From 26de0de0267ad26a5af03f11269a7fe6bd1bb063 Mon Sep 17 00:00:00 2001 From: Pierre Haessig Date: Tue, 30 Jul 2024 15:18:30 +0200 Subject: [PATCH] update examples to 0.11.0 and bump version number --- Project.toml | 2 +- examples/Microgrid_Wind-Solar.ipynb | 18 ++--- examples/Microgrid_sizing_optimization.ipynb | 81 +++++++++++--------- 3 files changed, 54 insertions(+), 47 deletions(-) diff --git a/Project.toml b/Project.toml index 31dace6..778ff05 100644 --- a/Project.toml +++ b/Project.toml @@ -2,7 +2,7 @@ name = "Microgrids" uuid = "bd581358-d3fa-499e-a26e-e70307242c03" authors = ["Pierre Haessig ", "evelisea <59697806+evelisea@users.noreply.github.com>"] -version = "0.11.0-dev" +version = "0.11.0" [compat] julia = "1.6" diff --git a/examples/Microgrid_Wind-Solar.ipynb b/examples/Microgrid_Wind-Solar.ipynb index 175bde0..2640409 100644 --- a/examples/Microgrid_Wind-Solar.ipynb +++ b/examples/Microgrid_Wind-Solar.ipynb @@ -132,7 +132,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "Figure(PyObject
)" ] @@ -268,7 +268,7 @@ { "data": { "text/plain": [ - "Project(25, 0.05, 1.0, \"€\")" + "Project(25, 0.05, 1.0, \"€\", LinearSalvage)" ] }, "execution_count": 8, @@ -459,7 +459,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "Figure(PyObject
)" ] @@ -537,7 +537,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "Figure(PyObject
)" ] @@ -579,7 +579,7 @@ { "data": { "text/plain": [ - "Microgrid{Float64}(Project(25, 0.05, 1.0, \"€\"), [1453.0, 1331.0, 1214.0, 1146.0, 1078.0, 1035.0, 1032.0, 1072.0, 1142.0, 1208.0 … 1479.0, 1508.0, 1410.0, 1370.0, 1467.0, 1587.0, 1561.0, 1472.0, 1533.0, 1483.0], DispatchableGenerator{Float64}(1800.0, 0.0, 0.24, 1.0, 400.0, 0.02, 15000.0, 0.0, 1.0, 1.0, \"L\"), Battery{Float64}(5000.0, 350.0, 10.0, 15.0, 3000.0, 1.0, 1.0, 0.05, 0.0, 0.0, 1.0, 1.0), NonDispatchableSource[Photovoltaic{Float64}(3000.0, [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.000000000000001e-5 … 0.45131, 0.30678, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], 1200.0, 20.0, 25.0, 1.0, 1.0, 1.0), WindPower{Float64}(900.0, [0.03184904690521816, 0.1104932647748532, 0.24596484619739856, 0.44422012231738006, 0.6554128208926687, 0.8470913237698507, 0.9579413031865969, 0.9735278942424532, 0.9837469734016646, 0.9903667231838823 … 0.011233045262998936, 0.018460507449516883, 0.023644167600765466, 0.02969747711584798, 0.036359043012900244, 0.03713796382151399, 0.037530379586714784, 0.03792477182913709, 0.037530379586714784, 0.03674751985711801], 3500.0, 100.0, 25.0, 1.0, 1.0)])" + "Microgrid{Float64}(Project(25, 0.05, 1.0, \"€\", LinearSalvage), [1453.0, 1331.0, 1214.0, 1146.0, 1078.0, 1035.0, 1032.0, 1072.0, 1142.0, 1208.0 … 1479.0, 1508.0, 1410.0, 1370.0, 1467.0, 1587.0, 1561.0, 1472.0, 1533.0, 1483.0], DispatchableGenerator{Float64}(1800.0, 0.0, 0.24, 1.0, 400.0, 0.02, 15000.0, 0.0, 1.0, 1.0, \"L\"), Battery{Float64}(5000.0, 350.0, 10.0, 15.0, 3000.0, 1.0, 1.0, 0.05, 0.0, 0.0, 1.0, 1.0), NonDispatchableSource[Photovoltaic{Float64}(3000.0, [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.000000000000001e-5 … 0.45131, 0.30678, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], 1200.0, 20.0, 25.0, 1.0, 1.0, 1.0), WindPower{Float64}(900.0, [0.03184904690521816, 0.1104932647748532, 0.24596484619739856, 0.44422012231738006, 0.6554128208926687, 0.8470913237698507, 0.9579413031865969, 0.9735278942424532, 0.9837469734016646, 0.9903667231838823 … 0.011233045262998936, 0.018460507449516883, 0.023644167600765466, 0.02969747711584798, 0.036359043012900244, 0.03713796382151399, 0.037530379586714784, 