+
+
+
+
+
+
+ 
)
+
+
+
+[//]: # (
)
+
+## Authors
+Emmanuel Balogun: ebalogun@stanford.edu, Lily Buechler: ebuech@stanford.edu
+
+
+## Requirements
+
+GiSMo SLAC GridLAB-D installation (master branch): https://github.com/arras-energy/gridlabd.
+This GridLAB-D version is required for the python co-simulation functionality. Recommended use with AWS EC2 SLAC
+GiSMo HiPAS GridLAB-D AMI (beauharnois-X).
+
+## Folder descriptions
+
+### ambient_data
+
+Hosts ambient temperature data for capturing the effects of environmental conditions on subsystems, such as battery,
+transformers, charging stations.
+
+
+### base_load_data
+
+Includes existing base case building/home load (usually uncontrollable) within the distribution grid. This work uses
+proprietary Pecan Street Data. Below is an exmaple data prototype for the base load data. Note that column fields are
+case-sensitive. The data used in the original paper has a minute resolution, as is the power system simulation. ``
+
+
+
+[//]: # ()
+
+
+### batt_sys_identification
+Battery system identification module. Hosts the class for generating battery system identification parameters
+from experimental data. This module leverages a genetic algorithm to optimize the battery model parameters.
+The battery model is a 2nd order RC Equivalent circuit model (ECM). One can this module to generate custom NMC
+battery parameters by uploading experimental data to the `batt_sys_identification/data` folder and running the module.
+The module will generate a `.csv` file with the battery parameters in the `batt_sys_identification/params` folder.
+The data prototype is shown below. Note that column fields are case-sensitive.
+
+
+
+The module will save a new `.csv` file with an additional field for the corrected open circuit voltage (OCV) values;
+this field (column) will be labelled `ocv_corr` within the new battery data csv, including the existing columns as shown
+in the data prototype above.
+
+Once the battery parameters are generated, they can be used in the `battery_data` folder and `configs/battery.json` can
+be modified so the model runs using the new custom parameters.
+
+### charging_sim
+
+This contains the `configs` folder which includes the configuration files for all the relevant modules.Hosts the implementation of the physical modules, including:
+##### `battery.py` - Battery cell module.
+##### `batterypack.py` - Battery pack module.
+##### `batteryAgingSim.py` - Battery aging module.
+##### `controller.py` - Controller module.
+##### `chargingStation.py` - Charging station module.
+##### `electricityPrices.py` - Electricity prices module.
+##### `optimization.py` - Optimization module.
+##### `orchestrator.py` - Simulation orchestrator module.
+##### `solar.py` - Solar PV module.
+##### `utils.py` - Hosts utility functions used by some modules.
+##### `simulate.py` - Offline DER control optimization for cost minimization (this is run for offline mode (no state feedback)).
+
+
+### DLMODELS
+
+This includes legacy load forecasts models developed (not needed).
+
+
+### elec_rates
+
+Includes .csv files for electricity Time-of-use (TOU) rates. The input data prototype for electricity rates
+is shown below. User must upload a normal full-year sized data (for 365 days) to avoid
+any errors.
+
+
+
+The data required must be in the format shown above. The `electricityPrices.py` module will read the data and sample
+prices during optimization and simulation. The data should be one full year of TOU rate prices at 15 minute resolution.
+The `electricityPrices.py` module can also help with downscaling the data to 15 minute resolution if the data is at a
+much coarser resolution. The module will save the downscaled data in the `elec_rates` folder.
+
+### feeders
+Library of IEEE test feeders and PNNL taxonomy feeders for distribution systems in the GridLAB-D `.glm` format.
+IEEE feeders have spot loads specified at primary distribution level. PNNL taxonomy feeders have spot loads specified at
+primary or secondary distribution level.
+
+
+### feeder_population
+Scripts for populating base feeder models with time-varying loads and resources using the load data in base_load_data.
+`feeder_population.py` generates the necessary files for a co-simulation run based on the parameters specified in
+`feeder_population/config.txt`. This module uses the
+Requires residential load data not included in repo (limited access).
+
+
+
+### solar_data
+Includes solar irradiance data for capturing the effects of environmental conditions on overall system cost. Default
+data for solar irradiance is from the National Solar Radiation Database (NSRDB) for the San Francisco Bay Area.
+The data prototype is from the National Renewable Energy Laboratory (NREL) and is shown below. Note that column fields
+are case-sensitive.
+
+
+
+Month labels are indexed from 1 to 12, inclusive; 1 - January, 12 - December. The original data is in hourly resolution.
+The *EV-Ecosim* data prototype is in 15 minute intervals by default, with irradiance oversampled 4 times from hourly
+dataset. The GHI represents the "Global Horizontal Irradiance" in W/m^2, which is the total amount of shortwave radiation
+received from above by a surface horizontal to the ground.
+
+### test_cases
+
+#### Co-simulation cases.
+ `base_case`- Reads voltage from GridLAB-D and writes power injections at each timestep (no EV charging or DER).
+
+`rlsf` - base_case plus implements a recursive least squares filter to estimate network model online (not used)
+
+`battery` - base_case plus transformer thermal model plus DER integration (included battery and solar).
+
+`transformer` - base_case plus simulation of transformer thermal model for each transformer in GridLAB-D model (not used).
+
+
+
+### analysis
+
+Scripts for plotting and analysis of co-simulation results. Includes post optimization and simulation cost
+calculation modules and voltage impacts on the distribution grid.
+
+`plot_results.py` - This module is used post-simulation to parse the voltages from the power-simulation to calculate the percentage
+voltage violations per ANSI C84.1. The file also generates voltage distribution plots. A user can modify the
+SIMULATION_FOLDER variable which is the string of the path where the powerflow simulation output voltages at each node
+exist.
+
+`load_post_opt_costs.py` - This module is calculates the levelized cost of energy and populates into tables/cost matrices, which are saved in the
+respective files and folders. The module also generates plots for the cost analysis.
+
+`cost_analysis.py` - This module contains the `CostEstimator` class, which estimates the cost of the different grid and DER components
+from the simulation.
+
+
+## How to run
+Create a new environment using `conda env create --name ' + + '' + + _("Hide Search Matches") + + "
" + ) + ); + }, + + /** + * helper function to hide the search marks again + */ + hideSearchWords: () => { + document + .querySelectorAll("#searchbox .highlight-link") + .forEach((el) => el.remove()); + document + .querySelectorAll("span.highlighted") + .forEach((el) => el.classList.remove("highlighted")); + localStorage.removeItem("sphinx_highlight_terms") + }, + + initEscapeListener: () => { + // only install a listener if it is really needed + if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.shiftKey || event.altKey || event.ctrlKey || event.metaKey) return; + if (DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS && (event.key === "Escape")) { + SphinxHighlight.hideSearchWords(); + event.preventDefault(); + } + }); + }, +}; + +_ready(() => { + /* Do not call highlightSearchWords() when we are on the search page. + * It will highlight words from the *previous* search query. + */ + if (typeof Search === "undefined") SphinxHighlight.highlightSearchWords(); + SphinxHighlight.initEscapeListener(); +}); diff --git a/docs/build/analysis.html b/docs/build/analysis.html new file mode 100644 index 000000000..2d6b316da --- /dev/null +++ b/docs/build/analysis.html @@ -0,0 +1,297 @@ + + + + + + +
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/build/charging_sim.html b/docs/build/charging_sim.html
new file mode 100644
index 000000000..527142b1a
--- /dev/null
+++ b/docs/build/charging_sim.html
@@ -0,0 +1,653 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Post-simulation analysis
+Submodules
+cost_analysis module
+This module contains the CostEstimator Class, which estimates the cost of the different grid and DER components +from the simulation.
+-
+
- +class analysis.cost_analysis.CostEstimator(num_days)[source] +
Bases:
+objectThis class is used to calculate levelized cost of DER assets in EV-Ecosim.
+-
+
- Parameters: +
num_days – The number of days for which the calculation is run.
+
+
-
+
- +calculate_battery_cost(result_dir)[source] +
Calculates the battery costs and updates the different cost components, including LCOE.
+-
+
- Parameters: +
result_dir – Directory in which to save the results dictionary.
+
+- Return dict result_dict: +
Dictionary of results.
+
+
-
+
- +calculate_electricity_cost_PGEBEV2s(result_dir, PGE_separate_file=True)[source] +
Calculates the overall electricity PGEBEV2S cost for a given scenario.
+-
+
- Parameters: +
-
+
result_dir (str) – Directory in which the result is saved.
+PGE_separate_file –
+
+- Return dict result_dict: +
A dictionary comprising all the cost components and their dollar amounts.
+
+
-
+
- +calculate_solar_cost()[source] +
Values are pulled from the NREL solar cost calculator. +Ref: https://www.nrel.gov/solar/market-research-analysis/solar-levelized-cost.html +To be deprecated soon.
+-
+
- Returns: +
None
+
+
-
+
- +calculate_trans_loss_of_life(result_dir)[source] +
Estimates the expected transformer loss of life.
+Reference:
+-
+
5.11.3 of IEEE Std C57.12.00-2010 a minimum normal insulation life expectancy of 180 000 hours is expected.
+
-
+
- Parameters: +
result_dir – Directory in which the loss results is saved.
+
+- Returns: +
Dictionary of transformer losses.
+
+
-
+
- +static plot_loads(total_load, net_load, prefix=None, labels: list | None = None)[source] +
Creates plots overlaying load and net loads for post-simulation visualization.
+-
+
- Parameters: +
-
+
total_load – Overall EV load demand at node, can include building load if controllable.
+net_load – total_load minus DER buffer.
+prefix – Plot file label prefix.
+labels – Legend labels for each plotted curve.
+
+- Returns: +
None.
+
+
-
+
- +static plot_power(power, power_pred, prefix=None, labels: list | None = None)[source] +
Plots the controller predicted and true power of the battery system.
+-
+
- Parameters: +
-
+
power – True power.
+power_pred – Controller predicted power.
+prefix – Plot file label prefix.
+labels – Legend labels for each plotted curve.
+
+- Returns: +
None.
+
+
-
+
- +static plot_soc(soc, soc_pred, prefix=None, labels: list | None = None)[source] +
Plots the controller predicted and true state of charge of the battery system.
+-
+
- Parameters: +
-
+
soc – True state of charge.
+soc_pred – Controller predicted state of charge.
+prefix – Plot file label prefix.
+labels – Legend labels for each plotted curve.
+
+- Returns: +
None.
+
+
load_post_opt_costs module
+plot_results module
+Module contents
+This module runs the post-simulation cost calculations for DER assets and transformer aging. +This module also estimates the voltage violations within the distribution network.
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/build/doctrees/batt_sys_identification.doctree b/docs/build/doctrees/batt_sys_identification.doctree
new file mode 100644
index 000000000..f247b036e
Binary files /dev/null and b/docs/build/doctrees/batt_sys_identification.doctree differ
diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle
index de6b716f8..1563c979b 100644
Binary files a/docs/build/doctrees/environment.pickle and b/docs/build/doctrees/environment.pickle differ
diff --git a/docs/build/doctrees/modules.doctree b/docs/build/doctrees/modules.doctree
index deba12fb2..daa7757c2 100644
Binary files a/docs/build/doctrees/modules.doctree and b/docs/build/doctrees/modules.doctree differ
diff --git a/docs/build/feeder_population.html b/docs/build/feeder_population.html
new file mode 100644
index 000000000..8d10b693f
--- /dev/null
+++ b/docs/build/feeder_population.html
@@ -0,0 +1,313 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Charging simulator
+Submodules
+charging_sim.battery module
+charging_sim.batteryAgingSim module
+This module contains the BatteryAging class. The battery aging objects enact on the battery object and update the +battery capacity and resistance at each simulation time-step.
+-
+
- +class charging_sim.batteryAgingSim.BatteryAging(datetime, num_steps, res=15)[source] +
Bases:
+objectCurrent aging model is for LiNiMnCoO2 (NMC) battery cells. More aging models will be added in the future.
+Link to Paper: https://www.sciencedirect.com/science/article/pii/S0378775314001876
+-
+
- Default Params from paper:
-
+
beta_cap: capacity fade aging factor for cycle aging
+alpha_cap capacity fade aging factor for calendar aging
+beta_res: resistance growth aging factor for cycle aging
+alpha_res: resistance growth aging factor for calendar aging
+
+- Assumptions:
-
+
Homogenous battery with dynamics modelled.
+Uniform aging across all cells.
+Constant temperature profile in vicinity of battery.
+
+
-
+
- +get_aging_value(battery)[source] +
Returns the total capacity fade and resistance growth of the battery object.
+-
+
- Parameters: +
battery – The battery (pack) object.
+
+- Returns: +
List of total capacity fade and resistance growth of the battery.
+
+
-
+
- +get_calendar_aging(battery)[source] +
Returns the calendar aging of the battery object.
+-
+
- Parameters: +
battery – The battery object.
+
+- Returns: +
A tuple of capacity fade and resistance growth due to calendar aging.
+
+
-
+
- +get_cyc_aging(battery)[source] +
Calculates the resistance growth and capacity fade from cycle aging.
+-
+
- Parameters: +
battery – THe batt
+
+- Returns: +
- + +
-
+
- +get_total_aging(battery: object)[source] +
Returns the total capacity fade of the battery object. This includes both cycle and calendar aging.
+-
+
- Parameters: +
battery (object) – The battery (pack) object.
+
+- Returns: +
Total calendar + cycle aging of the battery.
+
+
-
+
- +run(battery)[source] +
Runs the aging model for the battery object.
+-
+
- Parameters: +
battery – The battery (pack) object.
+
+- Returns: +
None. Updates the battery object.
+
+
charging_sim.batterypack module
+charging_sim.batterytest module
+charging_sim.capacitor module
+This file hosts the class for capacitors. Future work
+ + +charging_sim.chargingStation module
+charging_sim.controller module
+charging_sim.electricityPrices module
+This module contains the class that loads the electricity price data and structure used for sampling prices during +simulation.
+Based on the prices.json config file, this module will load the desired price TOU rate file that will be used in +optimization problem. The default is the PGE_BEV2_S rate file, which is valid for California, however users can load +their own TOU rate file. The prices are loaded into a numpy array and can be sampled from during simulation. +The prices are sampled based on the month of the year and the hour of the day.
+-
+
- +class charging_sim.electricityPrices.PriceLoader(config, path_prefix=None)[source] +
Bases:
+objectThis class pre-loads prices and is used to sample prices that are used for optimization of EVSE profits/costs +during charging simulation.
+-
+
- Parameters: +
-
+
config (dict) – Configuration dictionary for the price loader.
+path_prefix – This string path prefix is obtained first based on your repository location to set the
+
+
correct path for obtaining the data.
+-
+
- +downscale(input_res, output_res)[source] +
Downscales the price data into a finer resolution, similar to the downscaling method in Pandas. +Typically only used once.
+-
+
- Parameters: +
-
+
input_res – Resolution of the input data.
+output_res – Resolution of the output data.
+
+- Returns: +
None. Saves output data to a csv file.
+
+
-
+
- +get_prices(start_idx, num_steps, month=7)[source] +
Returns time-of-use (TOU) rate prices from data. This assumes TOU rates do not change day-to-day.
+-
+
- Parameters: +
-
+
start_idx (int) – Starting index from which to price vector will start.
+num_steps (int) – Cardinality of the price vector being returned.
+month (int) – Month for which the price vector will be obtained (for example, 1 - Jan, 12 - December).
+
+- Return ndarray price_vector: +
The TOU price vector, which is a numpy array.
+
+
charging_sim.optimization module
+Contains the Optimization class, which is used by controller to solve the optimization problem.
+-
+
- +class charging_sim.optimization.Optimization(objective_type, objective, controller, power_demand, time_res, transformer, battery, time=0, name=None, solar=None, solver='GUROBI')[source] +
Bases:
+objectConstructor for the overall optimization problem solved by the optimization-based controller.
+-
+
Designed to include future cost functions such as transformer degradation and battery aging.
+Limited to convex and Mixed Integer programs, depending on the selected solver.
+Note, each desired solver must be installed separately on user’s PC for a successful run.
+
-
+
- Parameters: +
-
+
objective_type – Type of objective problem being optimized.
+objective – CVXPY objective function object.
+controller – Controller object.
+power_demand – Power demand at the Charging Station.
+time_res – Time resolution of problem data.
+transformer – Transformer object (optional, not implemented yet).
+battery – Battery object.
+time – Time Counter.
+name – Optimization identifier.
+solar – Solar Object.
+solver (str) – Available backend solver to invoke (ECOS, MOSEK, GUROBI, etc.).
+
+
-
+
- +add_demand_charge(charge)[source] +
Including demand charge in the objective function (Deprecated).
+-
+
- Parameters: +
charge – Demand charge ($/kW).
+
+- Returns: +
- + +
-
+
- +aggregate_constraints()[source] +
Aggregates all the constraints into one constraint list within the object.
+-
+
- Returns: +
None.
+
+
-
+
- +build_battery_cost()[source] +
Build battery cost (to be implemented in future version).
+-
+
- Returns: +
- + +
-
+
- +build_emissions_cost()[source] +
Builds emission cost to be included in the objective function (future work).
+-
+
- Returns: +
- + +
-
+
- +build_transformer_cost()[source] +
Build Transformer cost (to be implemented in future version).
+-
+
- Returns: +
- + +
-
+
- +get_battery_constraint()[source] +
Returns the list of battery constraints within the controller.
+-
+
- Returns: +
Battery constraints.
+
+
charging_sim.orchestrator module
+charging_sim.simulate module
+charging_sim.solar module
+This module contains the Solar class. The solar class is used to simulate the solar power generation at a given site +by sampling Global Horizontal Irradiance (GHI) data from the dataset of the desired location.
+-
+
- +class charging_sim.solar.Solar(config, path_prefix=None, controller=None, num_steps=None)[source] +
Bases:
+objectThis class is used to simulate the solar power generation at a given site by sampling Global Horizontal Irradiance +and estimating the solar generation, given the solar nameplate capacity that can be modified it its configuration +file solar.json. It also contains the optimization variables for the solar system.
+The solar power generation is estimated using the following equation:
++\[P_{solar} = \min(P_{rated}, \eta * A * GHI).\]+Where \(P_{solar}\) is the solar power generation, \(\eta\) is the efficiency of the solar system, +\(P_{rated}\) is the solar nameplate capacity, \(A\) is the area of the solar panels, and \(GHI\) is +the Global Horizontal Irradiance.
+-
+
- Parameters: +
-
+
config – Solar configuration dictionary.
+path_prefix – This string path prefix is obtained first based on your repository location to set the right path.
+controller – Controller object for making decisions on flow of power from energy devices.
+num_steps – Number of steps in the simulation.
+
+
charging_sim.utils module
+Maybe stores general configurations and general functions
+-
+
- +charging_sim.utils.PGE_BEV2_S()[source] +
Price schedule/TOU rate for PGE EVSE doc can be found here:
+
-
+
- +charging_sim.utils.build_cost_PGE_BEV2S(controller, load, energy_prices_TOU, penalize_max_power=True, max_power_pen=1000)[source] +
This will need to use a heuristic and take the average conservative estimate for gamma
+
-
+
- +charging_sim.utils.build_electricity_cost(controller, load, energy_prices_TOU, demand_charge=False)[source] +
Need to update from home load right now; maybe this can be useful in future opt.
+
Module contents
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/build/genindex.html b/docs/build/genindex.html
new file mode 100644
index 000000000..dbf121627
--- /dev/null
+++ b/docs/build/genindex.html
@@ -0,0 +1,557 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Feeder population
+Submodules
+feeder_population.feeder_population module
+feeder_population.glm_mod_functions module
+Functions for modifying GridLAB-D power system simulation models
+-
+
- +feeder_population.glm_mod_functions.load_base_glm(base_file_dir, base_glm_file)[source] +
Loads the glm as list and populates it into dict and returns the output
+-
+
- Parameters: +
-
+
base_file_dir –
+base_glm_file –
+
+- Returns: +
- + +
-
+
- +feeder_population.glm_mod_functions.replace_load_w_meter(glm_dict, match_str, rep_str, obj_type)[source] +
Replace all instances of load in glm_dict with meter.
+-
+
- Parameters: +
-
+
glm_dict –
+match_str –
+rep_str –
+obj_type –
+
+- Returns: +
- + +
-
+
- +feeder_population.glm_mod_functions.replace_load_w_meter_old(glm_dict, match_str, rep_str, obj_type)[source] +
Replace all instances of load in glm_dict with meter.
+-
+
- Parameters: +
-
+
glm_dict –
+match_str –
+rep_str –
+obj_type –
+
+- Returns: +
- + +
-
+
- +feeder_population.glm_mod_functions.write_base_glm(glm_dict, obj_type, globals_list, include_list, out_dir, file_name, sync_list)[source] +
Writes the glm file from the dict structure.
+-
+
- Parameters: +
-
+
glm_dict –
+obj_type –
+globals_list –
+include_list –
+out_dir –
+file_name –
+sync_list –
+
+- Returns: +
- + +
-
+
- +feeder_population.glm_mod_functions.write_class_dict(file, gld_dict, class_name)[source] +
Write dictionary corresponding to GLD class to .glm file.
+-
+
- Parameters: +
-
+
file –
+gld_dict –
+class_name –
+
+- Returns: +
- + +
-
+
- +feeder_population.glm_mod_functions.write_clock_dict(file, gld_dict)[source] +
Write dictionary corresponding to GLD clock to .glm file.
+-
+
- Parameters: +
-
+
file –
+gld_dict –
+
+- Returns: +
- + +
-
+
- +feeder_population.glm_mod_functions.write_filter_dict(file, gld_dict, class_name)[source] +
Write dictionary corresponding to GLD filter to .glm file.
+-
+
- Parameters: +
-
+
file –
+gld_dict –
+class_name –
+
+- Returns: +
- + +
Module contents
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/build/html/_modules/batt_sys_identification/battery_identification.html b/docs/build/html/_modules/batt_sys_identification/battery_identification.html
new file mode 100644
index 000000000..a7525c0a0
--- /dev/null
+++ b/docs/build/html/_modules/batt_sys_identification/battery_identification.html
@@ -0,0 +1,554 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Index
+ + +A
+| + | + |
B
+| + | + |
C
+
|
+
|
+
D
+| + |
F
+
|
+
|
+
G
+L
+| + | + |
M
+N
+| + | + |
O
+| + |
P
+| + | + |
R
+| + | + |
S
+| + | + |
T
+| + |
|
+
U
+| + | + |
W
+| + | + |
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/build/html/_modules/index.html b/docs/build/html/_modules/index.html
index 4f4da7391..e6bfc2bdf 100644
--- a/docs/build/html/_modules/index.html
+++ b/docs/build/html/_modules/index.html
@@ -70,6 +70,7 @@
+
+
+
+
+
+
+
+
+
+
+
+
+ Source code for batt_sys_identification.battery_identification
+"""
+This module hosts the Battery System Identification class used for fitting battery ECM model parameters from data.
+"""
+
+import numpy as np
+import matplotlib.pyplot as plt
+import copy
+
+import pandas as pd
+import pygad
+import cvxpy as cp
+
+
+
+[docs]
+class BatteryParams:
+ """
+ Battery system identification class with open circuit voltage correction scheme.
+ This class takes in dataframe or csv with some given fields during instantiation.\n
+
+ Dataframe fields (columns) must include the following literally and case-sensitive:
+
+ * current - battery/cell current time-series.
+ * voltage - corresponding battery/cell voltage time-series.
+ * soc - corresponding battery/cell state of charge time-series.
+ * ocv - corresponding battery/cell open circuit voltage time-series.
+
+ How to use:
+
+ * data = pd.read_csv(data_path). This loads a pandas dataframe.
+ * module = BatteryParams(data)
+ * module.run_sys_identification()
+ * module.plot_correction_scheme_comparison()
+
+ Writes new corrected open-circuit voltages and battery parameters to file within the folder. Can be downloaded via
+ the web-tool.
+
+ :param data: Battery test data from which to fit the identification params.
+ """
+ def __init__(self, data):
+ self.data = data
+ self.current = data.current.values
+ self.voltage = data.voltage.values
+ self.ocv = data.ocv.values
+ self.ocv_no_corr = data.ocv.values # Uncorrected open circuit voltage.
+ self.soc = data.soc.values
+ self.params = []
+ self.params_uncorr = []
+ self.init_params = [] # Can be initialized later.
+ self._default_population = [
+ [1.058596e-02, 5.93096e-02, -4.17993e+00, 1.58777e-02, 9.75325e+03, 7.45710e-03, 4.01823e+03],
+ [3.43209856e-02, 1.74575496e-02, -4.29315177e+00, 2.01081488e-04, 9.56317565e+03, 2.12122173e-03, 9.57647155e+03],
+ [2.30552317e-02, 8.44786075e-02, -3.99474379e+00, 2.99153462e-03, 8.87442972e+03, 2.30526762e-03, 9.05492854e+03],
+ [-5.82959510e-03, 5.20569661e-02, -2.18763704e-01, 8.67466142e-04, 7.05178934e+03, 9.52035315e-03, 6.81286695e+03],
+ [5.72212881e-02, -1.43378662e-02, -6.12054235e-01, 4.80304568e-03, 5.45105883e+03, 4.74474171e-04, 7.31264565e+03],
+ [2.69767183e-03, 9.62504736e-02, -1.29365965e+00, 6.11142914e-03, 9.80086309e+03, 1.69531170e-03, 8.00324801e+03],
+ [1.16897734e-02, 4.54745088e-02, -3.28524770e+00, 1.35089385e-02, 5.69817778e+03, 3.98807635e-03, 8.31128396e+03],
+ [1.17640691e-02, 7.63076005e-02, -3.66411278e+00, 1.23863884e-02, 9.30697417e+03, 4.56975167e-04, 5.57718908e+03],
+ [1.93628327e-03, 5.21192971e-02, -1.96503048e+00, 1.77612540e-02, 5.47448933e+03, 6.42417508e-03, 8.05424318e+03],
+ [6.78756010e-03, 2.96217428e-02, -2.03289183e+00, 1.88927411e-02, 1.91748586e+03, 9.10005523e-03, 5.14585687e+03]
+ ]
+
+ def _assert_data_len(self):
+ """
+ Checks the imported data to ensure all fields have the same length.
+
+ :return: None.
+ """
+ assert self.voltage.shape[0] == self.soc.shape[0]
+ assert self.soc.shape[0] == self.current.shape[0]
+ assert self.soc.shape[0] == self.ocv.shape[0]
+
+ def _cost_fun_pygad(self, ga_instance, x, idx):
+ """
+ Provides the cost function used by PyGAD for parameter search.
+
+ :param object ga_instance: Genetic Algorithm instance (pygad).
+ :param x: ndarray/vector of parameters $\theta$.
+ :param idx: default param used by ga_instance to run the problem
+ :return: Cost function, as described in EV-Ecosim paper.
+ """
+ cost = 0
+ V_data = self.voltage
+ data_len = V_data.shape[0]
+ A_Ro = x[0]
+ B_Ro = x[1]
+ C_Ro = x[2]
+ R1 = x[3]
+ C1 = x[4]
+ R2 = x[5]
+ C2 = x[6]
+ dt = 1
+
+ Ro = B_Ro * np.exp(C_Ro * self.soc) + A_Ro * np.exp(self.soc) # updated the new Ro based on intuition
+ I_t = -self.current # this will be loaded from .npy
+
+ I_R1 = np.zeros((I_t.shape[0],))
+ I_R2 = np.zeros((I_t.shape[0],))
+ for j in range(1, len(I_R1)):
+ I_R1[j] = np.round(np.exp(-dt / (R1 * C1)) * I_R1[j - 1] + (1 - np.exp(-dt / (R1 * C1))) * I_t[j - 1],
+ 10)
+ I_R2[j] = np.round(np.exp(-dt / (R2 * C2)) * I_R2[j - 1] + (1 - np.exp(-dt / (R2 * C2))) * I_t[j - 1],
+ 10)
+ V_t = self.ocv - np.multiply(I_t, Ro) - np.multiply(I_R1, R1) - np.multiply(I_R2, R2)
+ assert V_t.shape == self.voltage.shape
+ cost += np.sum(np.square(V_t - V_data))
+ cost = np.sqrt(cost / data_len)
+ if Ro.min() <= 0:
+ cost += 100
+ if Ro[0] > Ro[-1]:
+ cost += 1
+ return -10 * cost
+
+ def _init_population(self):
+ """
+ Initializes the PyGAD population. This is used to use a preset population as a warm-start. This helps the
+ parameter search to converge much quickly than starting from random genes within desired bounds.
