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@IdahoLabResearch Idaho National Laboratory Research Projects

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    38 repositories

    • HydroGenerate

      Public
      Tool to estimate the hydropower potential of a site.
      hydropowerhydropower-modeltechno-economic-analysis
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•17•2•1•Updated Nov 7, 2024Nov 7, 2024

    • AquaPV

      Public
      The AquaPV toolset provides foundational data and analyses for policymakers, developers, utilities, and financial firms seeking to understand floating PV (FPV) project viability on the United States (US) reservoirs and estuaries, assisting in scaling the systematic evaluation and implementation of this concept in the US.
      Python
      •
      MIT License
      •0•0•0•0•Updated Nov 5, 2024Nov 5, 2024

    • CH4ESE

      Public
      CH4ESE is a python based implementation of XML EXI encoding and decoding. This software was created to replace an existing open-source project that provides this functionality, but it was implemented in Java. Our project is nearly 100% python coded, so we needed a better solution that did not rely upon running Java.
      Python
      •
      MIT License
      •0•1•0•0•Updated Nov 4, 2024Nov 4, 2024

    • AcCCS

      Public
      A collection of tools and scripts used to communicate and emulate Electric Vehicle Communication Controllers (EVCC) and Supply Equipment Communication Controllers (SECC).
      Python
      •
      MIT License
      •7•8•1•1•Updated Oct 31, 2024Oct 31, 2024

    • CDB_Analysis_Program

      Public
      A graphical user interface (GUI) that helps analyze data from coincidence Doppler broadening positron annihilation spectroscopy. It is a quick tool to rapidly reduce large data and conveniently analyze multiple datasets.
      Python
      •
      GNU General Public License v2.0
      •3•4•0•0•Updated Oct 31, 2024Oct 31, 2024

    • 5GAD

      Public
      This is a dataset of 5G network traffic for use with machine learning tools to benchmark attack detection capabilities for multiple different models. The dataset contains simulated normal and attack 5G network traffic.
      Jupyter Notebook
      •
      MIT License
      •19•55•1•0•Updated Oct 31, 2024Oct 31, 2024

    • Field2Farm

      Public
      Our modeling tool developed an efficient method utilizing the publicly available Cropland Data Layer (CDL) to identify farms based on field boundaries. The code iteratively combines delineated fields into farms according to specified criteria, considering proximity, size, and distribution of farms.
      Python
      •
      MIT License
      •0•0•0•0•Updated Sep 27, 2024Sep 27, 2024

    • Faraday

      Public
      Faraday is an application which queries button cell data from a data warehouse, and renders charts on a user interface, enabling users to explore and receive insights from data. These charts illustrate the performance of various button cells as they undergo impedance, pulse width modulation, and potentiostatic tests.
      MIT License
      •0•0•0•0•Updated Sep 26, 2024Sep 26, 2024

    • EVIRS

      Public
      In post-crash situations, passengers, bystanders, and first responders are exposed to the immediate safety risks of stranded energy in electric vehicle (EV) batteries. This software tool will directly help the emergency responders to handle EV post-crash situations effectively and safely.
      Apache License 2.0
      •1•1•0•0•Updated Apr 17, 2024Apr 17, 2024

    • HyPAT

      Public
      The Hydrogen Permeation Analysis Tool (HyPAT) provides a user friendly interface for batch analysis of dynamic hydrogen permeation data to calculate the transport properties permeability, solubility, and diffusivity. A built in literature database provides an easy comparison to known values.
      Python
      •
      MIT License
      •8•11•3•1•Updated Feb 26, 2024Feb 26, 2024

    • Multiplayer_Engineering

      Public
      Multiplayer Engineering is a software framework that enables real-time collaboration in virtual environments
      C#
      •
      Other
      •0•0•0•0•Updated Feb 13, 2024Feb 13, 2024

    • Digital-Twin-Analytics-SEARCH

      Public
      This package applies the different aspects of SEARCH (store, explore, assess, reduce, confirm, and holistic) to initial machine learning results to an unknown data set.
      R
      •
      MIT License
      •0•0•0•0•Updated Dec 19, 2023Dec 19, 2023

    • MAGNET-Heat-Pipe-Data

      Public
      This is a dataset that was produced on March 30, 2022 during the demonstration and run of the Microreactor AGile Non-nuclear Experimental Testbed (MAGNET). The MAGNET Digital Twin was run alongside a single heat pipe within MAGNET during this demonstration. Published works: https://www.sciencedirect.com/science/article/pii/S0149197023002482
      Other
      •0•0•0•0•Updated Dec 13, 2023Dec 13, 2023

    • Type_5_Wind_Turbine_Drivetrain

      Public
      The purpose of this code is to provide a high-fidelity model of Type-5 wind turbine drivetrain for grid integration and transient stability studies.
      MATLAB
      •
      MIT License
      •1•3•0•0•Updated Nov 30, 2023Nov 30, 2023

    • HPCACT-2022

      Public
      Anomalous temporal action detection code and dataset for activities in a High Performance Computing datacenter.
      Python
      •
      MIT License
      •0•1•0•0•Updated Oct 25, 2023Oct 25, 2023