0.03792477182913709, 0.037530379586714784, 0.03674751985711801], 3500.0, 100.0, 25.0, 1.0, 1.0)])" ] }, "execution_count": 16, @@ -652,7 +652,7 @@ "name": "stdout", "output_type": "stream", "text": [ - " 0.000267 seconds (152 allocations: 829.234 KiB)\n" + " 0.000354 seconds (152 allocations: 828.703 KiB)\n" ] } ], @@ -1038,15 +1038,15 @@ ], "metadata": { "kernelspec": { - "display_name": "Julia 1.9.2", + "display_name": "Julia 1.10.4", "language": "julia", - "name": "julia-1.9" + "name": "julia-1.10" }, "language_info": { "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", - "version": "1.9.2" + "version": "1.10.4" } }, "nbformat": 4, diff --git a/examples/Microgrid_sizing_optimization.ipynb b/examples/Microgrid_sizing_optimization.ipynb index e34b47b..926d1ff 100644 --- a/examples/Microgrid_sizing_optimization.ipynb +++ b/examples/Microgrid_sizing_optimization.ipynb @@ -63,7 +63,7 @@ "## Load Microgrid project data\n", "\n", "Loading parameters and time series for a Microgrid project with *wind* and *solar* sources, plus a *battery* and a *dispatchable generator*. \n", - "Values gathered from the [Microgrid_Wind-Solar.ipynb]((Microgrid_Wind-Solar.ipynb)) notebook." + "Values gathered from the [Microgrid_Wind-Solar.ipynb](Microgrid_Wind-Solar.ipynb) notebook." ] }, { @@ -91,9 +91,9 @@ "source": [ "## Setting up the cost function (criterion) to be optimized\n", "\n", - "The key coding objective is to **encapsulate** the microgrid simulators (`simulate` function of `Microgrids.jl` package) into an objective function that can be called by the optimization algorithm, that is which respects its expected interface (here NLopt).\n", + "The key coding objective is to **encapsulate** the microgrid simulator (`simulate` function of `Microgrids.jl` package) into an objective function that can be called by the optimization algorithm, that is which respects its expected interface (here NLopt).\n", "\n", - "To increase the modularity which facilites using optimization solvers others that NLopt's we implement the encapsulation by **3 nested functions**:\n", + "To increase the modularity which facilitates using optimization solvers others that NLopt's we implement the encapsulation by **3 nested functions**:\n", "\n", "1. Simulation of Microgrid project described by a sizing vector `x` (vector input) → returns all simulation statistics\n", "2. Extract KPIs of interest to build a multi-objective criterion: here lcoe and shedding rate\n", @@ -239,7 +239,7 @@ " stats, costs = simulate_microgrid(x)\n", " # Extract KPIs of interest\n", " lcoe = costs.lcoe # $/kWh\n", - " shed_rate = stats.shed_rate; # in [0,1]\n", + " shed_rate = stats.shed_rate # in [0,1]\n", " return lcoe, shed_rate\n", "end" ] @@ -266,7 +266,7 @@ "\n", "with signature adapted to NLopt with `grad` as 2nd argument\n", "\n", - "load shedding penalty threshold `shed_max` should be in [0,1[\n", + "load shedding penalty threshold `shed_max` should be in [0,1[\n", "\"\"\"\n", "function obj(x, grad, shed_max, w_shed_max=1e5)\n", " lcoe, shed_rate = obj_multi(x)\n", @@ -473,7 +473,7 @@ "Problem bounds are taken as the global variables `xmin`, `xmax`,\n", "but could be added to the parameters as well.