+
+ :return:
+ """
+ print('Initializing population for warm-start...')
+ # f = open('init_pop.txt', 'r')
+ # initial_params = f.read()
+ # f.close()
+ # self.init_params = ast.literal_eval(initial_params)
+ self.init_params = self._default_population
+ print('Done initializing population.')
+
+ @staticmethod
+ def _get_pygad_bounds():
+ """
+ Returns gene space range, representing the minimum and maximum values for each gene in the parameter vector.
+
+ :return list gene_space_range: List of dicts providing the range for each gene.
+ """
+ lb2 = [-0.1, -0.1, -5, 0.0001, 100, 0.0004, 4000]
+ ub2 = [0.1, 0.1, 0, 0.02, 10000, 0.01, 10000]
+
+ lb3 = [-10, -10, -10, 0.00004, 0.03, 0.0004, 600] # change the range for testing capacitance variation with SOC if any
+ ub3 = [10, 10, 10, 0.01, 0.06, 0.01, 10000]
+
+ lb = [0.02, 0.0001, 100, 0.00004, 900]
+ ub = [0.04, 0.01, 10000, 0.004, 10000]
+ gene_space_range = [{'low': low, 'high': high} for low, high in zip(lb2, ub2)]
+ return gene_space_range
+
+
+[docs]
+ def ga(self, num_generations=100, num_parents_mating=2, sol_per_pop=10, num_genes=7, crossover_type="single_point",
+ mutation_type="adaptive", parent_selection_type="sss", mutation_percent_genes=60,
+ mutation_prob=(0.3, 0.1), crossover_prob=None):
+ """
+ Runs the genetic algorithm instance. Please see PyGAD official documentation for more explanation of
+ fields/params.
+ The default parameters have been selected to optimize accuracy and speed, however, any user may find a
+ combination of params that work better for a given set of battery data.
+
+ :param crossover_prob:
+ :param num_generations: Number of generations. Default is 100.
+ :param num_parents_mating: Number of parents to combine to form the next offspring. Default is 2.
+ :param sol_per_pop: Number of solutions per population (a set of genes is one solution), or offspring size.
+ :param num_genes: Equivalent to the number of parameters being searched
+ :param crossover_type: Describes how the cross-over between mating genes is done.
+ :param mutation_type: Describes gene mutation. Default adaptive
+ :param parent_selection_type: Parent selection scheme for the next population.
+ :param mutation_percent_genes: The percentage of genes that undergo mutation.
+ :param mutation_prob: The probability of selecting a gene for applying the mutation operation.
+ Its value must be between 0.0 and 1.0 inclusive.
+ :return: Solution vector of optimized parameters.
+ """
+ gene_space_range = self._get_pygad_bounds() # Get the gene space range.
+ if self.init_params:
+ ga_instance = pygad.GA(num_generations=num_generations,
+ initial_population=self.init_params,
+ num_parents_mating=num_parents_mating,
+ fitness_func=self._cost_fun_pygad,
+ sol_per_pop=sol_per_pop,
+ num_genes=num_genes,
+ mutation_type=mutation_type,
+ mutation_probability=mutation_prob,
+ mutation_percent_genes=mutation_percent_genes,
+ parent_selection_type=parent_selection_type,
+ crossover_type=crossover_type,
+ allow_duplicate_genes=False,
+ crossover_probability=crossover_prob,
+ stop_criteria=["reach_0.05", "saturate_20"],
+ gene_space=gene_space_range,
+ parallel_processing=8)
+ else:
+ ga_instance = pygad.GA(num_generations=num_generations,
+ num_parents_mating=num_parents_mating,
+ fitness_func=self._cost_fun_pygad,
+ sol_per_pop=sol_per_pop,
+ num_genes=num_genes,
+ mutation_type=mutation_type,
+ mutation_probability=mutation_prob,
+ mutation_percent_genes=mutation_percent_genes,
+ parent_selection_type=parent_selection_type,
+ crossover_type=crossover_type,
+ allow_duplicate_genes=False,
+ crossover_probability=crossover_prob,
+ stop_criteria=["reach_0.05", "saturate_20"],
+ gene_space=gene_space_range,
+ parallel_processing=8)
+
+ ga_instance.run()
+ solution, solution_fitness, solution_idx = ga_instance.best_solution()
+ ga_instance.plot_fitness()
+ print(f'Parameters of the best solution : {solution}')
+ print(f"Fitness value of the best solution = {solution_fitness}")
+ return solution
+
+
+
+[docs]
+ def run_sys_identification(self, cell_name=0, diagn=0, use_initial_pop=True, quadratic_bias=True):
+ """
+ Runs the GA for system identification.
+
+ :return:
+ """
+ if use_initial_pop:
+ self._init_population()
+ self.params = self.ga()
+
+ if quadratic_bias:
+ self.run_ocv_correction(use_quadratic=True)
+ else:
+ self.run_ocv_correction() # Uses simple linear bias correction.
+ # Run again.
+ self.params = self.ga() # New params.
+ np.savetxt(f'battery_params_{cell_name}_{diagn}.csv', self.params, delimiter=',')
+
+
+
+[docs]
+ def run_ocv_correction(self, use_quadratic=False, cell_name=0, diagn=0):
+ """
+ Fits the parameters for the open circuit voltage correction scheme. Updates the ocv attribute. The open circuit
+ voltage correction scheme can be quadratic or linear. The quadratic scheme was used in the original paper.
+
+ :return: None.
+ """
+ self._validate_params()
+ self.params_uncorr = copy.copy(self.params)
+ x = self.params
+ V_data = self.voltage
+ A_Ro = x[0]
+ B_Ro = x[1]
+ C_Ro = x[2]
+ R1 = x[3]
+ C1 = x[4]
+ R2 = x[5]
+ C2 = x[6]
+ dt = 1
+
+ Ro = B_Ro * np.exp(C_Ro * self.soc) + A_Ro * np.exp(self.soc) # updated the new Ro based on intuition
+ I_t = -self.current # this will be loaded from .npy
+ I_R1 = np.zeros((I_t.shape[0],))
+ I_R2 = np.zeros((I_t.shape[0],))
+
+ for j in range(1, len(I_R1)):
+ I_R1[j] = np.round(np.exp(-dt / (R1 * C1)) * I_R1[j - 1] + (1 - np.exp(-dt / (R1 * C1))) * I_t[j - 1], 10)
+ I_R2[j] = np.round(np.exp(-dt / (R2 * C2)) * I_R2[j - 1] + (1 - np.exp(-dt / (R2 * C2))) * I_t[j - 1], 10)
+ V_t = self.ocv - np.multiply(I_t, Ro) - np.multiply(I_R1, R1) - np.multiply(I_R2, R2)
+ beta = cp.Variable(1)
+ const_bias = cp.Variable(1)
+
+ if use_quadratic:
+ ocv_corr = self.ocv**2 * beta + const_bias # work on improving the representation of this ocv correction term
+ else:
+ ocv_corr = self.ocv * beta + const_bias
+ V_t2 = ocv_corr - np.multiply(I_t, Ro) - np.multiply(I_R1, R1) - np.multiply(I_R2, R2)
+ obj = cp.Minimize(cp.sum(cp.abs(V_t2 - V_data)))
+ problem = cp.Problem(obj)
+ problem.solve(solver=cp.ECOS, verbose=False)
+ print("OCV correction beta: ", beta.value)
+ print("OCV correction const. bias: ", const_bias.value)
+ ocv_bias_correction_vector = np.array([beta.value, const_bias.value])
+ np.savetxt('OCV_bias_correction_params_{}_{}.csv'.format(cell_name, diagn), ocv_bias_correction_vector)
+ self.ocv = ocv_corr.value
+ self.data['ocv_corr'] = self.ocv
+ self.data.to_csv('input_data_with_ocv_corr_voltage.csv') # adds corrected ocv as field and writes the input data
+
+
+ def _validate_params(self):
+ """
+ Internal method.
+ Validates that the parameter list has been updated, will throw an exception if list is not updated.
+
+ :raise : Assertion error if not validated.
+ :return: None.
+ """
+ assert len(self.params) > 0
+
+
+[docs]
+ def plot_correction_scheme_comparison(self, xlim=(20000, 36000), ylim=(2.75, 3.85)):
+ """
+ Generates a plot of OCV corrected model and non-OCV corrected model.
+
+ :return: None
+ """
+ v_corr = self.get_corrected_voltages()
+ v_uncorr = self.get_uncorrected_voltages()
+ plt.figure()
+ plt.plot(self.voltage, label='experimental data')
+ plt.plot(v_uncorr, '--', label='ECM without OCV correction')
+ plt.plot(v_corr, '--', label='ECM with OCV correction', color='k')
+ # plt.xlim(xlim)
+ # plt.ylim(ylim)
+ plt.xticks(rotation=45)
+ plt.xlabel("Time Step (s)")
+ plt.ylabel("Voltage")
+ plt.legend()
+ plt.tight_layout()
+ plt.savefig('model_comparison_ocv_correction_scheme.png')
+
+
+
+[docs]
+ def get_uncorrected_voltages(self):
+ """
+ Returns the vector of uncorrected voltages from ECM model response.
+
+ :return: Vector of uncorrected voltages.
+ """
+ A_Ro = self.params_uncorr[0]
+ B_Ro = self.params_uncorr[1]
+ C_Ro = self.params_uncorr[2]
+ R1 = self.params_uncorr[3]
+ C1 = self.params_uncorr[4]
+ R2 = self.params_uncorr[5]
+ C2 = self.params_uncorr[6]
+ dt = 1
+ Ro = B_Ro * np.exp(C_Ro * self.soc) + A_Ro * np.exp(self.soc) # updated the new Ro based on intuition
+ I_t = -self.current # this will be loaded from .npy
+ I_R1 = np.zeros((I_t.shape[0],))
+ I_R2 = np.zeros((I_t.shape[0],))
+
+ for j in range(1, len(I_R1)):
+ I_R1[j] = np.round(np.exp(-dt / (R1 * C1)) * I_R1[j - 1] + (1 - np.exp(-dt / (R1 * C1))) * I_t[j - 1], 10)
+ I_R2[j] = np.round(np.exp(-dt / (R2 * C2)) * I_R2[j - 1] + (1 - np.exp(-dt / (R2 * C2))) * I_t[j - 1], 10)
+ V_t = self.ocv_no_corr - np.multiply(I_t, Ro) - np.multiply(I_R1, R1) - np.multiply(I_R2, R2)
+ return V_t
+
+
+
+[docs]
+ def get_corrected_voltages(self):
+ """
+ Returns the voltage response with corrected open circuit voltage.
+
+ :return: Vector of voltage response with corrected open circuit voltage.
+ """
+ A_Ro = self.params[0]
+ B_Ro = self.params[1]
+ C_Ro = self.params[2]
+ R1 = self.params[3]
+ C1 = self.params[4]
+ R2 = self.params[5]
+ C2 = self.params[6]
+ dt = 1
+
+ Ro = B_Ro * np.exp(C_Ro * self.soc) + A_Ro * np.exp(self.soc) # updated the new Ro based on intuition
+ I_t = -self.current # this will be loaded from .npy
+ I_R1 = np.zeros((I_t.shape[0],))
+ I_R2 = np.zeros((I_t.shape[0],))
+
+ for j in range(1, len(I_R1)):
+ I_R1[j] = np.round(np.exp(-dt / (R1 * C1)) * I_R1[j - 1] + (1 - np.exp(-dt / (R1 * C1))) * I_t[j - 1], 10)
+ I_R2[j] = np.round(np.exp(-dt / (R2 * C2)) * I_R2[j - 1] + (1 - np.exp(-dt / (R2 * C2))) * I_t[j - 1], 10)
+ V_t = self.ocv - np.multiply(I_t, Ro) - np.multiply(I_R1, R1) - np.multiply(I_R2, R2)
+ return V_t
+
+
+
+[docs]
+ def get_Ro(self):
+ """
+ Returns the high frequency (Ro) resistance of the battery.
+
+ :return: Resistance (R_o).
+ """
+ A_Ro = self.params[0]
+ B_Ro = self.params[1]
+ C_Ro = self.params[2]
+ return B_Ro * np.exp(C_Ro * self.soc) + A_Ro * np.exp(self.soc)
+
+
+
+[docs]
+ def plot_Ro(self):
+ """
+ Plots the high frequency resistance (Ro) of the battery.
+
+ :return: None.
+ """
+ Ro = self.get_Ro() + self.params[3] + self.params[5]
+ fig, ax = plt.subplots(1, 1)
+ ax.plot(self.soc, Ro)
+ plt.title("Ro vs. SoC plot")
+ plt.xlabel('State of charge')
+ plt.ylabel('Ro (Resistance)')
+ plt.show()
+
+
+
+[docs]
+ def simulate_response(self):
+ """
+ Simulates the response of the ECM model. Not complete yet.
+
+ :return:
+ """
+ voltage = self.get_uncorrected_voltages()
+
+ # todo: complete later
+
+
+[docs]
+ def run_pre_checks(self):
+ """
+ Runs pre-checks on input values to ensure they are all of desired lengths. This is run at the beginning to
+ ensure no errors in data length.
+
+ :return: None.
+ """
+ self._assert_data_len()
+
+
+ def _estimate_soc_vector(self):
+ """
+ Estimates the SOC vector for users that do not have the vector but have the capacity and
+ current profiles. Not fully implemented yet.
+
+ :return: Error message.
+ """
+ return NotImplementedError("Method has not been implemented yet!")
+
+
+
+if __name__ == '__main__':
+ import os
+ # List all the csv files in current directory and let user choose one.
+ # User uploaded data will be saved in the current directory as a temp_data.csv file.
+ data_path = os.path.join(os.getcwd(), 'temp_data.csv')
+ batt_data = pd.read_csv(data_path)
+ module = BatteryParams(batt_data)
+ # Create button option to toggle initial population on or off.
+ module.run_sys_identification(use_initial_pop=True)
+ module.plot_correction_scheme_comparison()
+All modules for which code is available
- analysis.cost_analysis +
- batt_sys_identification.battery_identification
- charging_sim.battery
- charging_sim.batteryAgingSim
- charging_sim.batterypack diff --git a/docs/build/html/_sources/batt_sys_identification.rst.txt b/docs/build/html/_sources/batt_sys_identification.rst.txt new file mode 100644 index 000000000..7f758d41c --- /dev/null +++ b/docs/build/html/_sources/batt_sys_identification.rst.txt @@ -0,0 +1,12 @@ +Battery System Identification +================ + +Submodules +---------- + +Battery system identification +------------------------------ +.. automodule:: batt_sys_identification.battery_identification + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/build/html/_sources/modules.rst.txt b/docs/build/html/_sources/modules.rst.txt index a328dd802..d1aadf509 100644 --- a/docs/build/html/_sources/modules.rst.txt +++ b/docs/build/html/_sources/modules.rst.txt @@ -3,9 +3,11 @@ Packages .. toctree:: :maxdepth: 4 - analysis - charging_sim feeder_population + batt_sys_identification + charging_sim test_cases + analysis + diff --git a/docs/build/html/analysis.html b/docs/build/html/analysis.html index 2d6b316da..f634ae3c1 100644 --- a/docs/build/html/analysis.html +++ b/docs/build/html/analysis.html @@ -19,8 +19,7 @@ - - + @@ -46,6 +45,10 @@
- Readme
- Packages
-
+
- Feeder population +
- Battery System Identification +
- Charging simulator +
- Test cases
- Post-simulation analysis
- Submodules
- cost_analysis module
-
@@ -57,9 +60,6 @@
- Module contents
- - Charging simulator -
- Feeder population -
- Test cases
plot_results module - Previous - Next + Previous
diff --git a/docs/build/html/batt_sys_identification.html b/docs/build/html/batt_sys_identification.html new file mode 100644 index 000000000..2d0412fd8 --- /dev/null +++ b/docs/build/html/batt_sys_identification.html @@ -0,0 +1,268 @@ + + + + + + +Battery System Identification — EV-Ecosim 1.0.0 documentation + + + + + + + + + + + + + + + ++ + ++ + + + \ No newline at end of file diff --git a/docs/build/html/charging_sim.html b/docs/build/html/charging_sim.html index 5b2ec363b..b411a2d4c 100644 --- a/docs/build/html/charging_sim.html +++ b/docs/build/html/charging_sim.html @@ -20,8 +20,8 @@ - - + + @@ -47,7 +47,8 @@+ + ++++ ++++ ++ +++ + + +Battery System Identification
++ +Submodules
++ +Battery system identification
+This module hosts the Battery System Identification class used for fitting battery ECM model parameters from data.
+-
+
- +class batt_sys_identification.battery_identification.BatteryParams(data)[source] +
Bases:
+objectBattery system identification class with open circuit voltage correction scheme. +This class takes in dataframe or csv with some given fields during instantiation.
+Dataframe fields (columns) must include the following literally and case-sensitive:
+-
+
current - battery/cell current time-series.
+voltage - corresponding battery/cell voltage time-series.
+soc - corresponding battery/cell state of charge time-series.
+ocv - corresponding battery/cell open circuit voltage time-series.
+
How to use:
+-
+
data = pd.read_csv(data_path). This loads a pandas dataframe.
+module = BatteryParams(data)
+module.run_sys_identification()
+module.plot_correction_scheme_comparison()
+
Writes new corrected open-circuit voltages and battery parameters to file within the folder. Can be downloaded via +the web-tool.
+-
+
- Parameters: +
data – Battery test data from which to fit the identification params.
+
+
-
+
- +ga(num_generations=100, num_parents_mating=2, sol_per_pop=10, num_genes=7, crossover_type='single_point', mutation_type='adaptive', parent_selection_type='sss', mutation_percent_genes=60, mutation_prob=(0.3, 0.1), crossover_prob=None)[source] +
Runs the genetic algorithm instance. Please see PyGAD official documentation for more explanation of +fields/params. +The default parameters have been selected to optimize accuracy and speed, however, any user may find a +combination of params that work better for a given set of battery data.
+-
+
- Parameters: +
-
+
crossover_prob –
+num_generations – Number of generations. Default is 100.
+num_parents_mating – Number of parents to combine to form the next offspring. Default is 2.
+sol_per_pop – Number of solutions per population (a set of genes is one solution), or offspring size.
+num_genes – Equivalent to the number of parameters being searched
+crossover_type – Describes how the cross-over between mating genes is done.
+mutation_type – Describes gene mutation. Default adaptive
+parent_selection_type – Parent selection scheme for the next population.
+mutation_percent_genes – The percentage of genes that undergo mutation.
+mutation_prob – The probability of selecting a gene for applying the mutation operation.
+
+
Its value must be between 0.0 and 1.0 inclusive. +:return: Solution vector of optimized parameters.
+
-
+
- +get_Ro()[source] +
Returns the high frequency (Ro) resistance of the battery.
+-
+
- Returns: +
Resistance (R_o).
+
+
-
+
- +get_corrected_voltages()[source] +
Returns the voltage response with corrected open circuit voltage.
+-
+
- Returns: +
Vector of voltage response with corrected open circuit voltage.
+
+
-
+
- +get_uncorrected_voltages()[source] +
Returns the vector of uncorrected voltages from ECM model response.
+-
+
- Returns: +
Vector of uncorrected voltages.
+
+
-
+
- +plot_Ro()[source] +
Plots the high frequency resistance (Ro) of the battery.
+-
+
- Returns: +
None.
+
+
-
+
- +plot_correction_scheme_comparison(xlim=(20000, 36000), ylim=(2.75, 3.85))[source] +
Generates a plot of OCV corrected model and non-OCV corrected model.
+-
+
- Returns: +
None
+
+
-
+
- +run_ocv_correction(use_quadratic=False, cell_name=0, diagn=0)[source] +
Fits the parameters for the open circuit voltage correction scheme. Updates the ocv attribute. The open circuit +voltage correction scheme can be quadratic or linear. The quadratic scheme was used in the original paper.
+-
+
- Returns: +
None.
+
+
-
+
- +run_pre_checks()[source] +
Runs pre-checks on input values to ensure they are all of desired lengths. This is run at the beginning to +ensure no errors in data length.
+-
+
- Returns: +
None.