    • OMDD

      Public
      Model that supports drone deployment. Analysis on speed, package weight, energy consumption, # of drones, and battery replacements.
      Python
      •
      GNU General Public License v2.0
      •1•5•0•0•Updated Sep 20, 2023Sep 20, 2023

    • HPC_Natural_Language_Understanding_-NLU-_Dataset

      Public
      This code provides natural language annotation and labels for multiple activities in high performance. The purpose is to enable machine learning for natural language processing algorithms with high performance computing systems.
      Python
      •
      MIT License
      •0•1•0•0•Updated Jul 7, 2023Jul 7, 2023

    • TROPFE

      Public
      The code models the operation of a high temperature steam electrolysis (HTSE) plant.
      MATLAB
      •
      BSD 3-Clause "New" or "Revised" License
      •0•2•0•0•Updated May 9, 2023May 9, 2023

    • INLIDD

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Apr 5, 2023Apr 5, 2023

    • CMAT

      Public
      The CMAT software provides the user with a fully customizable decision support framework that analyzes the optimal supply chain configurations for a given industrial electronic waste (e-waste) recycling and refurbishment process. The software optimizes the logistics operations, helps to identify the best recycling process configuration, and gene…
      Python
      •
      GNU Affero General Public License v3.0
      •1•4•0•0•Updated Mar 30, 2023Mar 30, 2023

    • HFVT

      Public
      The optimization tool denoted as the “Hydropower Flexibility Valuation Tool” aims to maximize the revenue from market participation after satisfying flow requirements, considering a range of power market price signals and water availability scenarios.
      Python
      •
      GNU Affero General Public License v3.0
      •0•3•0•0•Updated Mar 14, 2023Mar 14, 2023

    • ReMAIn

      Public
      Resilience of Microgrids with Adaptive capacity and Inertia calculates the maximum size of a disturbance a microgrid could withstand before frequency limits are violated.
      Python
      •
      MIT License
      •1•1•0•0•Updated Feb 6, 2023Feb 6, 2023

    • BIhNNs

      Public
      The code enables to perform Bayesian inference in an efficient manner through the use of Hamiltonian Neural Networks (HNNs), Deep Neural Networks (DNNs), Neural ODEs, and Symplectic Neural Networks (SympNets) used with state-of-the-art sampling schemes like Hamiltonian Monte Carlo (HMC) and the No-U-Turn-Sampler (NUTS).
      neural-networksbayesian-inferencehamiltonian-monte-carlosampling-methodslangevin-dynamicsno-u-turn-samplerphysics-informed-neural-networks
      Python
      •
      MIT License
      •6•12•0•0•Updated Jan 14, 2023Jan 14, 2023

    • Hydropower_Unit_Models

      Public
      This repository presents different hydropower unit models on various platforms.
      MATLAB
      •
      GNU General Public License v2.0
      •0•1•0•0•Updated Nov 21, 2022Nov 21, 2022

    • Buggy-Program-Program

      Public
      The purpose of this code is to automatically create random C programs that are guaranteed to have bugs of a particular "interestingness". We are using this to train learning machines to fuzz programs better. Other people might want to use it for training humans to examine software.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•3•0•0•Updated Oct 11, 2022Oct 11, 2022

    • tapsap

      Public
      Temporal analysis of products statistical analysis package (tapsap) is a package for reading, cleaning, analyzing and making inference of temporal analysis of products (TAP) information. This package is designed with the intent for collaboration within the TAP community for advancing TAP analysis.
      HTML
      •
      GNU General Public License v2.0
      •0•3•0•0•Updated Sep 28, 2022Sep 28, 2022

    • PyEmission

      Public
      PyEmission is a Python library for estimation of vehicular emissions and fuel consumption. This tool covers a wide range of light duty motor vehicles including passenger car, SUV, passenger truck, and light commercial truck. The tool only takes second-by-second driving cycle and vehicle characteristics data as inputs and generate results of vehi…
      Python
      •
      Apache License 2.0
      •2•5•0•0•Updated Aug 13, 2022Aug 13, 2022

    • Scramble

      Public
      The purpose of Scramble is to provide a cross validation method to ensure machine learning model accuracy in cases where model classes have heterogeneous N values.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Apr 15, 2022Apr 15, 2022

    • SFWDSubsurface

      Public
      This code allows for a geologic cross-sectional profile to be obtained from a user-drawn profile line within a web map application.
      JavaScript
      •
      Other
      •0•0•0•0•Updated Jan 5, 2022Jan 5, 2022

    • PowDDeR-Python

      Public
      The number of power outages have been on the rise as extreme weather patterns have been occurring more frequently due to climate change. These outages have an economic impact in the billions of dollar. The modernization of the power grid and adoption of high penetration of distributed generation such as wind and solar have the potential to reduc…
      Python
      •
      GNU General Public License v2.0
      •1•5•0•0•Updated Aug 30, 2021Aug 30, 2021