\n", "\"\"\"\n", - "function optim_mg(x0, shed_max, algo=:LN_SBPLX, maxeval=1000, xtol_rel=1e-4, srand=1)\n", + "function optim_mg(x0, shed_max, algo=:GN_CRS2_LM, maxeval=1000, xtol_rel=1e-4, srand=1)\n", " nx = length(x0) # number of optim variables\n", " opt = Opt(algo, nx)\n", " NLopt.srand(srand)\n", @@ -708,7 +708,7 @@ "name": "stdout", "output_type": "stream", "text": [ - " 1.967928 seconds (1.46 M allocations: 7.884 GiB, 6.18% gc time)\n" + " 2.021157 seconds (1.50 M allocations: 7.882 GiB, 3.09% gc time)\n" ] }, { @@ -746,7 +746,7 @@ "name": "stdout", "output_type": "stream", "text": [ - " 162.559 μs (143 allocations: 826.58 KiB)\n" + " 168.679 μs (147 allocations: 826.34 KiB)\n" ] }, { @@ -773,12 +773,12 @@ "\n", "As demonstrated in our conference article:\n", "\n", - "de Godoy Antunes, P. Haessig, C. Wang, and R. Chouhy Leborgne, “Optimal Microgrid Sizing using Gradient-based Algorithms with Automatic Differentiation,” ISGT Europe 2022, Novi Sad, Serbia, 2022. https://dx.doi.org/10.1109/ISGT-Europe54678.2022.9960498 https://hal.archives-ouvertes.fr/hal-03370004\n", + "de Godoy Antunes, P. Haessig, C. Wang, and R. Chouhy Leborgne, “Optimal Microgrid Sizing using Gradient-based Algorithms with Automatic Differentiation,” ISGT Europe 2022, Novi Sad, Serbia, 2022. https://dx.doi.org/10.1109/ISGT-Europe54678.2022.9960498, Archived at https://hal.archives-ouvertes.fr/hal-03370004\n", "\n", "Gradient of optimization criteria computed with [ForwardDiff.jl](https://juliadiff.org/ForwardDiff.jl/stable/).\n", "This allows using **gradient-based optimization algorithms** like LBFGS or SLSQP (the latter supports constraints) which converge in less iterations.\n", "\n", - "This requires using the \"relaxation parameter\" `ε` of the Microgrid simulator to smooth out some discontinuities.\n", + "This requires using the `smoothing` parameter (ε in the article is `Smoothing.transition`) of the Microgrid simulator to smooth out some discontinuities.\n", "\n", "DOCUMENTATION TO BE WRITTEN" ] @@ -793,7 +793,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "search: \u001b[0m\u001b[1ma\u001b[22m\u001b[0m\u001b[1mg\u001b[22m\u001b[0m\u001b[1mg\u001b[22m\u001b[0m\u001b[1mr\u001b[22m\u001b[0m\u001b[1me\u001b[22m\u001b[0m\u001b[1mg\u001b[22m\u001b[0m\u001b[1ma\u001b[22m\u001b[0m\u001b[1mt\u001b[22m\u001b[0m\u001b[1mi\u001b[22m\u001b[0m\u001b[1mo\u001b[22m\u001b[0m\u001b[1mn\u001b[22m \u001b[0m\u001b[1ma\u001b[22m\u001b[0m\u001b[1mg\u001b[22m\u001b[0m\u001b[1mg\u001b[22m\u001b[0m\u001b[1mr\u001b[22m\u001b[0m\u001b[1me\u001b[22m\u001b[0m\u001b[1mg\u001b[22m\u001b[0m\u001b[1ma\u001b[22m\u001b[0m\u001b[1mt\u001b[22me\n", + "search: \u001b[0m\u001b[1ms\u001b[22m\u001b[0m\u001b[1mi\u001b[22m\u001b[0m\u001b[1mm\u001b[22m\u001b[0m\u001b[1mu\u001b[22m\u001b[0m\u001b[1ml\u001b[22m\u001b[0m\u001b[1ma\u001b[22m\u001b[0m\u001b[1mt\u001b[22m\u001b[0m\u001b[1me\u001b[22m \u001b[0m\u001b[1ms\u001b[22m\u001b[0m\u001b[1mi\u001b[22m\u001b[0m\u001b[1mm\u001b[22m\u001b[0m\u001b[1mu\u001b[22m\u001b[0m\u001b[1ml\u001b[22m\u001b[0m\u001b[1ma\u001b[22m\u001b[0m\u001b[1mt\u001b[22m\u001b[0m\u001b[1me\u001b[22m_microgrid\n", "\n" ] }, @@ -801,50 +801,57 @@ "data": { "text/latex": [ "\\begin{verbatim}\n", - "aggregation(mg::Microgrid, oper_traj::OperationTraj, ε::Real=1.0)\n", + "simulate(mg::Microgrid, smoothing::Smoothing=NoSmoothing)\n", "\\end{verbatim}\n", - "Aggregates operation time series \\texttt{oper\\_traj} into yearly statistics for the the microgrid \\texttt{mg} (returned as an \\texttt{OperationStats} object).\n", + "Simulate the technical and economic performance of a Microgrid \\texttt{mg}.\n", "\n", - "Discontinuous statistics can optionally be relaxed (smoothed) using the relaxation parameter \\texttt{ε}:\n", + "Discontinuous computations can optionally be smoothed (relaxed) using the \\texttt{Smoothing} parameters \\texttt{transition} and \\texttt{gain} (see their doc). Smoothing is recommended when using gradient-based optimization.