+
+
- Readme
- Packages
-
-
- Post-simulation analysis +
- Feeder population +
- Battery System Identification
- Charging simulator
- Submodules
- charging_sim.battery module
-
@@ -116,8 +117,8 @@
- Module contents
- - Feeder population
- Test cases +
- Post-simulation analysis
charging_sim.batterytest module - Previous - Next + Previous + Next
diff --git a/docs/build/html/feeder_population.html b/docs/build/html/feeder_population.html index 8d10b693f..775028d21 100644 --- a/docs/build/html/feeder_population.html +++ b/docs/build/html/feeder_population.html @@ -19,8 +19,8 @@ - - + + @@ -46,8 +46,6 @@ @@ -283,8 +284,8 @@feeder_population.feeder_population module - Previous - Next + Previous + Next
diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html index de401b37d..544e2b382 100644 --- a/docs/build/html/genindex.html +++ b/docs/build/html/genindex.html @@ -124,6 +124,13 @@A
B
-
+
-
+ batt_sys_identification.battery_identification
+
+
-
+
- module + +
- Battery (class in charging_sim.battery)
-
@@ -142,11 +149,13 @@
- (charging_sim.batterypack.Battery method)
B
- - battery_type (charging_sim.batterypack.Battery attribute) -
-
+
- battery_type (charging_sim.batterypack.Battery attribute) +
- BatteryAging (class in charging_sim.batteryAgingSim) + +
- BatteryParams (class in batt_sys_identification.battery_identification)
- build_battery_cost() (charging_sim.optimization.Optimization method) @@ -361,6 +370,8 @@
- analysis
- analysis.cost_analysis + +
- batt_sys_identification.battery_identification
- charging_sim @@ -599,12 +620,16 @@
F
G
M
P
S
- setup() (charging_sim.orchestrator.ChargingSim method) + +
- simulate_response() (batt_sys_identification.battery_identification.BatteryParams method)
- Solar (class in charging_sim.solar) diff --git a/docs/build/html/index.html b/docs/build/html/index.html index ce48adb67..0f6fadcd4 100644 --- a/docs/build/html/index.html +++ b/docs/build/html/index.html @@ -86,10 +86,11 @@
- Packages
Welcome to EV-Ecosim 1.0.0Readme
Packages
@@ -367,7 +388,7 @@-
-
- Post-simulation analysis
-
-
- Submodules -
- cost_analysis module
-
-
CostEstimator-
-
CostEstimator.calculate_battery_cost()
-CostEstimator.calculate_electricity_cost_PGEBEV2s()
-CostEstimator.calculate_solar_cost()
-CostEstimator.calculate_trans_loss_of_life()
-CostEstimator.plot_loads()
-CostEstimator.plot_power()
-CostEstimator.plot_soc()
-CostEstimator.solar_cost()
-CostEstimator.transformer_cost()
+- Feeder population + +
- Battery System Identification
-
+
- Submodules +
- Battery system identification
-
+
BatteryParams-
+
BatteryParams.ga()
+BatteryParams.get_Ro()
+BatteryParams.get_corrected_voltages()
+BatteryParams.get_uncorrected_voltages()
+BatteryParams.plot_Ro()
+BatteryParams.plot_correction_scheme_comparison()
+BatteryParams.run_ocv_correction()
+BatteryParams.run_pre_checks()
+BatteryParams.run_sys_identification()
+BatteryParams.simulate_response()
- - load_post_opt_costs module -
- plot_results module -
- Module contents
- Charging simulator
-
@@ -306,24 +323,6 @@
- Module contents
Packages
- - Feeder population -
- Test cases
- Subpackages
- test_cases.base_case package
-
@@ -358,6 +357,28 @@
- Module contents
Packages
+ - Post-simulation analysis
-
+
- Submodules +
- cost_analysis module
-
+
CostEstimator-
+
CostEstimator.calculate_battery_cost()
+CostEstimator.calculate_electricity_cost_PGEBEV2s()
+CostEstimator.calculate_solar_cost()
+CostEstimator.calculate_trans_loss_of_life()
+CostEstimator.plot_loads()
+CostEstimator.plot_power()
+CostEstimator.plot_soc()
+CostEstimator.solar_cost()
+CostEstimator.transformer_cost()
+
+
+ - load_post_opt_costs module +
- plot_results module +
- Module contents +
- test_cases.base_case package
- Subpackages
Packages
+ b + ++ + batt_sys_identification+ + ++ + batt_sys_identification.battery_identification+ c + id="toggle-3" style="display: none" alt="-" /> charging_sim+ charging_sim.battery+ charging_sim.batteryAgingSim+ charging_sim.batterypack+ charging_sim.capacitor+ charging_sim.chargingStation+ charging_sim.controller+ charging_sim.electricityPrices+ charging_sim.optimization+ charging_sim.orchestrator+ charging_sim.simulate+ charging_sim.solar+ charging_sim.utils@@ -170,11 +185,11 @@ Python Module Index
f+ id="toggle-4" style="display: none" alt="-" /> feeder_population+ feeder_population.glm_mod_functions@@ -184,26 +199,26 @@ Python Module Index
t+ id="toggle-5" style="display: none" alt="-" /> test_cases+ test_cases.base_case+ test_cases.battery+ test_cases.battery.feeder_population+ test_cases.battery.feeder_population.glm_mod_functionsdiff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js index 778bbff0e..77fd1826d 100644 --- a/docs/build/html/searchindex.js +++ b/docs/build/html/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["README", "analysis", "charging_sim", "feeder_population", "index", "modules", "readme", "test_cases", "test_cases.base_case", "test_cases.battery", "test_cases.battery.feeder_population"], "filenames": ["README.md", "analysis.rst", "charging_sim.rst", "feeder_population.rst", "index.rst", "modules.rst", "readme.rst", "test_cases.rst", "test_cases.base_case.rst", "test_cases.battery.rst", "test_cases.battery.feeder_population.rst"], "titles": ["EV-Ecosim platform", "Post-simulation analysis", "Charging simulator", "Feeder population", "Welcome to EV-Ecosim 1.0.0", "Packages", "Readme", "Test cases", "test_cases.base_case package", "test_cases.battery package", "test_cases.battery.feeder_population package"], "terms": {"A": [0, 1, 2], "grid": [0, 1, 2, 4], "awar": [0, 4], "design": [0, 2], "vehicl": [0, 2], "paper": [0, 2], "http": [0, 1, 2], "doi": [0, 2], "org": [0, 2], "10": [0, 2], "36227": [0, 2], "techrxiv": [0, 2], "23596725": [0, 2], "v2": [0, 2], "emmanuel": 0, "balogun": [0, 2], "ebalogun": 0, "stanford": 0, "edu": 0, "lili": 0, "buechler": 0, "ebuech": 0, "gismo": 0, "slac": 0, "gridlab": [0, 3, 4, 10], "d": [0, 3, 4, 10], "instal": [0, 2], "master": 0, "branch": 0, "github": [0, 4], "com": [0, 2], "arra": 0, "energi": [0, 2], "gridlabd": 0, "version": [0, 2, 4], "python": [0, 4], "recommend": 0, "aw": 0, "ec2": 0, "hipa": 0, "ami": 0, "beauharnoi": 0, "x": 0, "ambient": [0, 2], "_": 0, "data": [0, 1, 2], "temperatur": [0, 2], "captur": 0, "effect": [0, 2], "environment": 0, "condit": 0, "subsystem": 0, "transform": [0, 1, 2], "base": [0, 1, 2, 4, 10], "load": [0, 1, 2, 3, 10], "includ": [0, 1, 2, 4], "exist": [0, 2], "build": [0, 1, 2], "home": [0, 2], "usual": [0, 2], "uncontrol": 0, "within": [0, 1, 2], "distribut": [0, 1, 2, 4], "work": [0, 2], "proprietari": 0, "pecan": 0, "street": 0, "below": 0, "an": [0, 2], "exmapl": 0, "prototyp": 0, "note": [0, 2], "column": 0, "field": 0, "ar": [0, 1, 2], "sensit": 0, "The": [0, 1, 2, 4], "origin": 0, "ha": [0, 2], "minut": [0, 2], "resolut": [0, 2], "power": [0, 1, 2, 3, 4, 10], "system": [0, 1, 2, 3, 4, 10], "batt": [0, 2], "sy": 0, "identif": [0, 2], "class": [0, 1, 2, 3, 10], "gener": [0, 2], "paramet": [0, 1, 2, 3, 10], "from": [0, 1, 2, 3], "experiment": 0, "leverag": 0, "genet": 0, "algorithm": 0, "model": [0, 2, 3, 4, 10], "2nd": 0, "order": 0, "rc": 0, "equival": 0, "circuit": [0, 2], "ecm": 0, "One": 0, "can": [0, 1, 2], "custom": 0, "nmc": [0, 2], "upload": 0, "csv": [0, 2], "file": [0, 1, 2, 3, 10], "param": [0, 2], "shown": [0, 4], "save": [0, 1, 2], "new": [0, 2], "addit": 0, "correct": [0, 2], "open": [0, 2], "voltag": [0, 1, 2], "ocv": [0, 2], "valu": [0, 1, 2], "label": [0, 1], "ocv_corr": 0, "abov": 0, "onc": [0, 2], "thei": 0, "battery_data": 0, "config": [0, 2, 5], "json": [0, 2], "modifi": [0, 2, 3, 10], "so": [0, 2], "sim": [0, 2, 5, 7], "contain": [0, 1, 2, 4, 10], "which": [0, 1, 2], "configur": [0, 2], "all": [0, 1, 2, 3], "relev": [0, 2], "implement": [0, 1, 2], "physic": [0, 2], "legaci": 0, "forecast": [0, 2], "develop": [0, 4], "need": [0, 2], "elec": 0, "rate": [0, 2], "time": [0, 2], "tou": [0, 2], "input": [0, 2], "user": [0, 2], "must": [0, 2], "normal": [0, 1], "full": [0, 2], "year": [0, 2], "size": 0, "365": 0, "dai": [0, 1, 2], "avoid": 0, "ani": [0, 2], "error": 0, "format": 0, "read": 0, "sampl": [0, 2], "dure": [0, 2], "should": [0, 2], "one": [0, 2], "15": [0, 2], "also": [0, 1, 2], "help": [0, 2], "downscal": [0, 2, 5], "much": [0, 2], "coarser": 0, "librari": [0, 2], "ieee": [0, 1], "test": [0, 2, 4, 5], "pnnl": 0, "taxonomi": 0, "glm": [0, 3, 10], "have": [0, 2, 4], "spot": 0, "specifi": [0, 2], "primari": 0, "level": [0, 1, 2], "secondari": [0, 2], "popul": [0, 4, 5], "script": 0, "vari": 0, "resourc": [0, 1], "necessari": 0, "txt": [0, 2], "residenti": 0, "repo": 0, "limit": [0, 2], "access": [0, 2, 4], "irradi": [0, 2], "overal": [0, 1, 2], "default": [0, 2], "nation": 0, "radiat": 0, "databas": 0, "nsrdb": 0, "san": 0, "francisco": 0, "bai": 0, "area": [0, 2], "renew": 0, "laboratori": 0, "nrel": [0, 1], "month": [0, 2], "index": [0, 2, 4], "1": [0, 2], "12": [0, 1, 2], "inclus": 0, "januari": 0, "decemb": [0, 2], "hourli": 0, "interv": 0, "oversampl": 0, "4": 0, "dataset": [0, 2], "ghi": [0, 2], "repres": 0, "global": [0, 2], "horizont": [0, 2], "w": 0, "m": 0, "2": 0, "total": [0, 2], "amount": [0, 1], "shortwav": 0, "receiv": 0, "surfac": [0, 2], "ground": 0, "base_cas": [0, 5, 7], "write": [0, 3, 10], "inject": [0, 2], "each": [0, 1, 2], "timestep": 0, "rlsf": 0, "plu": 0, "recurs": 0, "least": [0, 2], "squar": 0, "filter": [0, 3, 10], "estim": [0, 1, 2, 4], "network": [0, 1, 2, 4], "onlin": 0, "thermal": [0, 2], "integr": [0, 4], "plot": [0, 1, 2], "result": [0, 1, 2], "calcul": [0, 1, 2], "impact": [0, 4], "plot_result": [0, 5], "pars": 0, "percentag": 0, "violat": [0, 1], "per": [0, 2], "ansi": 0, "c84": 0, "variabl": [0, 2], "string": [0, 2], "path": [0, 2], "where": [0, 2], "powerflow": 0, "output": [0, 2, 3], "node": [0, 1, 2], "load_post_opt_cost": [0, 5], "tabl": 0, "matric": 0, "respect": [0, 2], "cost_analysi": [0, 5], "costestim": [0, 1, 5], "differ": [0, 1, 2], "compon": [0, 1], "creat": [0, 1, 2], "environ": 0, "conda": 0, "env": 0, "name": [0, 2], "your": [0, 2], "f": [0, 2], "yml": 0, "OR": 0, "packag": [0, 4, 7], "list": [0, 1, 2, 3], "manual": 0, "ensur": [0, 2], "follow": [0, 2], "method": [0, 2], "For": 0, "navig": 0, "set": [0, 2], "prepar": 0, "confirm": 0, "successfulli": 0, "ieee123_secondari": 0, "ieee123_popul": 0, "you": 0, "done": [0, 2], "initi": [0, 2], "pre": [0, 2], "prep": 0, "now": [0, 2], "out": [0, 2], "scenario": [0, 1, 2, 5, 7], "python3": 0, "ev50_cosimul": 0, "master_sim": [0, 5, 7], "pleas": 0, "see": 0, "section": 0, "more": [0, 2], "detail": 0, "thi": [1, 2, 4], "cost": [1, 2], "der": [1, 2], "simul": [3, 4, 5, 10], "num_dai": 1, "sourc": [1, 2, 3, 10], "object": [1, 2, 3, 10], "i": [1, 2, 4], "us": [1, 2, 4], "asset": [1, 2], "ev": [1, 2], "ecosim": [1, 2], "number": [1, 2], "run": [1, 2, 4, 5], "calculate_battery_cost": [1, 5], "result_dir": 1, "batteri": [1, 4, 5, 7], "updat": [1, 2], "lcoe": 1, "directori": 1, "dictionari": [1, 2, 3, 10], "return": [1, 2, 3, 10], "dict": [1, 2, 3], "result_dict": 1, "calculate_electricity_cost_pgebev2": [1, 5], "pge_separate_fil": 1, "true": [1, 2], "electr": [1, 2], "pgebev2": 1, "given": [1, 2], "str": [1, 2], "compris": 1, "dollar": 1, "calculate_solar_cost": [1, 5], "pull": [1, 2], "solar": [1, 4, 5], "ref": [1, 2], "www": [1, 2], "gov": 1, "market": 1, "research": 1, "html": 1, "To": 1, "deprec": [1, 2], "soon": 1, "none": [1, 2], "calculate_trans_loss_of_lif": [1, 5], "expect": 1, "loss": [1, 2], "life": [1, 2], "refer": 1, "5": 1, "11": 1, "3": [1, 4], "std": 1, "c57": 1, "00": 1, "2010": 1, "minimum": [1, 2], "insul": 1, "180": 1, "000": 1, "hour": [1, 2], "static": [1, 2], "plot_load": [1, 5], "total_load": 1, "net_load": 1, "prefix": [1, 2], "overlai": 1, "net": [1, 2], "post": [2, 4, 5], "visual": [1, 2, 5], "demand": [1, 2], "control": [1, 5], "minu": 1, "buffer": 1, "legend": 1, "curv": 1, "plot_pow": [1, 5], "power_pr": 1, "predict": [1, 2], "plot_soc": [1, 5], "soc": [1, 2], "soc_pr": 1, "state": [1, 2], "charg": [1, 4, 5], "solar_cost": [1, 5], "capit": 1, "Not": [1, 2], "fulli": [1, 2], "locat": [1, 2], "pv": [1, 2], "transformer_cost": [1, 2, 5], "cannot": [1, 2], "find": [1, 2], "good": 1, "yet": [1, 2], "ag": [1, 2], "battery_typ": [2, 5], "instanti": 2, "constraint": 2, "properti": 2, "mainli": 2, "max": 2, "c": 2, "determin": 2, "capac": 2, "cell": 2, "multipl": 2, "v": 2, "maximum": 2, "allow": 2, "min": 2, "nomin": 2, "kwh": 2, "deliver": 2, "id": 2, "celsiu": 2, "type": 2, "inconsequenti": 2, "current": 2, "dynam": [2, 5], "bu": 2, "resid": 2, "self": 2, "main": [2, 5], "attribut": 2, "battery_setup": [2, 5], "up": 2, "seri": 2, "parallel": 2, "scale": 2, "ah": 2, "setup": [2, 5], "fix": 2, "while": 2, "float": 2, "pack": 2, "wh": 2, "topologi": 2, "battery_setup_2": [2, 5], "instead": 2, "therebi": 2, "same": 2, "pack_max_ah": 2, "watt": 2, "amp": 2, "cell_amp_hr": 2, "cell_voltag": 2, "propag": 2, "forward": 2, "step": [2, 5], "It": [2, 4], "take": 2, "amper": 2, "np": 2, "cycl": 2, "respons": 2, "est_calendar_ag": [2, 5], "constant": 2, "calendar": 2, "sole": 2, "depend": 2, "later": 2, "linear": 2, "est_cyc_ag": [2, 5], "hess": 2, "et": 2, "al": 2, "its": 2, "cvx": 2, "cvxpy": 2, "describ": 2, "function": [2, 3, 10], "get_ocv": [2, 5], "map": 2, "store": 2, "via": [2, 4], "interpol": 2, "obtain": 2, "priori": 2, "": 2, "get_ro": [2, 5], "possibli": 2, "get_aging_valu": [2, 5], "experienc": 2, "far": 2, "get_power_profil": [2, 5], "profil": 2, "certain": 2, "get_properti": [2, 5], "get_roundtrip_effici": [2, 5], "get_total_ag": [2, 5], "get_true_pow": [2, 5], "save_sim_data": [2, 5], "save_prefix": 2, "over": 2, "call": 2, "upon": 2, "conclus": 2, "desir": 2, "folder": 2, "save_st": [2, 5], "state_eqn": [2, 5], "append": 2, "discret": 2, "equat": 2, "here": 2, "g": 2, "l": 2, "plett": 2, "manag": 2, "volum": 2, "artech": 2, "hous": 2, "2015": 2, "vol": 2, "boolean": 2, "decid": 2, "track": 2, "b": 2, "analys": 2, "histori": 2, "vector": 2, "thermal_dynam": [2, 5], "futur": 2, "track_soc": [2, 5], "update_soc": [2, 5], "update_capac": [2, 5], "anticip": 2, "update_max_curr": [2, 5], "verbos": 2, "fals": 2, "update_param": [2, 5], "chang": 2, "update_voltag": [2, 5], "option": 2, "batteryag": [2, 5], "enact": 2, "resist": 2, "datetim": 2, "num_step": 2, "re": 2, "linimncoo2": 2, "ad": 2, "link": [2, 4], "sciencedirect": 2, "scienc": 2, "articl": 2, "pii": 2, "s0378775314001876": 2, "beta_cap": 2, "fade": 2, "factor": 2, "alpha_cap": 2, "beta_r": 2, "growth": 2, "alpha_r": 2, "assumpt": 2, "homogen": 2, "uniform": 2, "across": 2, "vicin": 2, "lfp_cal_ag": [2, 5], "lfp_cyc_ag": [2, 5], "nmc_cal_ag": [2, 5], "nmc_cyc_ag": [2, 5], "get_calendar_ag": [2, 5], "tupl": 2, "due": 2, "get_cyc_ag": [2, 5], "THe": 2, "both": 2, "adopt": 2, "schmalsteig": 2, "update_resist": [2, 5], "program": 2, "usag": 2, "proper": 2, "py": 2, "exampl": 2, "battery_config_path": 2, "r": 2, "battery_config": 2, "params_list": 2, "kei": 2, "params_": 2, "Then": 2, "params_kei": 2, "actual": 2, "those": 2, "prior": 2, "loadtxt": 2, "path_prefix": 2, "constructor": 2, "buffer_batteri": 2, "r_pack": [2, 5], "sum": 2, "aging_c": 2, "lost": 2, "after": 2, "round": 2, "trip": 2, "effici": 2, "_eff": 2, "last": 2, "load_pack_prop": [2, 5], "dx": 2, "nominal_pack_cap": [2, 5], "meth": 2, "intern": 2, "avail": [2, 4], "defer": 2, "TO": 2, "BE": 2, "anymor": 2, "onli": 2, "right": 2, "behavior": 2, "inspect": 2, "end": 2, "host": 2, "station": [2, 4], "storag": 2, "statu": 2, "idl": 2, "produc": 2, "reactiv": 2, "contribut": 2, "retain": 2, "inform": [2, 4], "etc": 2, "ingest": 2, "assign": 2, "get_current_load": [2, 5], "kw": 2, "is_ev_arriv": [2, 5], "is_charg": [2, 5], "set_current_load": [2, 5], "update_load": [2, 5], "net_grid_load": 2, "ev_load": 2, "mpc": [2, 5], "mode": 2, "update_load_oneshot": [2, 5], "offlin": 2, "non": 2, "update_statu": [2, 5], "scheme": 2, "bess": 2, "compute_control": [2, 5], "price_vector": 2, "action": 2, "comput": 2, "pass": 2, "control_act": 2, "signal": 2, "arbitrag": 2, "get_battery_constraint": [2, 5], "requir": 2, "satisfi": 2, "storage_constraint": 2, "initialize_forecast_data": [2, 5], "load_battery_ocv": [2, 5], "learn": 2, "reset_load": [2, 5], "oneshot": [2, 5], "96": 2, "feedback": 2, "price": 2, "structur": [2, 3, 10], "problem": 2, "pge_bev2_": [2, 5], "valid": 2, "california": 2, "howev": 2, "own": 2, "numpi": 2, "arrai": 2, "priceload": [2, 5], "evs": 2, "profit": 2, "loader": 2, "first": 2, "repositori": 2, "input_r": 2, "output_r": 2, "finer": 2, "similar": 2, "panda": 2, "typic": 2, "get_pric": [2, 5], "start_idx": 2, "7": 2, "assum": 2, "do": 2, "int": 2, "start": 2, "cardin": 2, "being": 2, "jan": 2, "ndarrai": 2, "set_month_data": [2, 5], "solv": 2, "objective_typ": 2, "power_demand": 2, "time_r": 2, "0": 2, "solver": [2, 4], "gurobi": 2, "degrad": 2, "convex": 2, "mix": 2, "integ": 2, "select": 2, "separ": 2, "pc": 2, "success": 2, "counter": 2, "identifi": 2, "backend": 2, "invok": 2, "eco": 2, "mosek": 2, "add_demand_charg": [2, 5], "aggregate_constraint": [2, 5], "aggreg": 2, "build_battery_cost": [2, 5], "build_emissions_cost": [2, 5], "emiss": 2, "build_transformer_cost": [2, 5], "get_constraint": [2, 5], "instanc": [2, 3], "chargingsim": [2, 5], "entir": 2, "num_charging_sit": 2, "6": 2, "num_ev": 2, "1600": 2, "custom_ev_data": 2, "custom_ev_data_path": 2, "custom_solar_data": 2, "custom_solar_data_path": 2, "organ": 2, "other": 2, "sequenti": 2, "manner": 2, "bool": 2, "If": 2, "site": 2, "o": 2, "create_battery_object": [2, 5], "idx": 2, "node_prop": 2, "l2": 2, "dcfc": 2, "create_charging_st": [2, 5], "power_nod": 2, "buse": 2, "create_charging_stations_oneshot": [2, 5], "create_solar_object": [2, 5], "loc": 2, "get_act": [2, 5], "get_charger_obj_by_loc": [2, 5], "get_charging_sit": [2, 5], "initialize_aging_sim": [2, 5], "initialize_control": [2, 5], "initialize_price_load": [2, 5], "memori": 2, "initialize_solar_modul": [2, 5], "load_battery_param": [2, 5], "directli": 2, "unless": 2, "otherwis": 2, "load_config": [2, 5], "walk": 2, "through": 2, "them": 2, "load_results_summari": [2, 5], "save_path_prefix": 2, "some": 2, "multistep": [2, 5], "faster": 2, "than": 2, "horizon": 2, "perfect": 2, "foresight": 2, "daili": 2, "reset": 2, "power_nodes_list": 2, "accordingli": 2, "specif": 2, "stepsiz": 2, "update_scenario": [2, 5], "match": 2, "update_step": [2, 5], "move": 2, "namepl": 2, "p_": 2, "eta": 2, "panel": 2, "make": 2, "decis": 2, "flow": [2, 4], "devic": 2, "get_pow": [2, 5], "desired_shap": 2, "get_solar_output": [2, 5], "modify_r": [2, 5], "new_r": 2, "update_histori": [2, 5], "purpos": 2, "mayb": 2, "schedul": 2, "pge": 2, "doc": 2, "found": 2, "add_power_profile_to_object": [2, 5], "battery_power_profil": 2, "build_cost_pge_bev2": [2, 5], "energy_prices_t": 2, "penalize_max_pow": 2, "max_power_pen": 2, "1000": 2, "heurist": 2, "averag": 2, "conserv": 2, "gamma": 2, "build_electricity_cost": [2, 5], "demand_charg": 2, "opt": 2, "build_object": [2, 5], "electricity_cost": 2, "battery_degradation_cost": 2, "we": [2, 4], "minim": 2, "load_pric": [2, 5], "time_interv": 2, "load_base_glm": [3, 5, 9, 10], "base_file_dir": [3, 10], "base_glm_fil": [3, 10], "replace_load_w_met": [3, 5, 9, 10], "glm_dict": [3, 10], "match_str": [3, 10], "rep_str": [3, 10], "obj_typ": [3, 10], "replac": [3, 10], "meter": [3, 10], "replace_load_w_meter_old": [3, 5, 9, 10], "write_base_glm": [3, 5, 9, 10], "globals_list": [3, 10], "include_list": [3, 10], "out_dir": [3, 10], "file_nam": [3, 10], "sync_list": [3, 10], "write_class_dict": [3, 5, 9, 10], "gld_dict": [3, 10], "class_nam": [3, 10], "correspond": [3, 10], "gld": [3, 10], "write_clock_dict": [3, 5, 9, 10], "clock": [3, 10], "write_filter_dict": [3, 5, 9, 10], "write_mod_dict": [3, 5, 9, 10], "mod_nam": [3, 10], "write_obj_dict": [3, 5, 9, 10], "dict_kei": [3, 10], "co": 4, "platform": 4, "interfac": 4, "phase": 4, "unbalanc": 4, "fast": 4, "made": 4, "web": 4, "tool": 4, "public": 4, "most": 4, "code": 4, "document": 4, "project": 4, "still": 4, "under": 4, "activ": 4, "improv": 4, "todo": 4, "tutori": 4, "analysi": [4, 5], "feeder": [4, 5], "case": [4, 5], "readm": 4, "guid": [], "cite": [], "modul": [4, 5], "search": 4, "page": 4, "submodul": [5, 7], "content": 5, "charging_sim": 5, "batteryagingsim": 5, "batterypack": 5, "batterytest": 5, "capacitor": 5, "chargingst": 5, "electricitypric": 5, "optim": 5, "orchestr": 5, "util": 5, "feeder_popul": [5, 7, 9], "glm_mod_funct": [5, 7, 9], "subpackag": 5, "test_cas": [5, 7], "event_handl": [5, 7], "gblvar": [5, 7], "glmptime": [5, 7], "voltdump2": [5, 7], "data_analysi": [5, 7], "event_handlers_oneshot": [5, 7], "parse_voltag": [5, 7], "feeder_population_old": [7, 9], "without": 2, "studi": 2, "character": 2, "what": 2, "would": 2, "occur": 2, "situ": 2, "wa": 2, "make_scenario": [2, 5], "No": 2, "preload": 2, "reflect": 2, "run_scenario_singl": [2, 5], "singl": 2, "run_scenarios_parallel": [2, 5], "multiprocess": 2, "enough": 2, "core": 2, "ram": 2, "mai": 2, "lead": 2, "process": 2, "freez": 2, "run_scenarios_sequenti": [2, 5], "combin": 2}, "objects": {"": [[1, 0, 0, "-", "analysis"], [2, 0, 0, "-", "charging_sim"], [3, 0, 0, "-", "feeder_population"], [7, 0, 0, "-", "test_cases"]], "analysis": [[1, 0, 0, "-", "cost_analysis"]], "analysis.cost_analysis": [[1, 1, 1, "", "CostEstimator"]], "analysis.cost_analysis.CostEstimator": [[1, 2, 1, "", "calculate_battery_cost"], [1, 2, 1, "", "calculate_electricity_cost_PGEBEV2s"], [1, 2, 1, "", "calculate_solar_cost"], [1, 2, 1, "", "calculate_trans_loss_of_life"], [1, 2, 1, "", "plot_loads"], [1, 2, 1, "", "plot_power"], [1, 2, 1, "", "plot_soc"], [1, 2, 1, "", "solar_cost"], [1, 2, 1, "", "transformer_cost"]], "charging_sim": [[2, 0, 0, "-", "battery"], [2, 0, 0, "-", "batteryAgingSim"], [2, 0, 0, "-", "batterypack"], [2, 0, 0, "-", "capacitor"], [2, 0, 0, "-", "chargingStation"], [2, 0, 0, "-", "controller"], [2, 0, 0, "-", "electricityPrices"], [2, 0, 0, "-", "optimization"], [2, 0, 0, "-", "orchestrator"], [2, 0, 0, "-", "simulate"], [2, 0, 0, "-", "solar"], [2, 0, 0, "-", "utils"]], "charging_sim.battery": [[2, 1, 1, "", "Battery"], [2, 3, 1, "", "test"]], "charging_sim.battery.Battery": [[2, 2, 1, "", "battery_setup"], [2, 2, 1, "", "battery_setup_2"], [2, 2, 1, "", "dynamics"], [2, 2, 1, "", "est_calendar_aging"], [2, 2, 1, "", "est_cyc_aging"], [2, 2, 1, "", "get_OCV"], [2, 2, 1, "", "get_Ro"], [2, 2, 1, "", "get_aging_value"], [2, 2, 1, "", "get_power_profile"], [2, 2, 1, "", "get_properties"], [2, 2, 1, "", "get_roundtrip_efficiency"], [2, 2, 1, "", "get_total_aging"], [2, 2, 1, "", "get_true_power"], [2, 2, 1, "", "save_sim_data"], [2, 2, 1, "", "save_states"], [2, 2, 1, "", "state_eqn"], [2, 2, 1, "", "thermal_dynamics"], [2, 2, 1, "", "track_SOC"], [2, 2, 1, "", "update_SOC"], [2, 2, 1, "", "update_capacity"], [2, 2, 1, "", "update_max_current"], [2, 2, 1, "", "update_params"], [2, 2, 1, "", "update_voltage"], [2, 2, 1, "", "visualize"]], "charging_sim.batteryAgingSim": [[2, 1, 1, "", "BatteryAging"]], "charging_sim.batteryAgingSim.BatteryAging": [[2, 2, 1, "", "LFP_cal_aging"], [2, 2, 1, "", "LFP_cyc_aging"], [2, 2, 1, "", "NMC_cal_aging"], [2, 2, 1, "", "NMC_cyc_aging"], [2, 2, 1, "", "get_aging_value"], [2, 2, 1, "", "get_calendar_aging"], [2, 2, 1, "", "get_cyc_aging"], [2, 2, 1, "", "get_total_aging"], [2, 2, 1, "", "run"], [2, 2, 1, "", "update_capacity"], [2, 2, 1, "", "update_resistance"]], "charging_sim.batterypack": [[2, 1, 1, "", "Battery"], [2, 3, 1, "", "test"]], "charging_sim.batterypack.Battery": [[2, 4, 1, "", "R_pack"], [2, 2, 1, "", "battery_setup"], [2, 2, 1, "", "battery_setup_2"], [2, 4, 1, "", "battery_type"], [2, 4, 1, "", "config"], [2, 4, 1, "", "controller"], [2, 2, 1, "", "dynamics"], [2, 2, 1, "", "est_calendar_aging"], [2, 2, 1, "", "est_cyc_aging"], [2, 2, 1, "", "get_OCV"], [2, 2, 1, "", "get_aging_value"], [2, 2, 1, "", "get_power_profile"], [2, 2, 1, "", "get_roundtrip_efficiency"], [2, 2, 1, "", "get_total_aging"], [2, 2, 1, "", "get_true_power"], [2, 2, 1, "", "load_pack_props"], [2, 4, 1, "", "nominal_pack_cap"], [2, 2, 1, "", "save_sim_data"], [2, 2, 1, "", "state_eqn"], [2, 2, 1, "", "thermal_dynamics"], [2, 2, 1, "", "track_SOC"], [2, 2, 1, "", "update_capacity"], [2, 2, 1, "", "update_max_current"], [2, 2, 1, "", "update_voltage"], [2, 2, 1, "", "visualize"]], "charging_sim.capacitor": [[2, 1, 1, "", "Capacitor"]], "charging_sim.chargingStation": [[2, 1, 1, "", "ChargingStation"]], "charging_sim.chargingStation.ChargingStation": [[2, 2, 1, "", "get_current_load"], [2, 2, 1, "", "is_EV_arrived"], [2, 2, 1, "", "is_charging"], [2, 2, 1, "", "save_sim_data"], [2, 2, 1, "", "set_current_load"], [2, 2, 1, "", "update_load"], [2, 2, 1, "", "update_load_oneshot"], [2, 2, 1, "", "update_status"], [2, 2, 1, "", "visualize"]], "charging_sim.controller": [[2, 1, 1, "", "MPC"], [2, 1, 1, "", "Oneshot"]], "charging_sim.controller.MPC": [[2, 2, 1, "", "compute_control"], [2, 2, 1, "", "get_battery_constraints"], [2, 2, 1, "", "initialize_forecast_data"], [2, 2, 1, "", "load_battery_ocv"], [2, 2, 1, "", "reset_load"]], "charging_sim.controller.Oneshot": [[2, 2, 1, "", "compute_control"], [2, 2, 1, "", "get_battery_constraints"], [2, 2, 1, "", "load_battery_ocv"], [2, 2, 1, "", "reset_load"]], "charging_sim.electricityPrices": [[2, 1, 1, "", "PriceLoader"], [2, 3, 1, "", "main"]], "charging_sim.electricityPrices.PriceLoader": [[2, 2, 1, "", "downscale"], [2, 2, 1, "", "get_prices"], [2, 2, 1, "", "set_month_data"]], "charging_sim.optimization": [[2, 1, 1, "", "Optimization"]], "charging_sim.optimization.Optimization": [[2, 2, 1, "", "add_demand_charge"], [2, 2, 1, "", "aggregate_constraints"], [2, 2, 1, "", "build_battery_cost"], [2, 2, 1, "", "build_emissions_cost"], [2, 2, 1, "", "build_transformer_cost"], [2, 2, 1, "", "get_battery_constraint"], [2, 2, 1, "", "get_constraints"], [2, 2, 1, "", "run"]], "charging_sim.orchestrator": [[2, 1, 1, "", "ChargingSim"]], "charging_sim.orchestrator.ChargingSim": [[2, 2, 1, "", "create_battery_object"], [2, 2, 1, "", "create_charging_stations"], [2, 2, 1, "", "create_charging_stations_oneshot"], [2, 2, 1, "", "create_solar_object"], [2, 2, 1, "", "get_action"], [2, 2, 1, "", "get_charger_obj_by_loc"], [2, 2, 1, "", "get_charging_sites"], [2, 2, 1, "", "initialize_aging_sim"], [2, 2, 1, "", "initialize_controllers"], [2, 2, 1, "", "initialize_price_loader"], [2, 2, 1, "", "initialize_solar_module"], [2, 2, 1, "", "load_battery_params"], [2, 2, 1, "", "load_config"], [2, 2, 1, "", "load_results_summary"], [2, 2, 1, "", "multistep"], [2, 2, 1, "", "reset_loads"], [2, 2, 1, "", "setup"], [2, 2, 1, "", "step"], [2, 2, 1, "", "update_scenario"], [2, 2, 1, "", "update_steps"]], "charging_sim.simulate": [[2, 3, 1, "", "make_scenarios"], [2, 3, 1, "", "run"], [2, 3, 1, "", "run_scenario_single"], [2, 3, 1, "", "run_scenarios_parallel"], [2, 3, 1, "", "run_scenarios_sequential"]], "charging_sim.solar": [[2, 1, 1, "", "Solar"], [2, 3, 1, "", "main"]], "charging_sim.solar.Solar": [[2, 2, 1, "", "downscale"], [2, 2, 1, "", "get_constraints"], [2, 2, 1, "", "get_power"], [2, 2, 1, "", "get_solar_output"], [2, 2, 1, "", "modify_res"], [2, 2, 1, "", "update_history"]], "charging_sim.utils": [[2, 3, 1, "", "PGE_BEV2_S"], [2, 3, 1, "", "add_power_profile_to_object"], [2, 3, 1, "", "build_cost_PGE_BEV2S"], [2, 3, 1, "", "build_electricity_cost"], [2, 3, 1, "", "build_objective"], [2, 3, 1, "", "load_prices"]], "feeder_population": [[3, 0, 0, "-", "glm_mod_functions"]], "feeder_population.glm_mod_functions": [[3, 3, 1, "", "load_base_glm"], [3, 3, 1, "", "replace_load_w_meter"], [3, 3, 1, "", "replace_load_w_meter_old"], [3, 3, 1, "", "write_base_glm"], [3, 3, 1, "", "write_class_dict"], [3, 3, 1, "", "write_clock_dict"], [3, 3, 1, "", "write_filter_dict"], [3, 3, 1, "", "write_mod_dict"], [3, 3, 1, "", "write_obj_dict"]], "test_cases": [[8, 0, 0, "-", "base_case"], [9, 0, 0, "-", "battery"]], "test_cases.battery": [[10, 0, 0, "-", "feeder_population"]], "test_cases.battery.feeder_population": [[10, 0, 0, "-", "glm_mod_functions"]], "test_cases.battery.feeder_population.glm_mod_functions": [[10, 3, 1, "", "load_base_glm"], [10, 3, 1, "", "replace_load_w_meter"], [10, 3, 1, "", "replace_load_w_meter_old"], [10, 3, 1, "", "write_base_glm"], [10, 3, 1, "", "write_class_dict"], [10, 3, 1, "", "write_clock_dict"], [10, 3, 1, "", "write_filter_dict"], [10, 3, 1, "", "write_mod_dict"], [10, 3, 1, "", "write_obj_dict"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:method", "3": "py:function", "4": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "method", "Python method"], "3": ["py", "function", "Python function"], "4": ["py", "attribute", "Python attribute"]}, "titleterms": {"ev": [0, 4], "ecosim": [0, 4], "platform": 0, "author": 0, "requir": 0, "folder": 0, "descript": 0, "ambient_data": 0, "base_load_data": 0, "batt_sys_identif": 0, "charging_sim": [0, 2], "batteri": [0, 2, 9, 10], "py": 0, "cell": 0, "modul": [0, 1, 2, 3, 7, 8, 9, 10], "batterypack": [0, 2], "pack": 0, "batteryagingsim": [0, 2], "ag": 0, "control": [0, 2], "chargingst": [0, 2], "charg": [0, 2], "station": 0, "electricitypric": [0, 2], "electr": 0, "price": 0, "optim": [0, 2], "orchestr": [0, 2], "simul": [0, 1, 2], "solar": [0, 2], "pv": 0, "util": [0, 2], "host": 0, "function": 0, "us": 0, "some": 0, "offlin": 0, "der": 0, "cost": 0, "minim": 0, "thi": 0, "i": 0, "run": 0, "mode": 0, "state": 0, "feedback": 0, "dlmodel": 0, "elec_r": 0, "feeder": [0, 3], "feeder_popul": [0, 3, 10], "solar_data": 0, "test_cas": [0, 8, 9, 10], "co": 0, "case": [0, 7], "analysi": [0, 1], "how": 0, "post": [0, 1], "packag": [5, 8, 9, 10], "submodul": [1, 2, 3, 8, 9, 10], "cost_analysi": 1, "load_post_opt_cost": 1, "plot_result": 1, "content": [1, 2, 3, 4, 7, 8, 9, 10], "batterytest": 2, "capacitor": 2, "popul": 3, "glm_mod_funct": [3, 10], "welcom": 4, "1": 4, "0": 4, "indic": 4, "tabl": 4, "test": 7, "subpackag": [7, 9], "base_cas": 8, "event_handl": [8, 9], "gblvar": [8, 9], "glmptime": [8, 9], "master_sim": [8, 9], "sim": [8, 9], "voltdump2": [8, 9], "data_analysi": 9, "event_handlers_oneshot": 9, "parse_voltag": 9, "scenario": 9, "feeder_population_old": 10, "readm": 6}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.todo": 2, "sphinx.ext.viewcode": 1, "sphinx": 60}, "alltitles": {"Packages": [[5, "packages"]], "Test cases": [[7, "test-cases"]], "Subpackages": [[7, "subpackages"], [9, "subpackages"]], "Module contents": [[7, "module-test_cases"], [1, "module-analysis"], [2, "module-charging_sim"], [3, "module-feeder_population"], [8, "module-test_cases.base_case"], [9, "module-test_cases.battery"], [10, "module-test_cases.battery.feeder_population"]], "Welcome to EV-Ecosim 1.0.0": [[4, "welcome-to-ev-ecosim-1-0-0"]], "Contents:": [[4, null]], "Indices and tables": [[4, "indices-and-tables"]], "Readme": [[6, "readme"]], "EV-Ecosim platform": [[0, "ev-ecosim-platform"]], "Authors": [[0, "authors"]], "Requirements": [[0, "requirements"]], "Folder descriptions": [[0, "folder-descriptions"]], "ambient_data": [[0, "ambient-data"]], "base_load_data": [[0, "base-load-data"]], "batt_sys_identification": [[0, "batt-sys-identification"]], "charging_sim": [[0, "charging-sim"]], "battery.py - Battery cell module.": [[0, "battery-py-battery-cell-module"]], "batterypack.py - Battery pack module.": [[0, "batterypack-py-battery-pack-module"]], "batteryAgingSim.py - Battery aging module.": [[0, "batteryagingsim-py-battery-aging-module"]], "controller.py - Controller module.": [[0, "controller-py-controller-module"]], "chargingStation.py - Charging station module.": [[0, "chargingstation-py-charging-station-module"]], "electricityPrices.py - Electricity prices module.": [[0, "electricityprices-py-electricity-prices-module"]], "optimization.py - Optimization module.": [[0, "optimization-py-optimization-module"]], "orchestrator.py - Simulation orchestrator module.": [[0, "orchestrator-py-simulation-orchestrator-module"]], "solar.py - Solar PV module.": [[0, "solar-py-solar-pv-module"]], "utils.py - Hosts utility functions used by some modules.": [[0, "utils-py-hosts-utility-functions-used-by-some-modules"]], "simulate.py - Offline DER control optimization for cost minimization (this is run for offline mode (no state feedback)).": [[0, "simulate-py-offline-der-control-optimization-for-cost-minimization-this-is-run-for-offline-mode-no-state-feedback"]], "DLMODELS": [[0, "dlmodels"]], "elec_rates": [[0, "elec-rates"]], "feeders": [[0, "feeders"]], "feeder_population": [[0, "feeder-population"]], "solar_data": [[0, "solar-data"]], "test_cases": [[0, "test-cases"]], "Co-simulation cases.": [[0, "co-simulation-cases"]], "analysis": [[0, "analysis"]], "How to run": [[0, "how-to-run"]], "Post-simulation analysis": [[0, "post-simulation-analysis"], [1, "post-simulation-analysis"]], "Submodules": [[1, "submodules"], [2, "submodules"], [3, "submodules"], [8, "submodules"], [9, "submodules"], [10, "submodules"]], "cost_analysis module": [[1, "module-analysis.cost_analysis"]], "load_post_opt_costs module": [[1, "load-post-opt-costs-module"]], "plot_results module": [[1, "plot-results-module"]], "Charging simulator": [[2, "charging-simulator"]], "charging_sim.battery module": [[2, "module-charging_sim.battery"]], "charging_sim.batteryAgingSim module": [[2, "module-charging_sim.batteryAgingSim"]], "charging_sim.batterypack module": [[2, "module-charging_sim.batterypack"]], "charging_sim.batterytest module": [[2, "charging-sim-batterytest-module"]], "charging_sim.capacitor module": [[2, "module-charging_sim.capacitor"]], "charging_sim.chargingStation module": [[2, "module-charging_sim.chargingStation"]], "charging_sim.controller module": [[2, "module-charging_sim.controller"]], "charging_sim.electricityPrices module": [[2, "module-charging_sim.electricityPrices"]], "charging_sim.optimization module": [[2, "module-charging_sim.optimization"]], "charging_sim.orchestrator module": [[2, "module-charging_sim.orchestrator"]], "charging_sim.simulate module": [[2, "module-charging_sim.simulate"]], "charging_sim.solar module": [[2, "module-charging_sim.solar"]], "charging_sim.utils module": [[2, "module-charging_sim.utils"]], "Feeder population": [[3, "feeder-population"]], "feeder_population.feeder_population module": [[3, "feeder-population-feeder-population-module"]], "feeder_population.glm_mod_functions module": [[3, "module-feeder_population.glm_mod_functions"]], "test_cases.base_case package": [[8, "test-cases-base-case-package"]], "test_cases.base_case.event_handlers module": [[8, "test-cases-base-case-event-handlers-module"]], "test_cases.base_case.gblvar module": [[8, "test-cases-base-case-gblvar-module"]], "test_cases.base_case.glmptime module": [[8, "test-cases-base-case-glmptime-module"]], "test_cases.base_case.master_sim module": [[8, "test-cases-base-case-master-sim-module"]], "test_cases.base_case.sim module": [[8, "test-cases-base-case-sim-module"]], "test_cases.base_case.voltdump2 module": [[8, "test-cases-base-case-voltdump2-module"]], "test_cases.battery package": [[9, "test-cases-battery-package"]], "test_cases.battery.data_analysis module": [[9, "test-cases-battery-data-analysis-module"]], "test_cases.battery.event_handlers module": [[9, "test-cases-battery-event-handlers-module"]], "test_cases.battery.event_handlers_oneshot module": [[9, "test-cases-battery-event-handlers-oneshot-module"]], "test_cases.battery.gblvar module": [[9, "test-cases-battery-gblvar-module"]], "test_cases.battery.glmptime module": [[9, "test-cases-battery-glmptime-module"]], "test_cases.battery.master_sim module": [[9, "test-cases-battery-master-sim-module"]], "test_cases.battery.parse_voltages module": [[9, "test-cases-battery-parse-voltages-module"]], "test_cases.battery.scenarios module": [[9, "test-cases-battery-scenarios-module"]], "test_cases.battery.sim module": [[9, "test-cases-battery-sim-module"]], "test_cases.battery.voltdump2 module": [[9, "test-cases-battery-voltdump2-module"]], "test_cases.battery.feeder_population package": [[10, "test-cases-battery-feeder-population-package"]], "test_cases.battery.feeder_population.feeder_population module": [[10, "test-cases-battery-feeder-population-feeder-population-module"]], "test_cases.battery.feeder_population.feeder_population_old module": [[10, "test-cases-battery-feeder-population-feeder-population-old-module"]], "test_cases.battery.feeder_population.glm_mod_functions module": [[10, "module-test_cases.battery.feeder_population.glm_mod_functions"]]}, "indexentries": {"costestimator (class in analysis.cost_analysis)": [[1, "analysis.cost_analysis.CostEstimator"]], "analysis": [[1, "module-analysis"]], "analysis.cost_analysis": [[1, "module-analysis.cost_analysis"]], "calculate_battery_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_battery_cost"]], "calculate_electricity_cost_pgebev2s() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_electricity_cost_PGEBEV2s"]], "calculate_solar_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_solar_cost"]], "calculate_trans_loss_of_life() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_trans_loss_of_life"]], "module": [[1, "module-analysis"], [1, "module-analysis.cost_analysis"], [2, "module-charging_sim"], [2, "module-charging_sim.battery"], [2, "module-charging_sim.batteryAgingSim"], [2, "module-charging_sim.batterypack"], [2, "module-charging_sim.capacitor"], [2, "module-charging_sim.chargingStation"], [2, "module-charging_sim.controller"], [2, "module-charging_sim.electricityPrices"], [2, "module-charging_sim.optimization"], [2, "module-charging_sim.orchestrator"], [2, "module-charging_sim.simulate"], [2, "module-charging_sim.solar"], [2, "module-charging_sim.utils"], [3, "module-feeder_population"], [3, "module-feeder_population.glm_mod_functions"], [7, "module-test_cases"], [8, "module-test_cases.base_case"], [9, "module-test_cases.battery"], [10, "module-test_cases.battery.feeder_population"], [10, "module-test_cases.battery.feeder_population.glm_mod_functions"]], "plot_loads() (analysis.cost_analysis.costestimator static method)": [[1, "analysis.cost_analysis.CostEstimator.plot_loads"]], "plot_power() (analysis.cost_analysis.costestimator static method)": [[1, "analysis.cost_analysis.CostEstimator.plot_power"]], "plot_soc() (analysis.cost_analysis.costestimator static method)": [[1, "analysis.cost_analysis.CostEstimator.plot_soc"]], "solar_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.solar_cost"]], "transformer_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.transformer_cost"]], "battery (class in charging_sim.battery)": [[2, "charging_sim.battery.Battery"]], "battery (class in charging_sim.batterypack)": [[2, "charging_sim.batterypack.Battery"]], "batteryaging (class in charging_sim.batteryagingsim)": [[2, "charging_sim.batteryAgingSim.BatteryAging"]], "capacitor (class in charging_sim.capacitor)": [[2, "charging_sim.capacitor.Capacitor"]], "chargingsim (class in charging_sim.orchestrator)": [[2, "charging_sim.orchestrator.ChargingSim"]], "chargingstation (class in charging_sim.chargingstation)": [[2, "charging_sim.chargingStation.ChargingStation"]], "lfp_cal_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.LFP_cal_aging"]], "lfp_cyc_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.LFP_cyc_aging"]], "mpc (class in charging_sim.controller)": [[2, "charging_sim.controller.MPC"]], "nmc_cal_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.NMC_cal_aging"]], "nmc_cyc_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.NMC_cyc_aging"]], "oneshot (class in charging_sim.controller)": [[2, "charging_sim.controller.Oneshot"]], "optimization (class in charging_sim.optimization)": [[2, "charging_sim.optimization.Optimization"]], "pge_bev2_s() (in module charging_sim.utils)": [[2, "charging_sim.utils.PGE_BEV2_S"]], "priceloader (class in charging_sim.electricityprices)": [[2, "charging_sim.electricityPrices.PriceLoader"]], "r_pack (charging_sim.batterypack.battery attribute)": [[2, "charging_sim.batterypack.Battery.R_pack"]], "solar (class in charging_sim.solar)": [[2, "charging_sim.solar.Solar"]], "add_demand_charge() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.add_demand_charge"]], "add_power_profile_to_object() (in module charging_sim.utils)": [[2, "charging_sim.utils.add_power_profile_to_object"]], "aggregate_constraints() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.aggregate_constraints"]], "battery_setup() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.battery_setup"]], "battery_setup() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.battery_setup"]], "battery_setup_2() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.battery_setup_2"]], "battery_setup_2() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.battery_setup_2"]], "battery_type (charging_sim.batterypack.battery attribute)": [[2, "charging_sim.batterypack.Battery.battery_type"]], "build_battery_cost() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.build_battery_cost"]], "build_cost_pge_bev2s() (in module charging_sim.utils)": [[2, "charging_sim.utils.build_cost_PGE_BEV2S"]], "build_electricity_cost() (in module charging_sim.utils)": [[2, "charging_sim.utils.build_electricity_cost"]], "build_emissions_cost() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.build_emissions_cost"]], "build_objective() (in module charging_sim.utils)": [[2, "charging_sim.utils.build_objective"]], "build_transformer_cost() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.build_transformer_cost"]], "charging_sim": [[2, "module-charging_sim"]], "charging_sim.battery": [[2, "module-charging_sim.battery"]], "charging_sim.batteryagingsim": [[2, "module-charging_sim.batteryAgingSim"]], "charging_sim.batterypack": [[2, "module-charging_sim.batterypack"]], "charging_sim.capacitor": [[2, "module-charging_sim.capacitor"]], "charging_sim.chargingstation": [[2, "module-charging_sim.chargingStation"]], "charging_sim.controller": [[2, "module-charging_sim.controller"]], "charging_sim.electricityprices": [[2, "module-charging_sim.electricityPrices"]], "charging_sim.optimization": [[2, "module-charging_sim.optimization"]], "charging_sim.orchestrator": [[2, "module-charging_sim.orchestrator"]], "charging_sim.simulate": [[2, "module-charging_sim.simulate"]], "charging_sim.solar": [[2, "module-charging_sim.solar"]], "charging_sim.utils": [[2, "module-charging_sim.utils"]], "compute_control() (charging_sim.controller.mpc method)": [[2, "charging_sim.controller.MPC.compute_control"]], "compute_control() (charging_sim.controller.oneshot method)": [[2, "charging_sim.controller.Oneshot.compute_control"]], "config (charging_sim.batterypack.battery attribute)": [[2, "charging_sim.batterypack.Battery.config"]], "controller (charging_sim.batterypack.battery attribute)": [[2, "charging_sim.batterypack.Battery.controller"]], "create_battery_object() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.create_battery_object"]], "create_charging_stations() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.create_charging_stations"]], "create_charging_stations_oneshot() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.create_charging_stations_oneshot"]], "create_solar_object() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.create_solar_object"]], "downscale() (charging_sim.electricityprices.priceloader method)": [[2, "charging_sim.electricityPrices.PriceLoader.downscale"]], "downscale() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.downscale"]], "dynamics() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.dynamics"]], "dynamics() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.dynamics"]], "est_calendar_aging() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.est_calendar_aging"]], "est_calendar_aging() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.est_calendar_aging"]], "est_cyc_aging() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.est_cyc_aging"]], "est_cyc_aging() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.est_cyc_aging"]], "get_ocv() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.get_OCV"]], "get_ocv() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.get_OCV"]], "get_ro() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.get_Ro"]], "get_action() (charging_sim.orchestrator.chargingsim static method)": [[2, "charging_sim.orchestrator.ChargingSim.get_action"]], "get_aging_value() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.get_aging_value"]], "get_aging_value() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.get_aging_value"]], "get_aging_value() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.get_aging_value"]], "get_battery_constraint() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.get_battery_constraint"]], "get_battery_constraints() (charging_sim.controller.mpc method)": [[2, "charging_sim.controller.MPC.get_battery_constraints"]], "get_battery_constraints() (charging_sim.controller.oneshot method)": [[2, "charging_sim.controller.Oneshot.get_battery_constraints"]], "get_calendar_aging() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.get_calendar_aging"]], "get_charger_obj_by_loc() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.get_charger_obj_by_loc"]], "get_charging_sites() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.get_charging_sites"]], "get_constraints() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.get_constraints"]], "get_constraints() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.get_constraints"]], "get_current_load() (charging_sim.chargingstation.chargingstation method)": [[2, "charging_sim.chargingStation.ChargingStation.get_current_load"]], "get_cyc_aging() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.get_cyc_aging"]], "get_power() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.get_power"]], "get_power_profile() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.get_power_profile"]], "get_power_profile() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.get_power_profile"]], "get_prices() (charging_sim.electricityprices.priceloader method)": [[2, "charging_sim.electricityPrices.PriceLoader.get_prices"]], "get_properties() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.get_properties"]], "get_roundtrip_efficiency() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.get_roundtrip_efficiency"]], "get_roundtrip_efficiency() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.get_roundtrip_efficiency"]], "get_solar_output() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.get_solar_output"]], "get_total_aging() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.get_total_aging"]], "get_total_aging() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.get_total_aging"]], "get_total_aging() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.get_total_aging"]], "get_true_power() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.get_true_power"]], "get_true_power() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.get_true_power"]], "initialize_aging_sim() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.initialize_aging_sim"]], "initialize_controllers() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.initialize_controllers"]], "initialize_forecast_data() (charging_sim.controller.mpc method)": [[2, "charging_sim.controller.MPC.initialize_forecast_data"]], "initialize_price_loader() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.initialize_price_loader"]], "initialize_solar_module() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.initialize_solar_module"]], "is_ev_arrived() (charging_sim.chargingstation.chargingstation method)": [[2, "charging_sim.chargingStation.ChargingStation.is_EV_arrived"]], "is_charging() (charging_sim.chargingstation.chargingstation method)": [[2, "charging_sim.chargingStation.ChargingStation.is_charging"]], "load_battery_ocv() (charging_sim.controller.mpc method)": [[2, "charging_sim.controller.MPC.load_battery_ocv"]], "load_battery_ocv() (charging_sim.controller.oneshot method)": [[2, "charging_sim.controller.Oneshot.load_battery_ocv"]], "load_battery_params() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.load_battery_params"]], "load_config() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.load_config"]], "load_pack_props() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.load_pack_props"]], "load_prices() (in module charging_sim.utils)": [[2, "charging_sim.utils.load_prices"]], "load_results_summary() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.load_results_summary"]], "main() (in module charging_sim.electricityprices)": [[2, "charging_sim.electricityPrices.main"]], "main() (in module charging_sim.solar)": [[2, "charging_sim.solar.main"]], "make_scenarios() (in module charging_sim.simulate)": [[2, "charging_sim.simulate.make_scenarios"]], "modify_res() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.modify_res"]], "multistep() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.multistep"]], "nominal_pack_cap (charging_sim.batterypack.battery attribute)": [[2, "charging_sim.batterypack.Battery.nominal_pack_cap"]], "reset_load() (charging_sim.controller.mpc method)": [[2, "charging_sim.controller.MPC.reset_load"]], "reset_load() (charging_sim.controller.oneshot method)": [[2, "charging_sim.controller.Oneshot.reset_load"]], "reset_loads() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.reset_loads"]], "run() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.run"]], "run() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.run"]], "run() (in module charging_sim.simulate)": [[2, "charging_sim.simulate.run"]], "run_scenario_single() (in module charging_sim.simulate)": [[2, "charging_sim.simulate.run_scenario_single"]], "run_scenarios_parallel() (in module charging_sim.simulate)": [[2, "charging_sim.simulate.run_scenarios_parallel"]], "run_scenarios_sequential() (in module charging_sim.simulate)": [[2, "charging_sim.simulate.run_scenarios_sequential"]], "save_sim_data() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.save_sim_data"]], "save_sim_data() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.save_sim_data"]], "save_sim_data() (charging_sim.chargingstation.chargingstation method)": [[2, "charging_sim.chargingStation.ChargingStation.save_sim_data"]], "save_states() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.save_states"]], "set_current_load() (charging_sim.chargingstation.chargingstation method)": [[2, "charging_sim.chargingStation.ChargingStation.set_current_load"]], "set_month_data() (charging_sim.electricityprices.priceloader method)": [[2, "charging_sim.electricityPrices.PriceLoader.set_month_data"]], "setup() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.setup"]], "state_eqn() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.state_eqn"]], "state_eqn() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.state_eqn"]], "step() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.step"]], "test() (in module charging_sim.battery)": [[2, "charging_sim.battery.test"]], "test() (in module charging_sim.batterypack)": [[2, "charging_sim.batterypack.test"]], "thermal_dynamics() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.thermal_dynamics"]], "thermal_dynamics() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.thermal_dynamics"]], "track_soc() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.track_SOC"]], "track_soc() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.track_SOC"]], "update_soc() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.update_SOC"]], "update_capacity() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.update_capacity"]], "update_capacity() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.update_capacity"]], "update_capacity() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.update_capacity"]], "update_history() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.update_history"]], "update_load() (charging_sim.chargingstation.chargingstation method)": [[2, "charging_sim.chargingStation.ChargingStation.update_load"]], "update_load_oneshot() (charging_sim.chargingstation.chargingstation method)": [[2, "charging_sim.chargingStation.ChargingStation.update_load_oneshot"]], "update_max_current() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.update_max_current"]], "update_max_current() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.update_max_current"]], "update_params() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.update_params"]], "update_resistance() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.update_resistance"]], "update_scenario() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.update_scenario"]], "update_status() (charging_sim.chargingstation.chargingstation method)": [[2, "charging_sim.chargingStation.ChargingStation.update_status"]], "update_steps() (charging_sim.orchestrator.chargingsim method)": [[2, "charging_sim.orchestrator.ChargingSim.update_steps"]], "update_voltage() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.update_voltage"]], "update_voltage() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.update_voltage"]], "visualize() (charging_sim.battery.battery method)": [[2, "charging_sim.battery.Battery.visualize"]], "visualize() (charging_sim.batterypack.battery method)": [[2, "charging_sim.batterypack.Battery.visualize"]], "visualize() (charging_sim.chargingstation.chargingstation method)": [[2, "charging_sim.chargingStation.ChargingStation.visualize"]], "feeder_population": [[3, "module-feeder_population"]], "feeder_population.glm_mod_functions": [[3, "module-feeder_population.glm_mod_functions"]], "load_base_glm() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.load_base_glm"]], "replace_load_w_meter() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.replace_load_w_meter"]], "replace_load_w_meter_old() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.replace_load_w_meter_old"]], "write_base_glm() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_base_glm"]], "write_class_dict() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_class_dict"]], "write_clock_dict() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_clock_dict"]], "write_filter_dict() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_filter_dict"]], "write_mod_dict() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_mod_dict"]], "write_obj_dict() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_obj_dict"]], "test_cases": [[7, "module-test_cases"]], "test_cases.base_case": [[8, "module-test_cases.base_case"]], "test_cases.battery": [[9, "module-test_cases.battery"]], "load_base_glm() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.load_base_glm"]], "replace_load_w_meter() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.replace_load_w_meter"]], "replace_load_w_meter_old() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.replace_load_w_meter_old"]], "test_cases.battery.feeder_population": [[10, "module-test_cases.battery.feeder_population"]], "test_cases.battery.feeder_population.glm_mod_functions": [[10, "module-test_cases.battery.feeder_population.glm_mod_functions"]], "write_base_glm() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_base_glm"]], "write_class_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_class_dict"]], "write_clock_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_clock_dict"]], "write_filter_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_filter_dict"]], "write_mod_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_mod_dict"]], "write_obj_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_obj_dict"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["README", "analysis", "batt_sys_identification", "charging_sim", "feeder_population", "index", "modules", "readme", "test_cases", "test_cases.base_case", "test_cases.battery", "test_cases.battery.feeder_population"], "filenames": ["README.md", "analysis.rst", "batt_sys_identification.rst", "charging_sim.rst", "feeder_population.rst", "index.rst", "modules.rst", "readme.rst", "test_cases.rst", "test_cases.base_case.rst", "test_cases.battery.rst", "test_cases.battery.feeder_population.rst"], "titles": ["EV-Ecosim platform", "Post-simulation analysis", "Battery System Identification", "Charging simulator", "Feeder population", "Welcome to EV-Ecosim 1.0.0", "Packages", "Readme", "Test cases", "test_cases.base_case package", "test_cases.battery package", "test_cases.battery.feeder_population package"], "terms": {"A": [0, 1, 3], "grid": [0, 1, 3, 5], "awar": [0, 5], "design": [0, 3], "vehicl": [0, 3], "paper": [0, 2, 3], "http": [0, 1, 3], "doi": [0, 3], "org": [0, 3], "10": [0, 2, 3], "36227": [0, 3], "techrxiv": [0, 3], "23596725": [0, 3], "v2": [0, 3], "emmanuel": 0, "balogun": [0, 3], "ebalogun": 0, "stanford": 0, "edu": 0, "lili": 0, "buechler": 0, "ebuech": 