\n", + "\n", + "Returns:\n", "\n", "\\begin{itemize}\n", - "\\item 0.0 means no relaxation (default value)\n", + "\\item Operational trajectories from \\texttt{sim\\_operation} (should be optional in future version)\n", + "\n", "\n", + "\\item Operational statistics from \\texttt{sim\\_operation}\n", "\n", - "\\item 1.0 yields the strongest relaxation\n", "\n", - "\\end{itemize}\n", - "when using relaxation, a value between 0.05 and 0.30 is suggested\n", - "\n" + "\\item Microgrid project costs from \\texttt{sim\\_economics}\n", + "\n", + "\\end{itemize}\n" ], "text/markdown": [ "```\n", - "aggregation(mg::Microgrid, oper_traj::OperationTraj, ε::Real=1.0)\n", + "simulate(mg::Microgrid, smoothing::Smoothing=NoSmoothing)\n", "```\n", "\n", - "Aggregates operation time series `oper_traj` into yearly statistics for the the microgrid `mg` (returned as an `OperationStats` object).\n", + "Simulate the technical and economic performance of a Microgrid `mg`.\n", "\n", - "Discontinuous statistics can optionally be relaxed (smoothed) using the relaxation parameter `ε`:\n", + "Discontinuous computations can optionally be smoothed (relaxed) using the `Smoothing` parameters `transition` and `gain` (see their doc). Smoothing is recommended when using gradient-based optimization.\n", "\n", - " * 0.0 means no relaxation (default value)\n", - " * 1.0 yields the strongest relaxation\n", + "Returns:\n", "\n", - "when using relaxation, a value between 0.05 and 0.30 is suggested\n" + " * Operational trajectories from `sim_operation` (should be optional in future version)\n", + " * Operational statistics from `sim_operation`\n", + " * Microgrid project costs from `sim_economics`\n" ], "text/plain": [ - "\u001b[36m aggregation(mg::Microgrid, oper_traj::OperationTraj, ε::Real=1.0)\u001b[39m\n", + "\u001b[36m simulate(mg::Microgrid, smoothing::Smoothing=NoSmoothing)\u001b[39m\n", + "\n", + " Simulate the technical and economic performance of a Microgrid \u001b[36mmg\u001b[39m.\n", "\n", - " Aggregates operation time series \u001b[36moper_traj\u001b[39m into yearly statistics for the\n", - " the microgrid \u001b[36mmg\u001b[39m (returned as an \u001b[36mOperationStats\u001b[39m object).\n", + " Discontinuous computations can optionally be smoothed (relaxed) using the\n", + " \u001b[36mSmoothing\u001b[39m parameters \u001b[36mtransition\u001b[39m and \u001b[36mgain\u001b[39m (see their doc). Smoothing is\n", + " recommended when using gradient-based optimization.\n", "\n", - " Discontinuous statistics can optionally be relaxed (smoothed) using the\n", - " relaxation parameter \u001b[36mε\u001b[39m:\n", + " Returns:\n", "\n", - " • 0.0 means no relaxation (default value)\n", + " • Operational trajectories from \u001b[36msim_operation\u001b[39m (should be optional in\n", + " future version)\n", "\n", - " • 1.0 yields the strongest relaxation\n", + " • Operational statistics from \u001b[36msim_operation\u001b[39m\n", "\n", - " when using relaxation, a value between 0.05 and 0.30 is suggested" + " • Microgrid project costs from \u001b[36msim_economics\u001b[39m" ] }, "execution_count": 18, @@ -853,7 +860,7 @@ } ], "source": [ - "?aggregation" + "?simulate" ] }, { @@ -898,15 +905,15 @@ ], "metadata": { "kernelspec": { - "display_name": "Julia 1.9.2", + "display_name": "Julia 1.10.4", "language": "julia", - "name": "julia-1.9" + "name": "julia-1.10" }, "language_info": { "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", - "version": "1.9.2" + "version": "1.10.4" } }, "nbformat": 4,