0, "gismo": 0, "slac": 0, "gridlab": [0, 4, 5, 11], "d": [0, 4, 5, 11], "instal": [0, 3], "master": 0, "branch": 0, "github": [0, 5], "com": [0, 3], "arra": 0, "energi": [0, 3], "gridlabd": 0, "version": [0, 3, 5], "python": [0, 5], "recommend": 0, "aw": 0, "ec2": 0, "hipa": 0, "ami": 0, "beauharnoi": 0, "x": 0, "ambient": [0, 3], "_": 0, "data": [0, 1, 2, 3], "temperatur": [0, 3], "captur": 0, "effect": [0, 3], "environment": 0, "condit": 0, "subsystem": 0, "transform": [0, 1, 3], "base": [0, 1, 2, 3, 5, 11], "load": [0, 1, 2, 3, 4, 11], "includ": [0, 1, 2, 3, 5], "exist": [0, 3], "build": [0, 1, 3], "home": [0, 3], "usual": [0, 3], "uncontrol": 0, "within": [0, 1, 2, 3], "distribut": [0, 1, 3, 5], "work": [0, 2, 3], "proprietari": 0, "pecan": 0, "street": 0, "below": 0, "an": [0, 3], "exmapl": 0, "prototyp": 0, "note": [0, 3], "column": [0, 2], "field": [0, 2], "ar": [0, 1, 2, 3], "sensit": [0, 2], "The": [0, 1, 2, 3, 5], "origin": [0, 2], "ha": [0, 3], "minut": [0, 3], "resolut": [0, 3], "power": [0, 1, 3, 4, 5, 11], "system": [0, 1, 3, 4, 5, 6, 11], "batt": [0, 3], "sy": 0, "identif": [0, 3, 5, 6], "class": [0, 1, 2, 3, 4, 11], "gener": [0, 2, 3], "paramet": [0, 1, 2, 3, 4, 11], "from": [0, 1, 2, 3, 4], "experiment": 0, "leverag": 0, "genet": [0, 2], "algorithm": [0, 2], "model": [0, 2, 3, 4, 5, 11], "2nd": 0, "order": 0, "rc": 0, "equival": [0, 2], "circuit": [0, 2, 3], "ecm": [0, 2], "One": 0, "can": [0, 1, 2, 3], "custom": 0, "nmc": [0, 3], "upload": 0, "csv": [0, 2, 3], "file": [0, 1, 2, 3, 4, 11], "param": [0, 2, 3], "shown": [0, 5], "save": [0, 1, 3], "new": [0, 2, 3], "addit": 0, "correct": [0, 2, 3], "open": [0, 2, 3], "voltag": [0, 1, 2, 3], "ocv": [0, 2, 3], "valu": [0, 1, 2, 3], "label": [0, 1], "ocv_corr": 0, "abov": 0, "onc": [0, 3], "thei": [0, 2], "battery_data": 0, "config": [0, 3, 6], "json": [0, 3], "modifi": [0, 3, 4, 11], "so": [0, 3], "sim": [0, 3, 6, 8], "contain": [0, 1, 3, 5, 11], "which": [0, 1, 2, 3], "configur": [0, 3], "all": [0, 1, 2, 3, 4], "relev": [0, 3], "implement": [0, 1, 3], "physic": [0, 3], "legaci": 0, "forecast": [0, 3], "develop": [0, 5], "need": [0, 3], "elec": 0, "rate": [0, 3], "time": [0, 2, 3], "tou": [0, 3], "input": [0, 2, 3], "user": [0, 2, 3], "must": [0, 2, 3], "normal": [0, 1], "full": [0, 3], "year": [0, 3], "size": [0, 2], "365": 0, "dai": [0, 1, 3], "avoid": 0, "ani": [0, 2, 3], "error": [0, 2], "format": 0, "read": 0, "sampl": [0, 3], "dure": [0, 2, 3], "should": [0, 3], "one": [0, 2, 3], "15": [0, 3], "also": [0, 1, 3], "help": [0, 3], "downscal": [0, 3, 6], "much": [0, 3], "coarser": 0, "librari": [0, 3], "ieee": [0, 1], "test": [0, 2, 3, 5, 6], "pnnl": 0, "taxonomi": 0, "glm": [0, 4, 11], "have": [0, 2, 3, 5], "spot": 0, "specifi": [0, 3], "primari": 0, "level": [0, 1, 3], "secondari": [0, 3], "popul": [0, 2, 5, 6], "script": 0, "vari": 0, "resourc": [0, 1], "necessari": 0, "txt": [0, 3], "residenti": 0, "repo": 0, "limit": [0, 3], "access": [0, 3, 5], "irradi": [0, 3], "overal": [0, 1, 3], "default": [0, 2, 3], "nation": 0, "radiat": 0, "databas": 0, "nsrdb": 0, "san": 0, "francisco": 0, "bai": 0, "area": [0, 3], "renew": 0, "laboratori": 0, "nrel": [0, 1], "month": [0, 3], "index": [0, 3, 5], "1": [0, 2, 3], "12": [0, 1, 3], "inclus": [0, 2], "januari": 0, "decemb": [0, 3], "hourli": 0, "interv": 0, "oversampl": 0, "4": 0, "dataset": [0, 3], "ghi": [0, 3], "repres": 0, "global": [0, 3], "horizont": [0, 3], "w": 0, "m": 0, "2": [0, 2], "total": [0, 3], "amount": [0, 1], "shortwav": 0, "receiv": 0, "surfac": [0, 3], "ground": 0, "base_cas": [0, 6, 8], "write": [0, 2, 4, 11], "inject": [0, 3], "each": [0, 1, 3], "timestep": 0, "rlsf": 0, "plu": 0, "recurs": 0, "least": [0, 3], "squar": 0, "filter": [0, 4, 11], "estim": [0, 1, 3, 5], "network": [0, 1, 3, 5], "onlin": 0, "thermal": [0, 3], "integr": [0, 5], "plot": [0, 1, 2, 3], "result": [0, 1, 3], "calcul": [0, 1, 3], "impact": [0, 5], "plot_result": [0, 6], "pars": 0, "percentag": [0, 2], "violat": [0, 1], "per": [0, 2, 3], "ansi": 0, "c84": 0, "variabl": [0, 3], "string": [0, 3], "path": [0, 3], "where": [0, 3], "powerflow": 0, "output": [0, 3, 4], "node": [0, 1, 3], "load_post_opt_cost": [0, 6], "tabl": 0, "matric": 0, "respect": [0, 3], "cost_analysi": [0, 6], "costestim": [0, 1, 6], "differ": [0, 1, 3], "compon": [0, 1], "creat": [0, 1, 3], "environ": 0, "conda": 0, "env": 0, "name": [0, 3], "your": [0, 3], "f": [0, 3], "yml": 0, "OR": 0, "packag": [0, 5, 8], "list": [0, 1, 3, 4], "manual": 0, "ensur": [0, 2, 3], "follow": [0, 2, 3], "method": [0, 3], "For": 0, "navig": 0, "set": [0, 2, 3], "prepar": 0, "confirm": 0, "successfulli": 0, "ieee123_secondari": 0, "ieee123_popul": 0, "you": 0, "done": [0, 2, 3], "initi": [0, 3], "pre": [0, 2, 3], "prep": 0, "now": [0, 3], "out": [0, 3], "scenario": [0, 1, 3, 6, 8], "python3": 0, "ev50_cosimul": 0, "master_sim": [0, 6, 8], "pleas": [0, 2], "see": [0, 2], "section": 0, "more": [0, 2, 3], "detail": 0, "thi": [1, 2, 3, 5], "cost": [1, 3], "der": [1, 3], "simul": [2, 4, 5, 6, 11], "num_dai": 1, "sourc": [1, 2, 3, 4, 11], "object": [1, 2, 3, 4, 11], "i": [1, 2, 3, 5], "us": [1, 2, 3, 5], "asset": [1, 3], "ev": [1, 3], "ecosim": [1, 3], "number": [1, 2, 3], "run": [1, 2, 3, 5, 6], "calculate_battery_cost": [1, 6], "result_dir": 1, "batteri": [1, 5, 6, 8], "updat": [1, 2, 3], "lcoe": 1, "directori": 1, "dictionari": [1, 3, 4, 11], "return": [1, 2, 3, 4, 11], "dict": [1, 3, 4], "result_dict": 1, "calculate_electricity_cost_pgebev2": [1, 6], "pge_separate_fil": 1, "true": [1, 2, 3], "electr": [1, 3], "pgebev2": 1, "given": [1, 2, 3], "str": [1, 3], "compris": 1, "dollar": 1, "calculate_solar_cost": [1, 6], "pull": [1, 3], "solar": [1, 5, 6], "ref": [1, 3], "www": [1, 3], "gov": 1, "market": 1, "research": 1, "html": 1, "To": 1, "deprec": [1, 3], "soon": 1, "none": [1, 2, 3], "calculate_trans_loss_of_lif": [1, 6], "expect": 1, "loss": [1, 3], "life": [1, 3], "refer": 1, "5": 1, "11": 1, "3": [1, 2, 5], "std": 1, "c57": 1, "00": 1, "2010": 1, "minimum": [1, 3], "insul": 1, "180": 1, "000": 1, "hour": [1, 3], "static": [1, 3], "plot_load": [1, 6], "total_load": 1, "net_load": 1, "prefix": [1, 3], "overlai": 1, "net": [1, 3], "post": [3, 5, 6], "visual": [1, 3, 6], "demand": [1, 3], "control": [1, 6], "minu": 1, "buffer": 1, "legend": 1, "curv": 1, "plot_pow": [1, 6], "power_pr": 1, "predict": [1, 3], "plot_soc": [1, 6], "soc": [1, 2, 3], "soc_pr": 1, "state": [1, 2, 3], "charg": [1, 2, 5, 6], "solar_cost": [1, 6], "capit": 1, "Not": [1, 2, 3], "fulli": [1, 3], "locat": [1, 3], "pv": [1, 3], "transformer_cost": [1, 3, 6], "cannot": [1, 3], "find": [1, 2, 3], "good": 1, "yet": [1, 2, 3], "ag": [1, 3], "battery_typ": [3, 6], "instanti": [2, 3], "constraint": 3, "properti": 3, "mainli": 3, "max": 3, "c": 3, "determin": 3, "capac": 3, "cell": [2, 3], "multipl": 3, "v": 3, "maximum": 3, "allow": 3, "min": 3, "nomin": 3, "kwh": 3, "deliver": 3, "id": 3, "celsiu": 3, "type": 3, "inconsequenti": 3, "current": [2, 3], "dynam": [3, 6], "bu": 3, "resid": 3, "self": 3, "main": [3, 6], "attribut": [2, 3], "battery_setup": [3, 6], "up": 3, "seri": [2, 3], "parallel": 3, "scale": 3, "ah": 3, "setup": [3, 6], "fix": 3, "while": 3, "float": 3, "pack": 3, "wh": 3, "topologi": 3, "battery_setup_2": [3, 6], "instead": 3, "therebi": 3, "same": 3, "pack_max_ah": 3, "watt": 3, "amp": 3, "cell_amp_hr": 3, "cell_voltag": 3, "propag": 3, "forward": 3, "step": [3, 6], "It": [3, 5], "take": [2, 3], "amper": 3, "np": 3, "cycl": 3, "respons": [2, 3], "est_calendar_ag": [3, 6], "constant": 3, "calendar": 3, "sole": 3, "depend": 3, "later": 3, "linear": [2, 3], "est_cyc_ag": [3, 6], "hess": 3, "et": 3, "al": 3, "its": 3, "cvx": 3, "cvxpy": 3, "describ": [2, 3], "function": [3, 4, 11], "get_ocv": [3, 6], "map": 3, "store": 3, "via": [2, 3, 5], "interpol": 3, "obtain": 3, "priori": 3, "": 3, "get_ro": [2, 3, 6], "possibli": 3, "get_aging_valu": [3, 6], "experienc": 3, "far": 3, "get_power_profil": [3, 6], "profil": 3, "certain": 3, "get_properti": [3, 6], "get_roundtrip_effici": [3, 6], "get_total_ag": [3, 6], "get_true_pow": [3, 6], "save_sim_data": [3, 6], "save_prefix": 3, "over": [2, 3], "call": 3, "upon": 3, "conclus": 3, "desir": [2, 3], "folder": [2, 3], "save_st": [3, 6], "state_eqn": [3, 6], "append": 3, "discret": 3, "equat": 3, "here": 3, "g": 3, "l": 3, "plett": 3, "manag": 3, "volum": 3, "artech": 3, "hous": 3, "2015": 3, "vol": 3, "boolean": 3, "decid": 3, "track": 3, "b": 3, "analys": 3, "histori": 3, "vector": [2, 3], "thermal_dynam": [3, 6], "futur": 3, "track_soc": [3, 6], "update_soc": [3, 6], "update_capac": [3, 6], "anticip": 3, "update_max_curr": [3, 6], "verbos": 3, "fals": [2, 3], "update_param": [3, 6], "chang": 3, "update_voltag": [3, 6], "option": 3, "batteryag": [3, 6], "enact": 3, "resist": [2, 3], "datetim": 3, "num_step": 3, "re": 3, "linimncoo2": 3, "ad": 3, "link": [3, 5], "sciencedirect": 3, "scienc": 3, "articl": 3, "pii": 3, "s0378775314001876": 3, "beta_cap": 3, "fade": 3, "factor": 3, "alpha_cap": 3, "beta_r": 3, "growth": 3, "alpha_r": 3, "assumpt": 3, "homogen": 3, "uniform": 3, "across": 3, "vicin": 3, "lfp_cal_ag": [3, 6], "lfp_cyc_ag": [3, 6], "nmc_cal_ag": [3, 6], "nmc_cyc_ag": [3, 6], "get_calendar_ag": [3, 6], "tupl": 3, "due": 3, "get_cyc_ag": [3, 6], "THe": 3, "both": 3, "adopt": 3, "schmalsteig": 3, "update_resist": [3, 6], "program": 3, "usag": 3, "proper": 3, "py": 3, "exampl": 3, "battery_config_path": 3, "r": 3, "battery_config": 3, "params_list": 3, "kei": 3, "params_": 3, "Then": 3, "params_kei": 3, "actual": 3, "those": 3, "prior": 3, "loadtxt": 3, "path_prefix": 3, "constructor": 3, "buffer_batteri": 3, "r_pack": [3, 6], "sum": 3, "aging_c": 3, "lost": 3, "after": 3, "round": 3, "trip": 3, "effici": 3, "_eff": 3, "last": 3, "load_pack_prop": [3, 6], "dx": 3, "nominal_pack_cap": [3, 6], "meth": 3, "intern": 3, "avail": [3, 5], "defer": 3, "TO": 3, "BE": 3, "anymor": 3, "onli": 3, "right": 3, "behavior": 3, "inspect": 3, "end": 3, "host": [2, 3], "station": [3, 5], "storag": 3, "statu": 3, "idl": 3, "produc": 3, "reactiv": 3, "contribut": 3, "retain": 3, "inform": [3, 5], "etc": 3, "ingest": 3, "assign": 3, "get_current_load": [3, 6], "kw": 3, "is_ev_arriv": [3, 6], "is_charg": [3, 6], "set_current_load": [3, 6], "update_load": [3, 6], "net_grid_load": 3, "ev_load": 3, "mpc": [3, 6], "mode": 3, "update_load_oneshot": [3, 6], "offlin": 3, "non": [2, 3], "update_statu": [3, 6], "scheme": [2, 3], "bess": 3, "compute_control": [3, 6], "price_vector": 3, "action": 3, "comput": 3, "pass": 3, "control_act": 3, "signal": 3, "arbitrag": 3, "get_battery_constraint": [3, 6], "requir": 3, "satisfi": 3, "storage_constraint": 3, "initialize_forecast_data": [3, 6], "load_battery_ocv": [3, 6], "learn": 3, "reset_load": [3, 6], "oneshot": [3, 6], "96": 3, "feedback": 3, "price": 3, "structur": [3, 4, 11], "problem": 3, "pge_bev2_": [3, 6], "valid": 3, "california": 3, "howev": [2, 3], "own": 3, "numpi": 3, "arrai": 3, "priceload": [3, 6], "evs": 3, "profit": 3, "loader": 3, "first": 3, "repositori": 3, "input_r": 3, "output_r": 3, "finer": 3, "similar": 3, "panda": [2, 3], "typic": 3, "get_pric": [3, 6], "start_idx": 3, "7": [2, 3], "assum": 3, "do": 3, "int": 3, "start": 3, "cardin": 3, "being": [2, 3], "jan": 3, "ndarrai": 3, "set_month_data": [3, 6], "solv": 3, "objective_typ": 3, "power_demand": 3, "time_r": 3, "0": [2, 3], "solver": [3, 5], "gurobi": 3, "degrad": 3, "convex": 3, "mix": 3, "integ": 3, "select": [2, 3], "separ": 3, "pc": 3, "success": 3, "counter": 3, "identifi": 3, "backend": 3, "invok": 3, "eco": 3, "mosek": 3, "add_demand_charg": [3, 6], "aggregate_constraint": [3, 6], "aggreg": 3, "build_battery_cost": [3, 6], "build_emissions_cost": [3, 6], "emiss": 3, "build_transformer_cost": [3, 6], "get_constraint": [3, 6], "instanc": [2, 3, 4], "chargingsim": [3, 6], "entir": 3, "num_charging_sit": 3, "6": 3, "num_ev": 3, "1600": 3, "custom_ev_data": 3, "custom_ev_data_path": 3, "custom_solar_data": 3, "custom_solar_data_path": 3, "organ": 3, "other": 3, "sequenti": 3, "manner": 3, "bool": 3, "If": 3, "site": 3, "o": 3, "create_battery_object": [3, 6], "idx": 3, "node_prop": 3, "l2": 3, "dcfc": 3, "create_charging_st": [3, 6], "power_nod": 3, "buse": 3, "create_charging_stations_oneshot": [3, 6], "create_solar_object": [3, 6], "loc": 3, "get_act": [3, 6], "get_charger_obj_by_loc": [3, 6], "get_charging_sit": [3, 6], "initialize_aging_sim": [3, 6], "initialize_control": [3, 6], "initialize_price_load": [3, 6], "memori": 3, "initialize_solar_modul": [3, 6], "load_battery_param": [3, 6], "directli": 3, "unless": 3, "otherwis": 3, "load_config": [3, 6], "walk": 3, "through": 3, "them": 3, "load_results_summari": [3, 6], "save_path_prefix": 3, "some": [2, 3], "multistep": [3, 6], "faster": 3, "than": 3, "horizon": 3, "perfect": 3, "foresight": 3, "daili": 3, "reset": 3, "power_nodes_list": 3, "accordingli": 3, "specif": 3, "stepsiz": 3, "update_scenario": [3, 6], "match": 3, "update_step": [3, 6], "move": 3, "namepl": 3, "p_": 3, "eta": 3, "panel": 3, "make": 3, "decis": 3, "flow": [3, 5], "devic": 3, "get_pow": [3, 6], "desired_shap": 3, "get_solar_output": [3, 6], "modify_r": [3, 6], "new_r": 3, "update_histori": [3, 6], "purpos": 3, "mayb": 3, "schedul": 3, "pge": 3, "doc": 3, "found": 3, "add_power_profile_to_object": [3, 6], "battery_power_profil": 3, "build_cost_pge_bev2": [3, 6], "energy_prices_t": 3, "penalize_max_pow": 3, "max_power_pen": 3, "1000": 3, "heurist": 3, "averag": 3, "conserv": 3, "gamma": 3, "build_electricity_cost": [3, 6], "demand_charg": 3, "opt": 3, "build_object": [3, 6], "electricity_cost": 3, "battery_degradation_cost": 3, "we": [3, 5], "minim": 3, "load_pric": [3, 6], "time_interv": 3, "load_base_glm": [4, 6, 10, 11], "base_file_dir": [4, 11], "base_glm_fil": [4, 11], "replace_load_w_met": [4, 6, 10, 11], "glm_dict": [4, 11], "match_str": [4, 11], "rep_str": [4, 11], "obj_typ": [4, 11], "replac": [4, 11], "meter": [4, 11], "replace_load_w_meter_old": [4, 6, 10, 11], "write_base_glm": [4, 6, 10, 11], "globals_list": [4, 11], "include_list": [4, 11], "out_dir": [4, 11], "file_nam": [4, 11], "sync_list": [4, 11], "write_class_dict": [4, 6, 10, 11], "gld_dict": [4, 11], "class_nam": [4, 11], "correspond": [2, 4, 11], "gld": [4, 11], "write_clock_dict": [4, 6, 10, 11], "clock": [4, 11], "write_filter_dict": [4, 6, 10, 11], "write_mod_dict": [4, 6, 10, 11], "mod_nam": [4, 11], "write_obj_dict": [4, 6, 10, 11], "dict_kei": [4, 11], "co": 5, "platform": 5, "interfac": 5, "phase": 5, "unbalanc": 5, "fast": 5, "made": 5, "web": [2, 5], "tool": [2, 5], "public": 5, "most": 5, "code": 5, "document": [2, 5], "project": 5, "still": 5, "under": 5, "activ": 5, "improv": 5, "todo": 5, "tutori": 5, "analysi": [5, 6], "feeder": [5, 6], "case": [2, 5, 6], "readm": 5, "guid": [], "cite": [], "modul": [2, 5, 6], "search": [2, 5], "page": 5, "submodul": [6, 8], "content": 6, "charging_sim": 6, "batteryagingsim": 6, "batterypack": 6, "batterytest": 6, "capacitor": 6, "chargingst": 6, "electricitypric": 6, "optim": [2, 6], "orchestr": 6, "util": 6, "feeder_popul": [6, 8, 10], "glm_mod_funct": [6, 8, 10], "subpackag": 6, "test_cas": [6, 8], "event_handl": [6, 8], "gblvar": [6, 8], "glmptime": [6, 8], "voltdump2": [6, 8], "data_analysi": [6, 8], "event_handlers_oneshot": [6, 8], "parse_voltag": [6, 8], "feeder_population_old": [8, 10], "without": 3, "studi": 3, "character": 3, "what": 3, "would": 3, "occur": 3, "situ": 3, "wa": [2, 3], "make_scenario": [3, 6], "No": 3, "preload": 3, "reflect": 3, "run_scenario_singl": [3, 6], "singl": 3, "run_scenarios_parallel": [3, 6], "multiprocess": 3, "enough": 3, "core": 3, "ram": 3, "mai": [2, 3], "lead": 3, "process": 3, "freez": 3, "run_scenarios_sequenti": [3, 6], "combin": [2, 3], "fit": 2, "batt_sys_identif": 2, "battery_identif": 2, "batteryparam": [2, 6], "datafram": 2, "liter": 2, "how": 2, "pd": 2, "read_csv": 2, "data_path": 2, "run_sys_identif": [2, 6], "plot_correction_scheme_comparison": [2, 6], "download": 2, "ga": [2, 6], "num_gener": 2, "100": 2, "num_parents_m": 2, "sol_per_pop": 2, "num_gen": 2, "crossover_typ": 2, "single_point": 2, "mutation_typ": 2, "adapt": 2, "parent_selection_typ": 2, "sss": 2, "mutation_percent_gen": 2, "60": 2, "mutation_prob": 2, "crossover_prob": 2, "pygad": 2, "offici": 2, "explan": 2, "been": 2, "accuraci": 2, "speed": 2, "better": 2, "parent": 2, "form": 2, "next": 2, "offspr": 2, "solut": 2, "gene": 2, "cross": 2, "between": 2, "mate": 2, "mutat": 2, "undergo": 2, "probabl": 2, "appli": 2, "oper": 2, "Its": 2, "high": 2, "frequenc": 2, "ro": 2, "r_o": 2, "get_corrected_voltag": [2, 6], "get_uncorrected_voltag": [2, 6], "uncorrect": 2, "plot_ro": [2, 6], "xlim": 2, "20000": 2, "36000": 2, "ylim": 2, "75": 2, "85": 2, "run_ocv_correct": [2, 6], "use_quadrat": 2, "cell_nam": 2, "diagn": 2, "quadrat": 2, "run_pre_check": [2, 6], "check": 2, "length": 2, "begin": 2, "use_initial_pop": 2, "quadratic_bia": 2, "simulate_respons": [2, 6], "complet": 2}, "objects": {"": [[1, 0, 0, "-", "analysis"], [3, 0, 0, "-", "charging_sim"], [4, 0, 0, "-", "feeder_population"], [8, 0, 0, "-", "test_cases"]], "analysis": [[1, 0, 0, "-", "cost_analysis"]], "analysis.cost_analysis": [[1, 1, 1, "", "CostEstimator"]], "analysis.cost_analysis.CostEstimator": [[1, 2, 1, "", "calculate_battery_cost"], [1, 2, 1, "", "calculate_electricity_cost_PGEBEV2s"], [1, 2, 1, "", "calculate_solar_cost"], [1, 2, 1, "", "calculate_trans_loss_of_life"], [1, 2, 1, "", "plot_loads"], [1, 2, 1, "", "plot_power"], [1, 2, 1, "", "plot_soc"], [1, 2, 1, "", "solar_cost"], [1, 2, 1, "", "transformer_cost"]], "batt_sys_identification": [[2, 0, 0, "-", "battery_identification"]], "batt_sys_identification.battery_identification": [[2, 1, 1, "", "BatteryParams"]], "batt_sys_identification.battery_identification.BatteryParams": [[2, 2, 1, "", "ga"], [2, 2, 1, "", "get_Ro"], [2, 2, 1, "", "get_corrected_voltages"], [2, 2, 1, "", "get_uncorrected_voltages"], [2, 2, 1, "", "plot_Ro"], [2, 2, 1, "", "plot_correction_scheme_comparison"], [2, 2, 1, "", "run_ocv_correction"], [2, 2, 1, "", "run_pre_checks"], [2, 2, 1, "", "run_sys_identification"], [2, 2, 1, "", "simulate_response"]], "charging_sim": [[3, 0, 0, "-", "battery"], [3, 0, 0, "-", "batteryAgingSim"], [3, 0, 0, "-", "batterypack"], [3, 0, 0, "-", "capacitor"], [3, 0, 0, "-", "chargingStation"], [3, 0, 0, "-", "controller"], [3, 0, 0, "-", "electricityPrices"], [3, 0, 0, "-", "optimization"], [3, 0, 0, "-", "orchestrator"], [3, 0, 0, "-", "simulate"], [3, 0, 0, "-", "solar"], [3, 0, 0, "-", "utils"]], "charging_sim.battery": [[3, 1, 1, "", "Battery"], [3, 3, 1, "", "test"]], "charging_sim.battery.Battery": [[3, 2, 1, "", "battery_setup"], [3, 2, 1, "", "battery_setup_2"], [3, 2, 1, "", "dynamics"], [3, 2, 1, "", "est_calendar_aging"], [3, 2, 1, "", "est_cyc_aging"], [3, 2, 1, "", "get_OCV"], [3, 2, 1, "", "get_Ro"], [3, 2, 1, "", "get_aging_value"], [3, 2, 1, "", "get_power_profile"], [3, 2, 1, "", "get_properties"], [3, 2, 1, "", "get_roundtrip_efficiency"], [3, 2, 1, "", "get_total_aging"], [3, 2, 1, "", "get_true_power"], [3, 2, 1, "", "save_sim_data"], [3, 2, 1, "", "save_states"], [3, 2, 1, "", "state_eqn"], [3, 2, 1, "", "thermal_dynamics"], [3, 2, 1, "", "track_SOC"], [3, 2, 1, "", "update_SOC"], [3, 2, 1, "", "update_capacity"], [3, 2, 1, "", "update_max_current"], [3, 2, 1, "", "update_params"], [3, 2, 1, "", "update_voltage"], [3, 2, 1, "", "visualize"]], "charging_sim.batteryAgingSim": [[3, 1, 1, "", "BatteryAging"]], "charging_sim.batteryAgingSim.BatteryAging": [[3, 2, 1, "", "LFP_cal_aging"], [3, 2, 1, "", "LFP_cyc_aging"], [3, 2, 1, "", "NMC_cal_aging"], [3, 2, 1, "", "NMC_cyc_aging"], [3, 2, 1, "", "get_aging_value"], [3, 2, 1, "", "get_calendar_aging"], [3, 2, 1, "", "get_cyc_aging"], [3, 2, 1, "", "get_total_aging"], [3, 2, 1, "", "run"], [3, 2, 1, "", "update_capacity"], [3, 2, 1, "", "update_resistance"]], "charging_sim.batterypack": [[3, 1, 1, "", "Battery"], [3, 3, 1, "", "test"]], "charging_sim.batterypack.Battery": [[3, 4, 1, "", "R_pack"], [3, 2, 1, "", "battery_setup"], [3, 2, 1, "", "battery_setup_2"], [3, 4, 1, "", "battery_type"], [3, 4, 1, "", "config"], [3, 4, 1, "", "controller"], [3, 2, 1, "", "dynamics"], [3, 2, 1, "", "est_calendar_aging"], [3, 2, 1, "", "est_cyc_aging"], [3, 2, 1, "", "get_OCV"], [3, 2, 1, "", "get_aging_value"], [3, 2, 1, "", "get_power_profile"], [3, 2, 1, "", "get_roundtrip_efficiency"], [3, 2, 1, "", "get_total_aging"], [3, 2, 1, "", "get_true_power"], [3, 2, 1, "", "load_pack_props"], [3, 4, 1, "", "nominal_pack_cap"], [3, 2, 1, "", "save_sim_data"], [3, 2, 1, "", "state_eqn"], [3, 2, 1, "", "thermal_dynamics"], [3, 2, 1, "", "track_SOC"], [3, 2, 1, "", "update_capacity"], [3, 2, 1, "", "update_max_current"], [3, 2, 1, "", "update_voltage"], [3, 2, 1, "", "visualize"]], "charging_sim.capacitor": [[3, 1, 1, "", "Capacitor"]], "charging_sim.chargingStation": [[3, 1, 1, "", "ChargingStation"]], "charging_sim.chargingStation.ChargingStation": [[3, 2, 1, "", "get_current_load"], [3, 2, 1, "", "is_EV_arrived"], [3, 2, 1, "", "is_charging"], [3, 2, 1, "", "save_sim_data"], [3, 2, 1, "", "set_current_load"], [3, 2, 1, "", "update_load"], [3, 2, 1, "", "update_load_oneshot"], [3, 2, 1, "", "update_status"], [3, 2, 1, "", "visualize"]], "charging_sim.controller": [[3, 1, 1, "", "MPC"], [3, 1, 1, "", "Oneshot"]], "charging_sim.controller.MPC": [[3, 2, 1, "", "compute_control"], [3, 2, 1, "", "get_battery_constraints"], [3, 2, 1, "", "initialize_forecast_data"], [3, 2, 1, "", "load_battery_ocv"], [3, 2, 1, "", "reset_load"]], "charging_sim.controller.Oneshot": [[3, 2, 1, "", "compute_control"], [3, 2, 1, "", "get_battery_constraints"], [3, 2, 1, "", "load_battery_ocv"], [3, 2, 1, "", "reset_load"]], "charging_sim.electricityPrices": [[3, 1, 1, "", "PriceLoader"], [3, 3, 1, "", "main"]], "charging_sim.electricityPrices.PriceLoader": [[3, 2, 1, "", "downscale"], [3, 2, 1, "", "get_prices"], [3, 2, 1, "", "set_month_data"]], "charging_sim.optimization": [[3, 1, 1, "", "Optimization"]], "charging_sim.optimization.Optimization": [[3, 2, 1, "", "add_demand_charge"], [3, 2, 1, "", "aggregate_constraints"], [3, 2, 1, "", "build_battery_cost"], [3, 2, 1, "", "build_emissions_cost"], [3, 2, 1, "", "build_transformer_cost"], [3, 2, 1, "", "get_battery_constraint"], [3, 2, 1, "", "get_constraints"], [3, 2, 1, "", "run"]], "charging_sim.orchestrator": [[3, 1, 1, "", "ChargingSim"]], "charging_sim.orchestrator.ChargingSim": [[3, 2, 1, "", "create_battery_object"], [3, 2, 1, "", "create_charging_stations"], [3, 2, 1, "", "create_charging_stations_oneshot"], [3, 2, 1, "", "create_solar_object"], [3, 2, 1, "", "get_action"], [3, 2, 1, "", "get_charger_obj_by_loc"], [3, 2, 1, "", "get_charging_sites"], [3, 2, 1, "", "initialize_aging_sim"], [3, 2, 1, "", "initialize_controllers"], [3, 2, 1, "", "initialize_price_loader"], [3, 2, 1, "", "initialize_solar_module"], [3, 2, 1, "", "load_battery_params"], [3, 2, 1, "", "load_config"], [3, 2, 1, "", "load_results_summary"], [3, 2, 1, "", "multistep"], [3, 2, 1, "", "reset_loads"], [3, 2, 1, "", "setup"], [3, 2, 1, "", "step"], [3, 2, 1, "", "update_scenario"], [3, 2, 1, "", "update_steps"]], "charging_sim.simulate": [[3, 3, 1, "", "make_scenarios"], [3, 3, 1, "", "run"], [3, 3, 1, "", "run_scenario_single"], [3, 3, 1, "", "run_scenarios_parallel"], [3, 3, 1, "", "run_scenarios_sequential"]], "charging_sim.solar": [[3, 1, 1, "", "Solar"], [3, 3, 1, "", "main"]], "charging_sim.solar.Solar": [[3, 2, 1, "", "downscale"], [3, 2, 1, "", "get_constraints"], [3, 2, 1, "", "get_power"], [3, 2, 1, "", "get_solar_output"], [3, 2, 1, "", "modify_res"], [3, 2, 1, "", "update_history"]], "charging_sim.utils": [[3, 3, 1, "", "PGE_BEV2_S"], [3, 3, 1, "", "add_power_profile_to_object"], [3, 3, 1, "", "build_cost_PGE_BEV2S"], [3, 3, 1, "", "build_electricity_cost"], [3, 3, 1, "", "build_objective"], [3, 3, 1, "", "load_prices"]], "feeder_population": [[4, 0, 0, "-", "glm_mod_functions"]], "feeder_population.glm_mod_functions": [[4, 3, 1, "", "load_base_glm"], [4, 3, 1, "", "replace_load_w_meter"], [4, 3, 1, "", "replace_load_w_meter_old"], [4, 3, 1, "", "write_base_glm"], [4, 3, 1, "", "write_class_dict"], [4, 3, 1, "", "write_clock_dict"], [4, 3, 1, "", "write_filter_dict"], [4, 3, 1, "", "write_mod_dict"], [4, 3, 1, "", "write_obj_dict"]], "test_cases": [[9, 0, 0, "-", "base_case"], [10, 0, 0, "-", "battery"]], "test_cases.battery": [[11, 0, 0, "-", "feeder_population"]], "test_cases.battery.feeder_population": [[11, 0, 0, "-", "glm_mod_functions"]], "test_cases.battery.feeder_population.glm_mod_functions": [[11, 3, 1, "", "load_base_glm"], [11, 3, 1, "", "replace_load_w_meter"], [11, 3, 1, "", "replace_load_w_meter_old"], [11, 3, 1, "", "write_base_glm"], [11, 3, 1, "", "write_class_dict"], [11, 3, 1, "", "write_clock_dict"], [11, 3, 1, "", "write_filter_dict"], [11, 3, 1, "", "write_mod_dict"], [11, 3, 1, "", "write_obj_dict"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:method", "3": "py:function", "4": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "method", "Python method"], "3": ["py", "function", "Python function"], "4": ["py", "attribute", "Python attribute"]}, "titleterms": {"ev": [0, 5], "ecosim": [0, 5], "platform": 0, "author": 0, "requir": 0, "folder": 0, "descript": 0, "ambient_data": 0, "base_load_data": 0, "batt_sys_identif": 0, "charging_sim": [0, 3], "batteri": [0, 2, 3, 10, 11], "py": 0, "cell": 0, "modul": [0, 1, 3, 4, 8, 9, 10, 11], "batterypack": [0, 3], "pack": 0, "batteryagingsim": [0, 3], "ag": 0, "control": [0, 3], "chargingst": [0, 3], "charg": [0, 3], "station": 0, "electricitypric": [0, 3], "electr": 0, "price": 0, "optim": [0, 3], "orchestr": [0, 3], "simul": [0, 1, 3], "solar": [0, 3], "pv": 0, "util": [0, 3], "host": 0, "function": 0, "us": 0, "some": 0, "offlin": 0, "der": 0, "cost": 0, "minim": 0, "thi": 0, "i": 0, "run": 0, "mode": 0, "state": 0, "feedback": 0, "dlmodel": 0, "elec_r": 0, "feeder": [0, 4], "feeder_popul": [0, 4, 11], "solar_data": 0, "test_cas": [0, 9, 10, 11], "co": 0, "case": [0, 8], "analysi": [0, 1], "how": 0, "post": [0, 1], "packag": [6, 9, 10, 11], "submodul": [1, 2, 3, 4, 9, 10, 11], "cost_analysi": 1, "load_post_opt_cost": 1, "plot_result": 1, "content": [1, 3, 4, 5, 8, 9, 10, 11], "batterytest": 3, "capacitor": 3, "popul": 4, "glm_mod_funct": [4, 11], "welcom": 5, "1": 5, "0": 5, "indic": 5, "tabl": 5, "test": 8, "subpackag": [8, 10], "base_cas": 9, "event_handl": [9, 10], "gblvar": [9, 10], "glmptime": [9, 10], "master_sim": [9, 10], "sim": [9, 10], "voltdump2": [9, 10], "data_analysi": 10, "event_handlers_oneshot": 10, "parse_voltag": 10, "scenario": 10, "feeder_population_old": 11, "readm": 7, "system": 2, "identif": 2}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.todo": 2, "sphinx.ext.viewcode": 1, "sphinx": 60}, "alltitles": {"Test cases": [[8, "test-cases"]], "Subpackages": [[8, "subpackages"], [10, "subpackages"]], "Module contents": [[8, "module-test_cases"], [1, "module-analysis"], [3, "module-charging_sim"], [4, "module-feeder_population"], [9, "module-test_cases.base_case"], [10, "module-test_cases.battery"], [11, "module-test_cases.battery.feeder_population"]], "Welcome to EV-Ecosim 1.0.0": [[5, "welcome-to-ev-ecosim-1-0-0"]], "Contents:": [[5, null]], "Indices and tables": [[5, "indices-and-tables"]], "Readme": [[7, "readme"]], "Submodules": [[2, "submodules"], [1, "submodules"], [3, "submodules"], [4, "submodules"], [9, "submodules"], [10, "submodules"], [11, "submodules"]], "Battery System Identification": [[2, "battery-system-identification"]], "Battery system identification": [[2, "id1"]], "EV-Ecosim platform": [[0, "ev-ecosim-platform"]], "Authors": [[0, "authors"]], "Requirements": [[0, "requirements"]], "Folder descriptions": [[0, "folder-descriptions"]], "ambient_data": [[0, "ambient-data"]], "base_load_data": [[0, "base-load-data"]], "batt_sys_identification": [[0, "batt-sys-identification"]], "charging_sim": [[0, "charging-sim"]], "battery.py - Battery cell module.": [[0, "battery-py-battery-cell-module"]], "batterypack.py - Battery pack module.": [[0, "batterypack-py-battery-pack-module"]], "batteryAgingSim.py - Battery aging module.": [[0, "batteryagingsim-py-battery-aging-module"]], "controller.py - Controller module.": [[0, "controller-py-controller-module"]], "chargingStation.py - Charging station module.": [[0, "chargingstation-py-charging-station-module"]], "electricityPrices.py - Electricity prices module.": [[0, "electricityprices-py-electricity-prices-module"]], "optimization.py - Optimization module.": [[0, "optimization-py-optimization-module"]], "orchestrator.py - Simulation orchestrator module.": [[0, "orchestrator-py-simulation-orchestrator-module"]], "solar.py - Solar PV module.": [[0, "solar-py-solar-pv-module"]], "utils.py - Hosts utility functions used by some modules.": [[0, "utils-py-hosts-utility-functions-used-by-some-modules"]], "simulate.py - Offline DER control optimization for cost minimization (this is run for offline mode (no state feedback)).": [[0, "simulate-py-offline-der-control-optimization-for-cost-minimization-this-is-run-for-offline-mode-no-state-feedback"]], "DLMODELS": [[0, "dlmodels"]], "elec_rates": [[0, "elec-rates"]], "feeders": [[0, "feeders"]], "feeder_population": [[0, "feeder-population"]], "solar_data": [[0, "solar-data"]], "test_cases": [[0, "test-cases"]], "Co-simulation cases.": [[0, "co-simulation-cases"]], "analysis": [[0, "analysis"]], "How to run": [[0, "how-to-run"]], "Post-simulation analysis": [[0, "post-simulation-analysis"], [1, "post-simulation-analysis"]], "cost_analysis module": [[1, "module-analysis.cost_analysis"]], "load_post_opt_costs module": [[1, "load-post-opt-costs-module"]], "plot_results module": [[1, "plot-results-module"]], "Charging simulator": [[3, "charging-simulator"]], "charging_sim.battery module": [[3, "module-charging_sim.battery"]], "charging_sim.batteryAgingSim module": [[3, "module-charging_sim.batteryAgingSim"]], "charging_sim.batterypack module": [[3, "module-charging_sim.batterypack"]], "charging_sim.batterytest module": [[3, "charging-sim-batterytest-module"]], "charging_sim.capacitor module": [[3, "module-charging_sim.capacitor"]], "charging_sim.chargingStation module": [[3, "module-charging_sim.chargingStation"]], "charging_sim.controller module": [[3, "module-charging_sim.controller"]], "charging_sim.electricityPrices module": [[3, "module-charging_sim.electricityPrices"]], "charging_sim.optimization module": [[3, "module-charging_sim.optimization"]], "charging_sim.orchestrator module": [[3, "module-charging_sim.orchestrator"]], "charging_sim.simulate module": [[3, "module-charging_sim.simulate"]], "charging_sim.solar module": [[3, "module-charging_sim.solar"]], "charging_sim.utils module": [[3, "module-charging_sim.utils"]], "Feeder population": [[4, "feeder-population"]], "feeder_population.feeder_population module": [[4, "feeder-population-feeder-population-module"]], "feeder_population.glm_mod_functions module": [[4, "module-feeder_population.glm_mod_functions"]], "Packages": [[6, "packages"]], "test_cases.base_case package": [[9, "test-cases-base-case-package"]], "test_cases.base_case.event_handlers module": [[9, "test-cases-base-case-event-handlers-module"]], "test_cases.base_case.gblvar module": [[9, "test-cases-base-case-gblvar-module"]], "test_cases.base_case.glmptime module": [[9, "test-cases-base-case-glmptime-module"]], "test_cases.base_case.master_sim module": [[9, "test-cases-base-case-master-sim-module"]], "test_cases.base_case.sim module": [[9, "test-cases-base-case-sim-module"]], "test_cases.base_case.voltdump2 module": [[9, "test-cases-base-case-voltdump2-module"]], "test_cases.battery package": [[10, "test-cases-battery-package"]], "test_cases.battery.data_analysis module": [[10, "test-cases-battery-data-analysis-module"]], "test_cases.battery.event_handlers module": [[10, "test-cases-battery-event-handlers-module"]], "test_cases.battery.event_handlers_oneshot module": [[10, "test-cases-battery-event-handlers-oneshot-module"]], "test_cases.battery.gblvar module": [[10, "test-cases-battery-gblvar-module"]], "test_cases.battery.glmptime module": [[10, "test-cases-battery-glmptime-module"]], "test_cases.battery.master_sim module": [[10, "test-cases-battery-master-sim-module"]], "test_cases.battery.parse_voltages module": [[10, "test-cases-battery-parse-voltages-module"]], "test_cases.battery.scenarios module": [[10, "test-cases-battery-scenarios-module"]], "test_cases.battery.sim module": [[10, "test-cases-battery-sim-module"]], "test_cases.battery.voltdump2 module": [[10, "test-cases-battery-voltdump2-module"]], "test_cases.battery.feeder_population package": [[11, "test-cases-battery-feeder-population-package"]], "test_cases.battery.feeder_population.feeder_population module": [[11, "test-cases-battery-feeder-population-feeder-population-module"]], "test_cases.battery.feeder_population.feeder_population_old module": [[11, "test-cases-battery-feeder-population-feeder-population-old-module"]], "test_cases.battery.feeder_population.glm_mod_functions module": [[11, "module-test_cases.battery.feeder_population.glm_mod_functions"]]}, "indexentries": {"costestimator (class in analysis.cost_analysis)": [[1, "analysis.cost_analysis.CostEstimator"]], "analysis": [[1, "module-analysis"]], "analysis.cost_analysis": [[1, "module-analysis.cost_analysis"]], "calculate_battery_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_battery_cost"]], "calculate_electricity_cost_pgebev2s() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_electricity_cost_PGEBEV2s"]], "calculate_solar_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_solar_cost"]], "calculate_trans_loss_of_life() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_trans_loss_of_life"]], "module": [[1, "module-analysis"], [1, "module-analysis.cost_analysis"], [3, "module-charging_sim"], [3, "module-charging_sim.battery"], [3, "module-charging_sim.batteryAgingSim"], [3, "module-charging_sim.batterypack"], [3, "module-charging_sim.capacitor"], [3, "module-charging_sim.chargingStation"], [3, "module-charging_sim.controller"], [3, "module-charging_sim.electricityPrices"], [3, "module-charging_sim.optimization"], [3, "module-charging_sim.orchestrator"], [3, "module-charging_sim.simulate"], [3, "module-charging_sim.solar"], [3, "module-charging_sim.utils"], [4, "module-feeder_population"], [4, "module-feeder_population.glm_mod_functions"], [8, "module-test_cases"], [9, "module-test_cases.base_case"], [10, "module-test_cases.battery"], [11, "module-test_cases.battery.feeder_population"], [11, "module-test_cases.battery.feeder_population.glm_mod_functions"]], "plot_loads() (analysis.cost_analysis.costestimator static method)": [[1, "analysis.cost_analysis.CostEstimator.plot_loads"]], "plot_power() (analysis.cost_analysis.costestimator static method)": [[1, "analysis.cost_analysis.CostEstimator.plot_power"]], "plot_soc() (analysis.cost_analysis.costestimator static method)": [[1, "analysis.cost_analysis.CostEstimator.plot_soc"]], "solar_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.solar_cost"]], "transformer_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.transformer_cost"]], "battery (class in charging_sim.battery)": [[3, "charging_sim.battery.Battery"]], "battery (class in charging_sim.batterypack)": [[3, "charging_sim.batterypack.Battery"]], "batteryaging (class in charging_sim.batteryagingsim)": [[3, "charging_sim.batteryAgingSim.BatteryAging"]], "capacitor (class in charging_sim.capacitor)": [[3, "charging_sim.capacitor.Capacitor"]], "chargingsim (class in charging_sim.orchestrator)": [[3, "charging_sim.orchestrator.ChargingSim"]], "chargingstation (class in charging_sim.chargingstation)": [[3, "charging_sim.chargingStation.ChargingStation"]], "lfp_cal_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[3, "charging_sim.batteryAgingSim.BatteryAging.LFP_cal_aging"]], "lfp_cyc_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[3, "charging_sim.batteryAgingSim.BatteryAging.LFP_cyc_aging"]], "mpc (class in charging_sim.controller)": [[3, "charging_sim.controller.MPC"]], "nmc_cal_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[3, "charging_sim.batteryAgingSim.BatteryAging.NMC_cal_aging"]], "nmc_cyc_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[3, "charging_sim.batteryAgingSim.BatteryAging.NMC_cyc_aging"]], "oneshot (class in charging_sim.controller)": [[3, "charging_sim.controller.Oneshot"]], "optimization (class in charging_sim.optimization)": [[3, "charging_sim.optimization.Optimization"]], "pge_bev2_s() (in module charging_sim.utils)": [[3, "charging_sim.utils.PGE_BEV2_S"]], "priceloader (class in charging_sim.electricityprices)": [[3, "charging_sim.electricityPrices.PriceLoader"]], "r_pack (charging_sim.batterypack.battery attribute)": [[3, "charging_sim.batterypack.Battery.R_pack"]], "solar (class in charging_sim.solar)": [[3, "charging_sim.solar.Solar"]], "add_demand_charge() (charging_sim.optimization.optimization method)": [[3, "charging_sim.optimization.Optimization.add_demand_charge"]], "add_power_profile_to_object() (in module charging_sim.utils)": [[3, "charging_sim.utils.add_power_profile_to_object"]], "aggregate_constraints() (charging_sim.optimization.optimization method)": [[3, "charging_sim.optimization.Optimization.aggregate_constraints"]], "battery_setup() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.battery_setup"]], "battery_setup() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.battery_setup"]], "battery_setup_2() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.battery_setup_2"]], "battery_setup_2() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.battery_setup_2"]], "battery_type (charging_sim.batterypack.battery attribute)": [[3, "charging_sim.batterypack.Battery.battery_type"]], "build_battery_cost() (charging_sim.optimization.optimization method)": [[3, "charging_sim.optimization.Optimization.build_battery_cost"]], "build_cost_pge_bev2s() (in module charging_sim.utils)": [[3, "charging_sim.utils.build_cost_PGE_BEV2S"]], "build_electricity_cost() (in module charging_sim.utils)": [[3, "charging_sim.utils.build_electricity_cost"]], "build_emissions_cost() (charging_sim.optimization.optimization method)": [[3, "charging_sim.optimization.Optimization.build_emissions_cost"]], "build_objective() (in module charging_sim.utils)": [[3, "charging_sim.utils.build_objective"]], "build_transformer_cost() (charging_sim.optimization.optimization method)": [[3, "charging_sim.optimization.Optimization.build_transformer_cost"]], "charging_sim": [[3, "module-charging_sim"]], "charging_sim.battery": [[3, "module-charging_sim.battery"]], "charging_sim.batteryagingsim": [[3, "module-charging_sim.batteryAgingSim"]], "charging_sim.batterypack": [[3, "module-charging_sim.batterypack"]], "charging_sim.capacitor": [[3, "module-charging_sim.capacitor"]], "charging_sim.chargingstation": [[3, "module-charging_sim.chargingStation"]], "charging_sim.controller": [[3, "module-charging_sim.controller"]], "charging_sim.electricityprices": [[3, "module-charging_sim.electricityPrices"]], "charging_sim.optimization": [[3, "module-charging_sim.optimization"]], "charging_sim.orchestrator": [[3, "module-charging_sim.orchestrator"]], "charging_sim.simulate": [[3, "module-charging_sim.simulate"]], "charging_sim.solar": [[3, "module-charging_sim.solar"]], "charging_sim.utils": [[3, "module-charging_sim.utils"]], "compute_control() (charging_sim.controller.mpc method)": [[3, "charging_sim.controller.MPC.compute_control"]], "compute_control() (charging_sim.controller.oneshot method)": [[3, "charging_sim.controller.Oneshot.compute_control"]], "config (charging_sim.batterypack.battery attribute)": [[3, "charging_sim.batterypack.Battery.config"]], "controller (charging_sim.batterypack.battery attribute)": [[3, "charging_sim.batterypack.Battery.controller"]], "create_battery_object() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.create_battery_object"]], "create_charging_stations() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.create_charging_stations"]], "create_charging_stations_oneshot() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.create_charging_stations_oneshot"]], "create_solar_object() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.create_solar_object"]], "downscale() (charging_sim.electricityprices.priceloader method)": [[3, "charging_sim.electricityPrices.PriceLoader.downscale"]], "downscale() (charging_sim.solar.solar method)": [[3, "charging_sim.solar.Solar.downscale"]], "dynamics() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.dynamics"]], "dynamics() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.dynamics"]], "est_calendar_aging() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.est_calendar_aging"]], "est_calendar_aging() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.est_calendar_aging"]], "est_cyc_aging() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.est_cyc_aging"]], "est_cyc_aging() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.est_cyc_aging"]], "get_ocv() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.get_OCV"]], "get_ocv() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.get_OCV"]], "get_ro() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.get_Ro"]], "get_action() (charging_sim.orchestrator.chargingsim static method)": [[3, "charging_sim.orchestrator.ChargingSim.get_action"]], "get_aging_value() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.get_aging_value"]], "get_aging_value() (charging_sim.batteryagingsim.batteryaging method)": [[3, "charging_sim.batteryAgingSim.BatteryAging.get_aging_value"]], "get_aging_value() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.get_aging_value"]], "get_battery_constraint() (charging_sim.optimization.optimization method)": [[3, "charging_sim.optimization.Optimization.get_battery_constraint"]], "get_battery_constraints() (charging_sim.controller.mpc method)": [[3, "charging_sim.controller.MPC.get_battery_constraints"]], "get_battery_constraints() (charging_sim.controller.oneshot method)": [[3, "charging_sim.controller.Oneshot.get_battery_constraints"]], "get_calendar_aging() (charging_sim.batteryagingsim.batteryaging method)": [[3, "charging_sim.batteryAgingSim.BatteryAging.get_calendar_aging"]], "get_charger_obj_by_loc() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.get_charger_obj_by_loc"]], "get_charging_sites() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.get_charging_sites"]], "get_constraints() (charging_sim.optimization.optimization method)": [[3, "charging_sim.optimization.Optimization.get_constraints"]], "get_constraints() (charging_sim.solar.solar method)": [[3, "charging_sim.solar.Solar.get_constraints"]], "get_current_load() (charging_sim.chargingstation.chargingstation method)": [[3, "charging_sim.chargingStation.ChargingStation.get_current_load"]], "get_cyc_aging() (charging_sim.batteryagingsim.batteryaging method)": [[3, "charging_sim.batteryAgingSim.BatteryAging.get_cyc_aging"]], "get_power() (charging_sim.solar.solar method)": [[3, "charging_sim.solar.Solar.get_power"]], "get_power_profile() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.get_power_profile"]], "get_power_profile() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.get_power_profile"]], "get_prices() (charging_sim.electricityprices.priceloader method)": [[3, "charging_sim.electricityPrices.PriceLoader.get_prices"]], "get_properties() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.get_properties"]], "get_roundtrip_efficiency() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.get_roundtrip_efficiency"]], "get_roundtrip_efficiency() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.get_roundtrip_efficiency"]], "get_solar_output() (charging_sim.solar.solar method)": [[3, "charging_sim.solar.Solar.get_solar_output"]], "get_total_aging() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.get_total_aging"]], "get_total_aging() (charging_sim.batteryagingsim.batteryaging method)": [[3, "charging_sim.batteryAgingSim.BatteryAging.get_total_aging"]], "get_total_aging() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.get_total_aging"]], "get_true_power() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.get_true_power"]], "get_true_power() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.get_true_power"]], "initialize_aging_sim() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.initialize_aging_sim"]], "initialize_controllers() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.initialize_controllers"]], "initialize_forecast_data() (charging_sim.controller.mpc method)": [[3, "charging_sim.controller.MPC.initialize_forecast_data"]], "initialize_price_loader() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.initialize_price_loader"]], "initialize_solar_module() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.initialize_solar_module"]], "is_ev_arrived() (charging_sim.chargingstation.chargingstation method)": [[3, "charging_sim.chargingStation.ChargingStation.is_EV_arrived"]], "is_charging() (charging_sim.chargingstation.chargingstation method)": [[3, "charging_sim.chargingStation.ChargingStation.is_charging"]], "load_battery_ocv() (charging_sim.controller.mpc method)": [[3, "charging_sim.controller.MPC.load_battery_ocv"]], "load_battery_ocv() (charging_sim.controller.oneshot method)": [[3, "charging_sim.controller.Oneshot.load_battery_ocv"]], "load_battery_params() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.load_battery_params"]], "load_config() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.load_config"]], "load_pack_props() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.load_pack_props"]], "load_prices() (in module charging_sim.utils)": [[3, "charging_sim.utils.load_prices"]], "load_results_summary() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.load_results_summary"]], "main() (in module charging_sim.electricityprices)": [[3, "charging_sim.electricityPrices.main"]], "main() (in module charging_sim.solar)": [[3, "charging_sim.solar.main"]], "make_scenarios() (in module charging_sim.simulate)": [[3, "charging_sim.simulate.make_scenarios"]], "modify_res() (charging_sim.solar.solar method)": [[3, "charging_sim.solar.Solar.modify_res"]], "multistep() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.multistep"]], "nominal_pack_cap (charging_sim.batterypack.battery attribute)": [[3, "charging_sim.batterypack.Battery.nominal_pack_cap"]], "reset_load() (charging_sim.controller.mpc method)": [[3, "charging_sim.controller.MPC.reset_load"]], "reset_load() (charging_sim.controller.oneshot method)": [[3, "charging_sim.controller.Oneshot.reset_load"]], "reset_loads() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.reset_loads"]], "run() (charging_sim.batteryagingsim.batteryaging method)": [[3, "charging_sim.batteryAgingSim.BatteryAging.run"]], "run() (charging_sim.optimization.optimization method)": [[3, "charging_sim.optimization.Optimization.run"]], "run() (in module charging_sim.simulate)": [[3, "charging_sim.simulate.run"]], "run_scenario_single() (in module charging_sim.simulate)": [[3, "charging_sim.simulate.run_scenario_single"]], "run_scenarios_parallel() (in module charging_sim.simulate)": [[3, "charging_sim.simulate.run_scenarios_parallel"]], "run_scenarios_sequential() (in module charging_sim.simulate)": [[3, "charging_sim.simulate.run_scenarios_sequential"]], "save_sim_data() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.save_sim_data"]], "save_sim_data() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.save_sim_data"]], "save_sim_data() (charging_sim.chargingstation.chargingstation method)": [[3, "charging_sim.chargingStation.ChargingStation.save_sim_data"]], "save_states() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.save_states"]], "set_current_load() (charging_sim.chargingstation.chargingstation method)": [[3, "charging_sim.chargingStation.ChargingStation.set_current_load"]], "set_month_data() (charging_sim.electricityprices.priceloader method)": [[3, "charging_sim.electricityPrices.PriceLoader.set_month_data"]], "setup() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.setup"]], "state_eqn() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.state_eqn"]], "state_eqn() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.state_eqn"]], "step() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.step"]], "test() (in module charging_sim.battery)": [[3, "charging_sim.battery.test"]], "test() (in module charging_sim.batterypack)": [[3, "charging_sim.batterypack.test"]], "thermal_dynamics() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.thermal_dynamics"]], "thermal_dynamics() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.thermal_dynamics"]], "track_soc() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.track_SOC"]], "track_soc() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.track_SOC"]], "update_soc() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.update_SOC"]], "update_capacity() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.update_capacity"]], "update_capacity() (charging_sim.batteryagingsim.batteryaging method)": [[3, "charging_sim.batteryAgingSim.BatteryAging.update_capacity"]], "update_capacity() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.update_capacity"]], "update_history() (charging_sim.solar.solar method)": [[3, "charging_sim.solar.Solar.update_history"]], "update_load() (charging_sim.chargingstation.chargingstation method)": [[3, "charging_sim.chargingStation.ChargingStation.update_load"]], "update_load_oneshot() (charging_sim.chargingstation.chargingstation method)": [[3, "charging_sim.chargingStation.ChargingStation.update_load_oneshot"]], "update_max_current() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.update_max_current"]], "update_max_current() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.update_max_current"]], "update_params() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.update_params"]], "update_resistance() (charging_sim.batteryagingsim.batteryaging method)": [[3, "charging_sim.batteryAgingSim.BatteryAging.update_resistance"]], "update_scenario() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.update_scenario"]], "update_status() (charging_sim.chargingstation.chargingstation method)": [[3, "charging_sim.chargingStation.ChargingStation.update_status"]], "update_steps() (charging_sim.orchestrator.chargingsim method)": [[3, "charging_sim.orchestrator.ChargingSim.update_steps"]], "update_voltage() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.update_voltage"]], "update_voltage() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.update_voltage"]], "visualize() (charging_sim.battery.battery method)": [[3, "charging_sim.battery.Battery.visualize"]], "visualize() (charging_sim.batterypack.battery method)": [[3, "charging_sim.batterypack.Battery.visualize"]], "visualize() (charging_sim.chargingstation.chargingstation method)": [[3, "charging_sim.chargingStation.ChargingStation.visualize"]], "feeder_population": [[4, "module-feeder_population"]], "feeder_population.glm_mod_functions": [[4, "module-feeder_population.glm_mod_functions"]], "load_base_glm() (in module feeder_population.glm_mod_functions)": [[4, "feeder_population.glm_mod_functions.load_base_glm"]], "replace_load_w_meter() (in module feeder_population.glm_mod_functions)": [[4, "feeder_population.glm_mod_functions.replace_load_w_meter"]], "replace_load_w_meter_old() (in module feeder_population.glm_mod_functions)": [[4, "feeder_population.glm_mod_functions.replace_load_w_meter_old"]], "write_base_glm() (in module feeder_population.glm_mod_functions)": [[4, "feeder_population.glm_mod_functions.write_base_glm"]], "write_class_dict() (in module feeder_population.glm_mod_functions)": [[4, "feeder_population.glm_mod_functions.write_class_dict"]], "write_clock_dict() (in module feeder_population.glm_mod_functions)": [[4, "feeder_population.glm_mod_functions.write_clock_dict"]], "write_filter_dict() (in module feeder_population.glm_mod_functions)": [[4, "feeder_population.glm_mod_functions.write_filter_dict"]], "write_mod_dict() (in module feeder_population.glm_mod_functions)": [[4, "feeder_population.glm_mod_functions.write_mod_dict"]], "write_obj_dict() (in module feeder_population.glm_mod_functions)": [[4, "feeder_population.glm_mod_functions.write_obj_dict"]], "test_cases": [[8, "module-test_cases"]], "test_cases.base_case": [[9, "module-test_cases.base_case"]], "test_cases.battery": [[10, "module-test_cases.battery"]], "load_base_glm() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[11, "test_cases.battery.feeder_population.glm_mod_functions.load_base_glm"]], "replace_load_w_meter() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[11, "test_cases.battery.feeder_population.glm_mod_functions.replace_load_w_meter"]], "replace_load_w_meter_old() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[11, "test_cases.battery.feeder_population.glm_mod_functions.replace_load_w_meter_old"]], "test_cases.battery.feeder_population": [[11, "module-test_cases.battery.feeder_population"]], "test_cases.battery.feeder_population.glm_mod_functions": [[11, "module-test_cases.battery.feeder_population.glm_mod_functions"]], "write_base_glm() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[11, "test_cases.battery.feeder_population.glm_mod_functions.write_base_glm"]], "write_class_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[11, "test_cases.battery.feeder_population.glm_mod_functions.write_class_dict"]], "write_clock_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[11, "test_cases.battery.feeder_population.glm_mod_functions.write_clock_dict"]], "write_filter_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[11, "test_cases.battery.feeder_population.glm_mod_functions.write_filter_dict"]], "write_mod_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[11, "test_cases.battery.feeder_population.glm_mod_functions.write_mod_dict"]], "write_obj_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[11, "test_cases.battery.feeder_population.glm_mod_functions.write_obj_dict"]]}}) \ No newline at end of file diff --git a/docs/build/html/test_cases.base_case.html b/docs/build/html/test_cases.base_case.html index 4a8fb8c2f..1e98ebf56 100644 --- a/docs/build/html/test_cases.base_case.html +++ b/docs/build/html/test_cases.base_case.html @@ -46,9 +46,9 @@ - Readme
- Packages
-
-
- Post-simulation analysis -
- Charging simulator
- Feeder population +
- Battery System Identification +
- Charging simulator
- Test cases
- Subpackages
- test_cases.base_case package @@ -58,6 +58,7 @@
- Module contents
+ - Post-simulation analysis
- Subpackages
- Readme
- Packages
-
-
- Post-simulation analysis -
- Charging simulator
- Feeder population +
- Battery System Identification +
- Charging simulator
- Test cases
- Subpackages
- test_cases.base_case package @@ -57,6 +58,7 @@
- Module contents
+ - Post-simulation analysis
- Subpackages
test_cases.battery.feeder_population.feeder_population_old module Previous + Next
diff --git a/docs/build/html/test_cases.battery.html b/docs/build/html/test_cases.battery.html index 44956c56f..f2c91745f 100644 --- a/docs/build/html/test_cases.battery.html +++ b/docs/build/html/test_cases.battery.html @@ -46,9 +46,9 @@- Readme
- Packages
-
-
- Post-simulation analysis -
- Charging simulator
- Feeder population +
- Battery System Identification +
- Charging simulator
- Test cases
- Subpackages
- test_cases.base_case package @@ -58,6 +58,7 @@
- Module contents
+ - Post-simulation analysis
- Subpackages
- Readme
- Packages
-
-
- Post-simulation analysis -
- Charging simulator
- Feeder population +
- Battery System Identification +
- Charging simulator
- Test cases
- Subpackages
- test_cases.base_case package @@ -58,6 +58,7 @@
- Module contents
+ - Post-simulation analysis
- Subpackages
Subpackages - Previous + Previous Next diff --git a/docs/build/index.html b/docs/build/index.html new file mode 100644 index 000000000..ce48adb67 --- /dev/null +++ b/docs/build/index.html @@ -0,0 +1,137 @@ + + + + + + +
Welcome to EV-Ecosim 1.0.0 — EV-Ecosim 1.0.0 documentation + + + + + + + + + + + + + + + + ++ + ++ + + + \ No newline at end of file diff --git a/docs/build/modules.html b/docs/build/modules.html new file mode 100644 index 000000000..3dcfd4c10 --- /dev/null +++ b/docs/build/modules.html @@ -0,0 +1,272 @@ + + + + + + ++ + ++++ ++++ ++ +++ +Welcome to EV-Ecosim 1.0.0
+EV-Ecosim is a grid-aware python-based co-simulation platform for modeling and simulation of EV charging +stations integrated with Solar and Battery systems. This is a python based platform that interfaces with GridLAB-D, +a 3-phase unbalanced power flow solver, to estimate the impacts of EV (Fast) Charging Stations on power distribution +networks.
+
+We have made a web-tool version available for public use. It runs most of the code shown in this documentation.
+The project is accessible via Github and still under active development and improvements.
+TODO - Link to tutorial. +TODO - Include information on the container.
+++Contents:
+ ++ + + +Indices and tables
+-
+
- +
- +
- +
Packages — EV-Ecosim 1.0.0 documentation + + + + + + + + + + + + + + + + + ++ + ++ + + + \ No newline at end of file diff --git a/docs/build/objects.inv b/docs/build/objects.inv new file mode 100644 index 000000000..9913e1c89 Binary files /dev/null and b/docs/build/objects.inv differ diff --git a/docs/build/py-modindex.html b/docs/build/py-modindex.html new file mode 100644 index 000000000..d6bc2fb0f --- /dev/null +++ b/docs/build/py-modindex.html @@ -0,0 +1,211 @@ + + + + + ++ + ++++ ++++ ++ +++ + + +Packages
+++-
+
- Post-simulation analysis
-
+
- Submodules +
- cost_analysis module
-
+
CostEstimator-
+
CostEstimator.calculate_battery_cost()
+CostEstimator.calculate_electricity_cost_PGEBEV2s()
+CostEstimator.calculate_solar_cost()
+CostEstimator.calculate_trans_loss_of_life()
+CostEstimator.plot_loads()
+CostEstimator.plot_power()
+CostEstimator.plot_soc()
+CostEstimator.solar_cost()
+CostEstimator.transformer_cost()
+
+
+ - load_post_opt_costs module +
- plot_results module +
- Module contents +
+ - Charging simulator
-
+
- Submodules +
- charging_sim.battery module +
- charging_sim.batteryAgingSim module
-
+
BatteryAging-
+
BatteryAging.LFP_cal_aging()
+BatteryAging.LFP_cyc_aging()
+BatteryAging.NMC_cal_aging()
+BatteryAging.NMC_cyc_aging()
+BatteryAging.get_aging_value()
+BatteryAging.get_calendar_aging()
+BatteryAging.get_cyc_aging()
+BatteryAging.get_total_aging()
+BatteryAging.run()
+BatteryAging.update_capacity()
+BatteryAging.update_resistance()
+
+
+ - charging_sim.batterypack module +
- charging_sim.batterytest module +
- charging_sim.capacitor module
-
+
Capacitor
+
+ - charging_sim.chargingStation module +
- charging_sim.controller module +
- charging_sim.electricityPrices module + +
- charging_sim.optimization module + +
- charging_sim.orchestrator module +
- charging_sim.simulate module +
- charging_sim.solar module + +
- charging_sim.utils module + +
- Module contents +
+ - Feeder population + +
- Test cases
-
+
- Subpackages
-
+
- test_cases.base_case package + +
- test_cases.battery package
-
+
- Subpackages +
- Submodules +
- test_cases.battery.data_analysis module +
- test_cases.battery.event_handlers module +
- test_cases.battery.event_handlers_oneshot module +
- test_cases.battery.gblvar module +
- test_cases.battery.glmptime module +
- test_cases.battery.master_sim module +
- test_cases.battery.parse_voltages module +
- test_cases.battery.scenarios module +
- test_cases.battery.sim module +
- test_cases.battery.voltdump2 module +
- Module contents +
+
+ - Module contents +
+ - Subpackages
Python Module Index — EV-Ecosim 1.0.0 documentation + + + + + + + + + + + + + + + + + + ++ + ++ + + + \ No newline at end of file diff --git a/docs/build/search.html b/docs/build/search.html new file mode 100644 index 000000000..d3f0c31c3 --- /dev/null +++ b/docs/build/search.html @@ -0,0 +1,121 @@ + + + + + ++ + ++++ ++++ ++ + ++Python Module Index
+ + + ++
+ + ++ a + ++ + analysis+ + ++ + analysis.cost_analysis+ + c + ++ + charging_sim+ + ++ + charging_sim.batteryAgingSim+ + ++ + charging_sim.capacitor+ + ++ + charging_sim.electricityPrices+ + ++ + charging_sim.optimization+ + ++ + charging_sim.solar+ + ++ + charging_sim.utils+ + f + ++ + feeder_population+ + ++ + feeder_population.glm_mod_functions+ + t + ++ + test_cases+ + ++ + test_cases.base_case+ + ++ + test_cases.battery+ + ++ + test_cases.battery.feeder_population+ + ++ + test_cases.battery.feeder_population.glm_mod_functions+ Search — EV-Ecosim 1.0.0 documentation + + + + + + + + + + + + + + + + + + ++ + ++ + + + + + + + + \ No newline at end of file diff --git a/docs/build/searchindex.js b/docs/build/searchindex.js new file mode 100644 index 000000000..c6d7fd318 --- /dev/null +++ b/docs/build/searchindex.js @@ -0,0 +1 @@ +Search.setIndex({"docnames": ["README", "analysis", "charging_sim", "feeder_population", "index", "modules", "readme", "test_cases", "test_cases.base_case", "test_cases.battery", "test_cases.battery.feeder_population"], "filenames": ["README.md", "analysis.rst", "charging_sim.rst", "feeder_population.rst", "index.rst", "modules.rst", "readme.rst", "test_cases.rst", "test_cases.base_case.rst", "test_cases.battery.rst", "test_cases.battery.feeder_population.rst"], "titles": ["EV-Ecosim platform", "Post-simulation analysis", "Charging simulator", "Feeder population", "Welcome to EV-Ecosim 1.0.0", "Packages", "Readme", "Test cases", "test_cases.base_case package", "test_cases.battery package", "test_cases.battery.feeder_population package"], "terms": {"A": [0, 1, 2], "grid": [0, 1, 4], "awar": [0, 4], "design": [0, 2], "vehicl": 0, "paper": [0, 2], "http": [0, 1, 2], "doi": 0, "org": 0, "10": 0, "36227": 0, "techrxiv": 0, "23596725": 0, "v2": 0, "emmanuel": 0, "balogun": 0, "ebalogun": 0, "stanford": 0, "edu": 0, "lili": 0, "buechler": 0, "ebuech": 0, "gismo": 0, "slac": 0, "gridlab": [0, 3, 4, 10], "d": [0, 3, 4, 10], "instal": [0, 2], "master": 0, "branch": 0, "github": [0, 4], "com": [0, 2], "arra": 0, "energi": [0, 2], "gridlabd": 0, "version": [0, 2, 4], "python": [0, 4], "recommend": 0, "aw": 0, "ec2": 0, "hipa": 0, "ami": 0, "beauharnoi": 0, "x": 0, "ambient": 0, "_": 0, "data": [0, 1, 2], "temperatur": [0, 2], "captur": 0, "effect": 0, "environment": 0, "condit": 0, "subsystem": 0, "transform": [0, 1, 2], "base": [0, 1, 2, 4, 10], "load": [0, 1, 2, 3, 10], "includ": [0, 1, 2, 4], "exist": 0, "build": [0, 1, 2], "home": [0, 2], "usual": 0, "uncontrol": 0, "within": [0, 1, 2], "distribut": [0, 1, 4], "work": [0, 2], "proprietari": 0, "pecan": 0, "street": 0, "below": 0, "an": [0, 2], "exmapl": 0, "prototyp": 0, "note": [0, 2], "column": 0, "field": 0, "ar": [0, 1, 2], "sensit": 0, "The": [0, 1, 2, 4], "origin": 0, "ha": 0, "minut": 0, "resolut": [0, 2], "power": [0, 1, 2, 3, 4, 10], "system": [0, 1, 2, 3, 4, 10], "batt": [0, 2], "sy": 0, "identif": 0, "class": [0, 1, 2, 3, 10], "gener": [0, 2], "paramet": [0, 1, 2, 3, 10], "from": [0, 1, 2, 3], "experiment": 0, "leverag": 0, "genet": 0, "algorithm": 0, "model": [0, 2, 3, 4, 10], "2nd": 0, "order": 0, "rc": 0, "equival": 0, "circuit": 0, "ecm": 0, "One": 0, "can": [0, 1, 2], "custom": 0, "nmc": [0, 2], "upload": 0, "csv": [0, 2], "file": [0, 1, 2, 3, 10], "param": [0, 2], "shown": [0, 4], "save": [0, 1, 2], "new": [0, 2], "addit": 0, "correct": [0, 2], "open": 0, "voltag": [0, 1], "ocv": 0, "valu": [0, 1, 2], "label": [0, 1], "ocv_corr": 0, "abov": 0, "onc": [0, 2], "thei": 0, "battery_data": 0, "config": [0, 2], "json": [0, 2], "modifi": [0, 2, 3, 10], "so": 0, "sim": [0, 5, 7], "contain": [0, 1, 2, 4, 10], "which": [0, 1, 2], "configur": [0, 2], "all": [0, 1, 2, 3], "relev": 0, "implement": [0, 1, 2], "physic": 0, "legaci": 0, "forecast": 0, "develop": [0, 4], "need": [0, 2], "elec": 0, "rate": [0, 2], "time": [0, 2], "tou": [0, 2], "input": [0, 2], "user": [0, 2], "must": [0, 2], "normal": [0, 1], "full": 0, "year": [0, 2], "size": 0, "365": 0, "dai": [0, 1, 2], "avoid": 0, "ani": 0, "error": 0, "format": 0, "read": 0, "sampl": [0, 2], "dure": [0, 2], "should": 0, "one": [0, 2], "15": [0, 2], "also": [0, 1, 2], "help": 0, "downscal": [0, 2, 5], "much": 0, "coarser": 0, "librari": 0, "ieee": [0, 1], "test": [0, 2, 4, 5], "pnnl": 0, "taxonomi": 0, "glm": [0, 3, 10], "have": [0, 4], "spot": 0, "specifi": 0, "primari": 0, "level": [0, 1], "secondari": 0, "popul": [0, 4, 5], "script": 0, "vari": 0, "resourc": [0, 1], "necessari": 0, "txt": 0, "residenti": 0, "repo": 0, "limit": [0, 2], "access": [0, 4], "irradi": [0, 2], "overal": [0, 1, 2], "default": [0, 2], "nation": 0, "radiat": 0, "databas": 0, "nsrdb": 0, "san": 0, "francisco": 0, "bai": 0, "area": [0, 2], "renew": 0, "laboratori": 0, "nrel": [0, 1], "month": [0, 2], "index": [0, 2, 4], "1": [0, 2], "12": [0, 1, 2], "inclus": 0, "januari": 0, "decemb": [0, 2], "hourli": 0, "interv": 0, "oversampl": 0, "4": 0, "dataset": [0, 2], "ghi": [0, 2], "repres": 0, "global": [0, 2], "horizont": [0, 2], "w": 0, "m": 0, "2": 0, "total": [0, 2], "amount": [0, 1], "shortwav": 0, "receiv": 0, "surfac": 0, "ground": 0, "base_cas": [0, 5, 7], "write": [0, 3, 10], "inject": 0, "each": [0, 1, 2], "timestep": 0, "rlsf": 0, "plu": 0, "recurs": 0, "least": 0, "squar": 0, "filter": [0, 3, 10], "estim": [0, 1, 2, 4], "network": [0, 1, 4], "onlin": 0, "thermal": 0, "integr": [0, 4], "plot": [0, 1], "result": [0, 1], "calcul": [0, 1, 2], "impact": [0, 4], "plot_result": [0, 5], "pars": 0, "percentag": 0, "violat": [0, 1], "per": 0, "ansi": 0, "c84": 0, "variabl": [0, 2], "string": [0, 2], "path": [0, 2], "where": [0, 2], "powerflow": 0, "output": [0, 2, 3], "node": [0, 1], "load_post_opt_cost": [0, 5], "tabl": 0, "matric": 0, "respect": 0, "cost_analysi": [0, 5], "costestim": [0, 1, 5], "differ": [0, 1], "compon": [0, 1], "creat": [0, 1], "environ": 0, "conda": 0, "env": 0, "name": [0, 2], "your": [0, 2], "f": 0, "yml": 0, "OR": 0, "packag": [0, 4, 7], "list": [0, 1, 2, 3], "manual": 0, "ensur": 0, "follow": [0, 2], "method": [0, 2], "For": 0, "navig": 0, "set": [0, 2], "prepar": 0, "confirm": 0, "successfulli": 0, "ieee123_secondari": 0, "ieee123_popul": 0, "you": 0, "done": 0, "initi": [0, 2], "pre": [0, 2], "prep": 0, "now": [0, 2], "out": 0, "scenario": [0, 1, 5, 7], "python3": 0, "ev50_cosimul": 0, "master_sim": [0, 5, 7], "pleas": 0, "see": 0, "section": 0, "more": [0, 2], "detail": 0, "thi": [1, 2, 4], "cost": [1, 2], "der": 1, "num_dai": 1, "sourc": [1, 2, 3, 10], "object": [1, 2, 3, 10], "i": [1, 2, 4], "us": [1, 2, 4], "asset": 1, "ev": 1, "ecosim": 1, "number": [1, 2], "run": [1, 2, 4, 5], "calculate_battery_cost": [1, 5], "result_dir": 1, "batteri": [1, 4, 5, 7], "updat": [1, 2], "lcoe": 1, "directori": 1, "dictionari": [1, 2, 3, 10], "return": [1, 2, 3, 10], "dict": [1, 2, 3], "result_dict": 1, "calculate_electricity_cost_pgebev2": [1, 5], "pge_separate_fil": 1, "true": [1, 2], "electr": [1, 2], "pgebev2": 1, "given": [1, 2], "str": [1, 2], "compris": 1, "dollar": 1, "calculate_solar_cost": [1, 5], "pull": 1, "solar": [1, 4, 5], "ref": 1, "www": [1, 2], "gov": 1, "market": 1, "research": 1, "html": 1, "To": 1, "deprec": [1, 2], "soon": 1, "none": [1, 2], "calculate_trans_loss_of_lif": [1, 5], "expect": 1, "loss": 1, "life": 1, "refer": 1, "5": 1, "11": 1, "3": [1, 4], "std": 1, "c57": 1, "00": 1, "2010": 1, "minimum": 1, "insul": 1, "180": 1, "000": 1, "hour": [1, 2], "static": [1, 2], "plot_load": [1, 5], "total_load": 1, "net_load": 1, "prefix": [1, 2], "overlai": 1, "net": 1, "visual": 1, "demand": [1, 2], "control": [1, 5], "minu": 1, "buffer": 1, "legend": 1, "curv": 1, "plot_pow": [1, 5], "power_pr": 1, "predict": 1, "plot_soc": [1, 5], "soc": 1, "soc_pr": 1, "state": 1, "charg": [1, 4, 5], "solar_cost": [1, 5], "capit": 1, "Not": 1, "fulli": 1, "locat": [1, 2], "pv": 1, "transformer_cost": [1, 2, 5], "cannot": 1, "find": 1, "good": 1, "yet": [1, 2], "ag": [1, 2], "batteryag": [2, 5], "enact": 2, "capac": 2, "resist": 2, "step": 2, "datetim": 2, "num_step": 2, "re": 2, "current": 2, "linimncoo2": 2, "cell": 2, "ad": 2, "futur": 2, "link": [2, 4], "sciencedirect": 2, "scienc": 2, "articl": 2, "pii": 2, "s0378775314001876": 2, "beta_cap": 2, "fade": 2, "factor": 2, "cycl": 2, "alpha_cap": 2, "calendar": 2, "beta_r": 2, "growth": 2, "alpha_r": 2, "assumpt": 2, "homogen": 2, "dynam": 2, "uniform": 2, "across": 2, "constant": 2, "profil": 2, "vicin": 2, "lfp_cal_ag": [2, 5], "lfp_cyc_ag": [2, 5], "nmc_cal_ag": [2, 5], "nmc_cyc_ag": [2, 5], "get_aging_valu": [2, 5], "pack": 2, "get_calendar_ag": [2, 5], "tupl": 2, "due": 2, "get_cyc_ag": [2, 5], "THe": 2, "get_total_ag": [2, 5], "both": 2, "update_capac": [2, 5], "adopt": 2, "schmalsteig": 2, "et": 2, "al": 2, "update_resist": [2, 5], "host": 2, "price": 2, "structur": [2, 3, 10], "desir": 2, "problem": 2, "pge_bev2_": [2, 5], "valid": 2, "california": 2, "howev": 2, "own": 2, "numpi": 2, "arrai": 2, "priceload": [2, 5], "path_prefix": 2, "evs": 2, "profit": 2, "loader": 2, "obtain": 2, "first": 2, "repositori": 2, "input_r": 2, "output_r": 2, "finer": 2, "similar": 2, "panda": 2, "typic": 2, "onli": 2, "get_pric": [2, 5], "start_idx": 2, "7": 2, "assum": 2, "do": 2, "chang": 2, "int": 2, "start": 2, "vector": 2, "cardin": 2, "being": 2, "exampl": 2, "jan": 2, "ndarrai": 2, "price_vector": 2, "set_month_data": [2, 5], "main": [2, 5], "solv": 2, "objective_typ": 2, "power_demand": 2, "time_r": 2, "0": 2, "solver": [2, 4], "gurobi": 2, "constructor": 2, "function": [2, 3, 10], "degrad": 2, "convex": 2, "mix": 2, "integ": 2, "program": 2, "depend": 2, "select": 2, "separ": 2, "": 2, "pc": 2, "success": 2, "type": 2, "cvxpy": 2, "station": [2, 4], "option": 2, "counter": 2, "identifi": 2, "avail": [2, 4], "backend": 2, "invok": 2, "eco": 2, "mosek": 2, "etc": 2, "add_demand_charg": [2, 5], "kw": 2, "aggregate_constraint": [2, 5], "aggreg": 2, "constraint": 2, "build_battery_cost": [2, 5], "build_emissions_cost": [2, 5], "emiss": 2, "build_transformer_cost": [2, 5], "get_battery_constraint": [2, 5], "get_constraint": [2, 5], "instanc": [2, 3], "float": 2, "site": 2, "namepl": 2, "its": 2, "It": [2, 4], "equat": 2, "p_": 2, "min": 2, "eta": 2, "effici": 2, "panel": 2, "right": 2, "make": 2, "decis": 2, "flow": [2, 4], "devic": 2, "get_pow": [2, 5], "desired_shap": 2, "96": 2, "get_solar_output": [2, 5], "modify_r": [2, 5], "new_r": 2, "update_histori": [2, 5], "mainli": 2, "purpos": 2, "mayb": 2, "store": 2, "schedul": 2, "pge": 2, "doc": 2, "found": 2, "here": 2, "add_power_profile_to_object": [2, 5], "battery_power_profil": 2, "build_cost_pge_bev2": [2, 5], "energy_prices_t": 2, "penalize_max_pow": 2, "max_power_pen": 2, "1000": 2, "heurist": 2, "take": 2, "averag": 2, "conserv": 2, "gamma": 2, "build_electricity_cost": [2, 5], "demand_charg": 2, "fals": 2, "opt": 2, "build_object": [2, 5], "mode": 2, "electricity_cost": 2, "battery_degradation_cost": 2, "we": [2, 4], "minim": 2, "load_pric": [2, 5], "time_interv": 2, "simul": [3, 4, 5, 10], "load_base_glm": [3, 5, 9, 10], "base_file_dir": [3, 10], "base_glm_fil": [3, 10], "replace_load_w_met": [3, 5, 9, 10], "glm_dict": [3, 10], "match_str": [3, 10], "rep_str": [3, 10], "obj_typ": [3, 10], "replac": [3, 10], "meter": [3, 10], "replace_load_w_meter_old": [3, 5, 9, 10], "write_base_glm": [3, 5, 9, 10], "globals_list": [3, 10], "include_list": [3, 10], "out_dir": [3, 10], "file_nam": [3, 10], "sync_list": [3, 10], "write_class_dict": [3, 5, 9, 10], "gld_dict": [3, 10], "class_nam": [3, 10], "correspond": [3, 10], "gld": [3, 10], "write_clock_dict": [3, 5, 9, 10], "clock": [3, 10], "write_filter_dict": [3, 5, 9, 10], "write_mod_dict": [3, 5, 9, 10], "mod_nam": [3, 10], "write_obj_dict": [3, 5, 9, 10], "dict_kei": [3, 10], "co": 4, "platform": 4, "interfac": 4, "phase": 4, "unbalanc": 4, "fast": 4, "made": 4, "web": 4, "tool": 4, "public": 4, "most": 4, "code": 4, "document": 4, "project": 4, "via": 4, "still": 4, "under": 4, "activ": 4, "improv": 4, "todo": 4, "tutori": 4, "inform": 4, "readm": 4, "post": [4, 5], "analysi": [4, 5], "feeder": [4, 5], "case": [4, 5], "modul": [4, 5], "search": 4, "page": 4, "submodul": [5, 7], "content": 5, "charging_sim": 5, "batteryagingsim": 5, "batterypack": 5, "batterytest": 5, "capacitor": 5, "chargingst": 5, "electricitypric": 5, "optim": 5, "orchestr": 5, "util": 5, "feeder_popul": [5, 7, 9], "glm_mod_funct": [5, 7, 9], "subpackag": 5, "test_cas": [5, 7], "event_handl": [5, 7], "gblvar": [5, 7], "glmptime": [5, 7], "voltdump2": [5, 7], "data_analysi": [5, 7], "event_handlers_oneshot": [5, 7], "parse_voltag": [5, 7], "feeder_population_old": [7, 9]}, "objects": {"": [[1, 0, 0, "-", "analysis"], [2, 0, 0, "-", "charging_sim"], [3, 0, 0, "-", "feeder_population"], [7, 0, 0, "-", "test_cases"]], "analysis": [[1, 0, 0, "-", "cost_analysis"]], "analysis.cost_analysis": [[1, 1, 1, "", "CostEstimator"]], "analysis.cost_analysis.CostEstimator": [[1, 2, 1, "", "calculate_battery_cost"], [1, 2, 1, "", "calculate_electricity_cost_PGEBEV2s"], [1, 2, 1, "", "calculate_solar_cost"], [1, 2, 1, "", "calculate_trans_loss_of_life"], [1, 2, 1, "", "plot_loads"], [1, 2, 1, "", "plot_power"], [1, 2, 1, "", "plot_soc"], [1, 2, 1, "", "solar_cost"], [1, 2, 1, "", "transformer_cost"]], "charging_sim": [[2, 0, 0, "-", "batteryAgingSim"], [2, 0, 0, "-", "capacitor"], [2, 0, 0, "-", "electricityPrices"], [2, 0, 0, "-", "optimization"], [2, 0, 0, "-", "solar"], [2, 0, 0, "-", "utils"]], "charging_sim.batteryAgingSim": [[2, 1, 1, "", "BatteryAging"]], "charging_sim.batteryAgingSim.BatteryAging": [[2, 2, 1, "", "LFP_cal_aging"], [2, 2, 1, "", "LFP_cyc_aging"], [2, 2, 1, "", "NMC_cal_aging"], [2, 2, 1, "", "NMC_cyc_aging"], [2, 2, 1, "", "get_aging_value"], [2, 2, 1, "", "get_calendar_aging"], [2, 2, 1, "", "get_cyc_aging"], [2, 2, 1, "", "get_total_aging"], [2, 2, 1, "", "run"], [2, 2, 1, "", "update_capacity"], [2, 2, 1, "", "update_resistance"]], "charging_sim.capacitor": [[2, 1, 1, "", "Capacitor"]], "charging_sim.electricityPrices": [[2, 1, 1, "", "PriceLoader"], [2, 3, 1, "", "main"]], "charging_sim.electricityPrices.PriceLoader": [[2, 2, 1, "", "downscale"], [2, 2, 1, "", "get_prices"], [2, 2, 1, "", "set_month_data"]], "charging_sim.optimization": [[2, 1, 1, "", "Optimization"]], "charging_sim.optimization.Optimization": [[2, 2, 1, "", "add_demand_charge"], [2, 2, 1, "", "aggregate_constraints"], [2, 2, 1, "", "build_battery_cost"], [2, 2, 1, "", "build_emissions_cost"], [2, 2, 1, "", "build_transformer_cost"], [2, 2, 1, "", "get_battery_constraint"], [2, 2, 1, "", "get_constraints"], [2, 2, 1, "", "run"]], "charging_sim.solar": [[2, 1, 1, "", "Solar"], [2, 3, 1, "", "main"]], "charging_sim.solar.Solar": [[2, 2, 1, "", "downscale"], [2, 2, 1, "", "get_constraints"], [2, 2, 1, "", "get_power"], [2, 2, 1, "", "get_solar_output"], [2, 2, 1, "", "modify_res"], [2, 2, 1, "", "update_history"]], "charging_sim.utils": [[2, 3, 1, "", "PGE_BEV2_S"], [2, 3, 1, "", "add_power_profile_to_object"], [2, 3, 1, "", "build_cost_PGE_BEV2S"], [2, 3, 1, "", "build_electricity_cost"], [2, 3, 1, "", "build_objective"], [2, 3, 1, "", "load_prices"]], "feeder_population": [[3, 0, 0, "-", "glm_mod_functions"]], "feeder_population.glm_mod_functions": [[3, 3, 1, "", "load_base_glm"], [3, 3, 1, "", "replace_load_w_meter"], [3, 3, 1, "", "replace_load_w_meter_old"], [3, 3, 1, "", "write_base_glm"], [3, 3, 1, "", "write_class_dict"], [3, 3, 1, "", "write_clock_dict"], [3, 3, 1, "", "write_filter_dict"], [3, 3, 1, "", "write_mod_dict"], [3, 3, 1, "", "write_obj_dict"]], "test_cases": [[8, 0, 0, "-", "base_case"], [9, 0, 0, "-", "battery"]], "test_cases.battery": [[10, 0, 0, "-", "feeder_population"]], "test_cases.battery.feeder_population": [[10, 0, 0, "-", "glm_mod_functions"]], "test_cases.battery.feeder_population.glm_mod_functions": [[10, 3, 1, "", "load_base_glm"], [10, 3, 1, "", "replace_load_w_meter"], [10, 3, 1, "", "replace_load_w_meter_old"], [10, 3, 1, "", "write_base_glm"], [10, 3, 1, "", "write_class_dict"], [10, 3, 1, "", "write_clock_dict"], [10, 3, 1, "", "write_filter_dict"], [10, 3, 1, "", "write_mod_dict"], [10, 3, 1, "", "write_obj_dict"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:method", "3": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "method", "Python method"], "3": ["py", "function", "Python function"]}, "titleterms": {"ev": [0, 4], "ecosim": [0, 4], "platform": 0, "author": 0, "requir": 0, "folder": 0, "descript": 0, "ambient_data": 0, "base_load_data": 0, "batt_sys_identif": 0, "charging_sim": [0, 2], "batteri": [0, 2, 9, 10], "py": 0, "cell": 0, "modul": [0, 1, 2, 3, 7, 8, 9, 10], "batterypack": [0, 2], "pack": 0, "batteryagingsim": [0, 2], "ag": 0, "control": [0, 2], "chargingst": [0, 2], "charg": [0, 2], "station": 0, "electricitypric": [0, 2], "electr": 0, "price": 0, "optim": [0, 2], "orchestr": [0, 2], "simul": [0, 1, 2], "solar": [0, 2], "pv": 0, "util": [0, 2], "host": 0, "function": 0, "us": 0, "some": 0, "offlin": 0, "der": 0, "cost": 0, "minim": 0, "thi": 0, "i": 0, "run": 0, "mode": 0, "state": 0, "feedback": 0, "dlmodel": 0, "elec_r": 0, "feeder": [0, 3], "feeder_popul": [0, 3, 10], "solar_data": 0, "test_cas": [0, 8, 9, 10], "co": 0, "case": [0, 7], "analysi": [0, 1], "how": 0, "post": [0, 1], "submodul": [1, 2, 3, 8, 9, 10], "cost_analysi": 1, "load_post_opt_cost": 1, "plot_result": 1, "content": [1, 2, 3, 4, 7, 8, 9, 10], "batterytest": 2, "capacitor": 2, "popul": 3, "glm_mod_funct": [3, 10], "welcom": 4, "1": 4, "0": 4, "indic": 4, "tabl": 4, "packag": [5, 8, 9, 10], "readm": 6, "test": 7, "subpackag": [7, 9], "base_cas": 8, "event_handl": [8, 9], "gblvar": [8, 9], "glmptime": [8, 9], "master_sim": [8, 9], "sim": [8, 9], "voltdump2": [8, 9], "data_analysi": 9, "event_handlers_oneshot": 9, "parse_voltag": 9, "scenario": 9, "feeder_population_old": 10}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.todo": 2, "sphinx.ext.viewcode": 1, "sphinx": 60}, "alltitles": {"EV-Ecosim platform": [[0, "ev-ecosim-platform"]], "Authors": [[0, "authors"]], "Requirements": [[0, "requirements"]], "Folder descriptions": [[0, "folder-descriptions"]], "ambient_data": [[0, "ambient-data"]], "base_load_data": [[0, "base-load-data"]], "batt_sys_identification": [[0, "batt-sys-identification"]], "charging_sim": [[0, "charging-sim"]], "battery.py - Battery cell module.": [[0, "battery-py-battery-cell-module"]], "batterypack.py - Battery pack module.": [[0, "batterypack-py-battery-pack-module"]], "batteryAgingSim.py - Battery aging module.": [[0, "batteryagingsim-py-battery-aging-module"]], "controller.py - Controller module.": [[0, "controller-py-controller-module"]], "chargingStation.py - Charging station module.": [[0, "chargingstation-py-charging-station-module"]], "electricityPrices.py - Electricity prices module.": [[0, "electricityprices-py-electricity-prices-module"]], "optimization.py - Optimization module.": [[0, "optimization-py-optimization-module"]], "orchestrator.py - Simulation orchestrator module.": [[0, "orchestrator-py-simulation-orchestrator-module"]], "solar.py - Solar PV module.": [[0, "solar-py-solar-pv-module"]], "utils.py - Hosts utility functions used by some modules.": [[0, "utils-py-hosts-utility-functions-used-by-some-modules"]], "simulate.py - Offline DER control optimization for cost minimization (this is run for offline mode (no state feedback)).": [[0, "simulate-py-offline-der-control-optimization-for-cost-minimization-this-is-run-for-offline-mode-no-state-feedback"]], "DLMODELS": [[0, "dlmodels"]], "elec_rates": [[0, "elec-rates"]], "feeders": [[0, "feeders"]], "feeder_population": [[0, "feeder-population"]], "solar_data": [[0, "solar-data"]], "test_cases": [[0, "test-cases"]], "Co-simulation cases.": [[0, "co-simulation-cases"]], "analysis": [[0, "analysis"]], "How to run": [[0, "how-to-run"]], "Post-simulation analysis": [[0, "post-simulation-analysis"], [1, "post-simulation-analysis"]], "Submodules": [[1, "submodules"], [2, "submodules"], [3, "submodules"], [8, "submodules"], [9, "submodules"], [10, "submodules"]], "cost_analysis module": [[1, "module-analysis.cost_analysis"]], "load_post_opt_costs module": [[1, "load-post-opt-costs-module"]], "plot_results module": [[1, "plot-results-module"]], "Module contents": [[1, "module-analysis"], [2, "module-charging_sim"], [3, "module-feeder_population"], [7, "module-test_cases"], [8, "module-test_cases.base_case"], [9, "module-test_cases.battery"], [10, "module-test_cases.battery.feeder_population"]], "Charging simulator": [[2, "charging-simulator"]], "charging_sim.battery module": [[2, "charging-sim-battery-module"]], "charging_sim.batteryAgingSim module": [[2, "module-charging_sim.batteryAgingSim"]], "charging_sim.batterypack module": [[2, "charging-sim-batterypack-module"]], "charging_sim.batterytest module": [[2, "charging-sim-batterytest-module"]], "charging_sim.capacitor module": [[2, "module-charging_sim.capacitor"]], "charging_sim.chargingStation module": [[2, "charging-sim-chargingstation-module"]], "charging_sim.controller module": [[2, "charging-sim-controller-module"]], "charging_sim.electricityPrices module": [[2, "module-charging_sim.electricityPrices"]], "charging_sim.optimization module": [[2, "module-charging_sim.optimization"]], "charging_sim.orchestrator module": [[2, "charging-sim-orchestrator-module"]], "charging_sim.simulate module": [[2, "charging-sim-simulate-module"]], "charging_sim.solar module": [[2, "module-charging_sim.solar"]], "charging_sim.utils module": [[2, "module-charging_sim.utils"]], "Feeder population": [[3, "feeder-population"]], "feeder_population.feeder_population module": [[3, "feeder-population-feeder-population-module"]], "feeder_population.glm_mod_functions module": [[3, "module-feeder_population.glm_mod_functions"]], "Welcome to EV-Ecosim 1.0.0": [[4, "welcome-to-ev-ecosim-1-0-0"]], "Contents:": [[4, null]], "Indices and tables": [[4, "indices-and-tables"]], "Packages": [[5, "packages"]], "Readme": [[6, "readme"]], "Test cases": [[7, "test-cases"]], "Subpackages": [[7, "subpackages"], [9, "subpackages"]], "test_cases.base_case package": [[8, "test-cases-base-case-package"]], "test_cases.base_case.event_handlers module": [[8, "test-cases-base-case-event-handlers-module"]], "test_cases.base_case.gblvar module": [[8, "test-cases-base-case-gblvar-module"]], "test_cases.base_case.glmptime module": [[8, "test-cases-base-case-glmptime-module"]], "test_cases.base_case.master_sim module": [[8, "test-cases-base-case-master-sim-module"]], "test_cases.base_case.sim module": [[8, "test-cases-base-case-sim-module"]], "test_cases.base_case.voltdump2 module": [[8, "test-cases-base-case-voltdump2-module"]], "test_cases.battery package": [[9, "test-cases-battery-package"]], "test_cases.battery.data_analysis module": [[9, "test-cases-battery-data-analysis-module"]], "test_cases.battery.event_handlers module": [[9, "test-cases-battery-event-handlers-module"]], "test_cases.battery.event_handlers_oneshot module": [[9, "test-cases-battery-event-handlers-oneshot-module"]], "test_cases.battery.gblvar module": [[9, "test-cases-battery-gblvar-module"]], "test_cases.battery.glmptime module": [[9, "test-cases-battery-glmptime-module"]], "test_cases.battery.master_sim module": [[9, "test-cases-battery-master-sim-module"]], "test_cases.battery.parse_voltages module": [[9, "test-cases-battery-parse-voltages-module"]], "test_cases.battery.scenarios module": [[9, "test-cases-battery-scenarios-module"]], "test_cases.battery.sim module": [[9, "test-cases-battery-sim-module"]], "test_cases.battery.voltdump2 module": [[9, "test-cases-battery-voltdump2-module"]], "test_cases.battery.feeder_population package": [[10, "test-cases-battery-feeder-population-package"]], "test_cases.battery.feeder_population.feeder_population module": [[10, "test-cases-battery-feeder-population-feeder-population-module"]], "test_cases.battery.feeder_population.feeder_population_old module": [[10, "test-cases-battery-feeder-population-feeder-population-old-module"]], "test_cases.battery.feeder_population.glm_mod_functions module": [[10, "module-test_cases.battery.feeder_population.glm_mod_functions"]]}, "indexentries": {"costestimator (class in analysis.cost_analysis)": [[1, "analysis.cost_analysis.CostEstimator"]], "analysis": [[1, "module-analysis"]], "analysis.cost_analysis": [[1, "module-analysis.cost_analysis"]], "calculate_battery_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_battery_cost"]], "calculate_electricity_cost_pgebev2s() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_electricity_cost_PGEBEV2s"]], "calculate_solar_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_solar_cost"]], "calculate_trans_loss_of_life() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.calculate_trans_loss_of_life"]], "module": [[1, "module-analysis"], [1, "module-analysis.cost_analysis"], [2, "module-charging_sim"], [2, "module-charging_sim.batteryAgingSim"], [2, "module-charging_sim.capacitor"], [2, "module-charging_sim.electricityPrices"], [2, "module-charging_sim.optimization"], [2, "module-charging_sim.solar"], [2, "module-charging_sim.utils"], [3, "module-feeder_population"], [3, "module-feeder_population.glm_mod_functions"], [7, "module-test_cases"], [8, "module-test_cases.base_case"], [9, "module-test_cases.battery"], [10, "module-test_cases.battery.feeder_population"], [10, "module-test_cases.battery.feeder_population.glm_mod_functions"]], "plot_loads() (analysis.cost_analysis.costestimator static method)": [[1, "analysis.cost_analysis.CostEstimator.plot_loads"]], "plot_power() (analysis.cost_analysis.costestimator static method)": [[1, "analysis.cost_analysis.CostEstimator.plot_power"]], "plot_soc() (analysis.cost_analysis.costestimator static method)": [[1, "analysis.cost_analysis.CostEstimator.plot_soc"]], "solar_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.solar_cost"]], "transformer_cost() (analysis.cost_analysis.costestimator method)": [[1, "analysis.cost_analysis.CostEstimator.transformer_cost"]], "batteryaging (class in charging_sim.batteryagingsim)": [[2, "charging_sim.batteryAgingSim.BatteryAging"]], "capacitor (class in charging_sim.capacitor)": [[2, "charging_sim.capacitor.Capacitor"]], "lfp_cal_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.LFP_cal_aging"]], "lfp_cyc_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.LFP_cyc_aging"]], "nmc_cal_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.NMC_cal_aging"]], "nmc_cyc_aging() (charging_sim.batteryagingsim.batteryaging static method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.NMC_cyc_aging"]], "optimization (class in charging_sim.optimization)": [[2, "charging_sim.optimization.Optimization"]], "pge_bev2_s() (in module charging_sim.utils)": [[2, "charging_sim.utils.PGE_BEV2_S"]], "priceloader (class in charging_sim.electricityprices)": [[2, "charging_sim.electricityPrices.PriceLoader"]], "solar (class in charging_sim.solar)": [[2, "charging_sim.solar.Solar"]], "add_demand_charge() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.add_demand_charge"]], "add_power_profile_to_object() (in module charging_sim.utils)": [[2, "charging_sim.utils.add_power_profile_to_object"]], "aggregate_constraints() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.aggregate_constraints"]], "build_battery_cost() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.build_battery_cost"]], "build_cost_pge_bev2s() (in module charging_sim.utils)": [[2, "charging_sim.utils.build_cost_PGE_BEV2S"]], "build_electricity_cost() (in module charging_sim.utils)": [[2, "charging_sim.utils.build_electricity_cost"]], "build_emissions_cost() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.build_emissions_cost"]], "build_objective() (in module charging_sim.utils)": [[2, "charging_sim.utils.build_objective"]], "build_transformer_cost() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.build_transformer_cost"]], "charging_sim": [[2, "module-charging_sim"]], "charging_sim.batteryagingsim": [[2, "module-charging_sim.batteryAgingSim"]], "charging_sim.capacitor": [[2, "module-charging_sim.capacitor"]], "charging_sim.electricityprices": [[2, "module-charging_sim.electricityPrices"]], "charging_sim.optimization": [[2, "module-charging_sim.optimization"]], "charging_sim.solar": [[2, "module-charging_sim.solar"]], "charging_sim.utils": [[2, "module-charging_sim.utils"]], "downscale() (charging_sim.electricityprices.priceloader method)": [[2, "charging_sim.electricityPrices.PriceLoader.downscale"]], "downscale() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.downscale"]], "get_aging_value() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.get_aging_value"]], "get_battery_constraint() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.get_battery_constraint"]], "get_calendar_aging() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.get_calendar_aging"]], "get_constraints() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.get_constraints"]], "get_constraints() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.get_constraints"]], "get_cyc_aging() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.get_cyc_aging"]], "get_power() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.get_power"]], "get_prices() (charging_sim.electricityprices.priceloader method)": [[2, "charging_sim.electricityPrices.PriceLoader.get_prices"]], "get_solar_output() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.get_solar_output"]], "get_total_aging() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.get_total_aging"]], "load_prices() (in module charging_sim.utils)": [[2, "charging_sim.utils.load_prices"]], "main() (in module charging_sim.electricityprices)": [[2, "charging_sim.electricityPrices.main"]], "main() (in module charging_sim.solar)": [[2, "charging_sim.solar.main"]], "modify_res() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.modify_res"]], "run() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.run"]], "run() (charging_sim.optimization.optimization method)": [[2, "charging_sim.optimization.Optimization.run"]], "set_month_data() (charging_sim.electricityprices.priceloader method)": [[2, "charging_sim.electricityPrices.PriceLoader.set_month_data"]], "update_capacity() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.update_capacity"]], "update_history() (charging_sim.solar.solar method)": [[2, "charging_sim.solar.Solar.update_history"]], "update_resistance() (charging_sim.batteryagingsim.batteryaging method)": [[2, "charging_sim.batteryAgingSim.BatteryAging.update_resistance"]], "feeder_population": [[3, "module-feeder_population"]], "feeder_population.glm_mod_functions": [[3, "module-feeder_population.glm_mod_functions"]], "load_base_glm() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.load_base_glm"]], "replace_load_w_meter() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.replace_load_w_meter"]], "replace_load_w_meter_old() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.replace_load_w_meter_old"]], "write_base_glm() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_base_glm"]], "write_class_dict() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_class_dict"]], "write_clock_dict() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_clock_dict"]], "write_filter_dict() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_filter_dict"]], "write_mod_dict() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_mod_dict"]], "write_obj_dict() (in module feeder_population.glm_mod_functions)": [[3, "feeder_population.glm_mod_functions.write_obj_dict"]], "test_cases": [[7, "module-test_cases"]], "test_cases.base_case": [[8, "module-test_cases.base_case"]], "test_cases.battery": [[9, "module-test_cases.battery"]], "load_base_glm() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.load_base_glm"]], "replace_load_w_meter() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.replace_load_w_meter"]], "replace_load_w_meter_old() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.replace_load_w_meter_old"]], "test_cases.battery.feeder_population": [[10, "module-test_cases.battery.feeder_population"]], "test_cases.battery.feeder_population.glm_mod_functions": [[10, "module-test_cases.battery.feeder_population.glm_mod_functions"]], "write_base_glm() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_base_glm"]], "write_class_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_class_dict"]], "write_clock_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_clock_dict"]], "write_filter_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_filter_dict"]], "write_mod_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_mod_dict"]], "write_obj_dict() (in module test_cases.battery.feeder_population.glm_mod_functions)": [[10, "test_cases.battery.feeder_population.glm_mod_functions.write_obj_dict"]]}}) \ No newline at end of file diff --git a/docs/build/test_cases.base_case.html b/docs/build/test_cases.base_case.html new file mode 100644 index 000000000..4a8fb8c2f --- /dev/null +++ b/docs/build/test_cases.base_case.html @@ -0,0 +1,149 @@ + + + + + + ++ + ++++ ++++ ++ + + + +++ ++ +test_cases.base_case package — EV-Ecosim 1.0.0 documentation + + + + + + + + + + + + + + + + + ++ + ++ + + + \ No newline at end of file diff --git a/docs/build/test_cases.battery.feeder_population.html b/docs/build/test_cases.battery.feeder_population.html new file mode 100644 index 000000000..be2a55a10 --- /dev/null +++ b/docs/build/test_cases.battery.feeder_population.html @@ -0,0 +1,306 @@ + + + + + + ++ + ++++ ++++ ++ +++ + + +test_cases.base_case package
++ +Submodules
++ +test_cases.base_case.event_handlers module
++ +test_cases.base_case.gblvar module
++ +test_cases.base_case.glmptime module
++ +test_cases.base_case.master_sim module
++ +test_cases.base_case.sim module
++ +test_cases.base_case.voltdump2 module
++ +Module contents
+test_cases.battery.feeder_population package — EV-Ecosim 1.0.0 documentation + + + + + + + + + + + + + + + + ++ + ++ + + + \ No newline at end of file diff --git a/docs/build/test_cases.battery.html b/docs/build/test_cases.battery.html new file mode 100644 index 000000000..44956c56f --- /dev/null +++ b/docs/build/test_cases.battery.html @@ -0,0 +1,187 @@ + + + + + + ++ + ++++ ++++ ++ +++ + + +test_cases.battery.feeder_population package
++ +Submodules
++ +test_cases.battery.feeder_population.feeder_population module
++ +test_cases.battery.feeder_population.feeder_population_old module
++ +test_cases.battery.feeder_population.glm_mod_functions module
+Module contains functions for modifying GridLAB-D power system simulation models
+-
+
- +test_cases.battery.feeder_population.glm_mod_functions.load_base_glm(base_file_dir, base_glm_file)[source] +
Loads base glm file into a dictionary structure.
+-
+
- Parameters: +
-
+
base_file_dir –
+base_glm_file –
+
+- Returns: +
- + +
-
+
- +test_cases.battery.feeder_population.glm_mod_functions.replace_load_w_meter(glm_dict, match_str, rep_str, obj_type)[source] +
Replace load with meter in GLM dictionary.
+-
+
- Parameters: +
-
+
glm_dict –
+match_str –
+rep_str –
+obj_type –
+
+- Returns: +
- + +
-
+
- +test_cases.battery.feeder_population.glm_mod_functions.replace_load_w_meter_old(glm_dict, match_str, rep_str, obj_type)[source] +
Replace load with meter in GLM dictionary.
+-
+
- Parameters: +
-
+
glm_dict –
+match_str –
+rep_str –
+obj_type –
+
+- Returns: +
- + +
-
+
- +test_cases.battery.feeder_population.glm_mod_functions.write_base_glm(glm_dict, obj_type, globals_list, include_list, out_dir, file_name, sync_list)[source] +
-
+
- Parameters: +
-
+
glm_dict –
+obj_type –
+globals_list –
+include_list –
+out_dir –
+file_name –
+sync_list –
+
+- Returns: +
- + +
-
+
- +test_cases.battery.feeder_population.glm_mod_functions.write_class_dict(file, gld_dict, class_name)[source] +
Write dictionary corresponding to GLD class to .glm file.
+-
+
- Parameters: +
-
+
file –
+gld_dict –
+class_name –
+
+- Returns: +
- + +
-
+
- +test_cases.battery.feeder_population.glm_mod_functions.write_clock_dict(file, gld_dict)[source] +
Write dictionary corresponding to GLD clock to .glm file.
+-
+
- Parameters: +
-
+
file –
+gld_dict –
+
+- Returns: +
- + +
-
+
- +test_cases.battery.feeder_population.glm_mod_functions.write_filter_dict(file, gld_dict, class_name)[source] +
Write dictionary corresponding to GLD filter to .glm file.
+-
+
- Parameters: +
-
+
file –
+gld_dict –
+class_name –
+
+- Returns: +
- + +
+ +Module contents
+test_cases.battery package — EV-Ecosim 1.0.0 documentation + + + + + + + + + + + + + + + + + ++ + ++ + + + \ No newline at end of file diff --git a/docs/build/test_cases.html b/docs/build/test_cases.html new file mode 100644 index 000000000..497a6a22b --- /dev/null +++ b/docs/build/test_cases.html @@ -0,0 +1,171 @@ + + + + + + ++ + ++++ ++++ ++ +++ + + +test_cases.battery package
++ +Subpackages
+ ++ +Submodules
++ +test_cases.battery.data_analysis module
++ +test_cases.battery.event_handlers module
++ +test_cases.battery.event_handlers_oneshot module
++ +test_cases.battery.gblvar module
++ +test_cases.battery.glmptime module
++ +test_cases.battery.master_sim module
++ +test_cases.battery.parse_voltages module
++ +test_cases.battery.scenarios module
++ +test_cases.battery.sim module
++ +test_cases.battery.voltdump2 module
++ +Module contents
+Test cases — EV-Ecosim 1.0.0 documentation + + + + + + + + + + + + + + + + + ++ + ++ + + + \ No newline at end of file diff --git a/docs/source/batt_sys_identification.rst b/docs/source/batt_sys_identification.rst new file mode 100644 index 000000000..7f758d41c --- /dev/null +++ b/docs/source/batt_sys_identification.rst @@ -0,0 +1,12 @@ +Battery System Identification +================ + +Submodules +---------- + +Battery system identification +------------------------------ +.. automodule:: batt_sys_identification.battery_identification + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/modules.rst b/docs/source/modules.rst index a328dd802..d1aadf509 100644 --- a/docs/source/modules.rst +++ b/docs/source/modules.rst @@ -3,9 +3,11 @@ Packages .. toctree:: :maxdepth: 4 - analysis - charging_sim feeder_population + batt_sys_identification + charging_sim test_cases + analysis ++ + ++++ ++++ ++ +++ + + +Test cases
++ +Subpackages
+++-
+
- test_cases.base_case package + +
- test_cases.battery package
-
+
- Subpackages + +
- Submodules +
- test_cases.battery.data_analysis module +
- test_cases.battery.event_handlers module +
- test_cases.battery.event_handlers_oneshot module +
- test_cases.battery.gblvar module +
- test_cases.battery.glmptime module +
- test_cases.battery.master_sim module +
- test_cases.battery.parse_voltages module +
- test_cases.battery.scenarios module +
- test_cases.battery.sim module +
- test_cases.battery.voltdump2 module +
- Module contents +
+
+ +Module contents
+
