Code_in_process's repositories
benchmark-model-multi-energy-networks
This repository contains the documentation and reference implementations of the multi-energy networks benchmark model developed in the ERIGrid 2.0 project.
BuildingsPy
Python modules for automating Modelica simulations and for running unit test for the Buildings library
CityLearn
Official reinforcement learning environment for demand response and load shaping
epftoolbox
An open-access benchmark and toolbox for electricity price forecasting
gen_pandapower_pv
Network generation for paper Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks.
gym-anm
Design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution networks.
load-forecasting
A collection of tools for predicting energy consumption and peak shaving under uncertainty.
lux
Python API for Intelligent Visual Data Discovery
LyDROO
Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks
MathWorks-Excellence-in-Innovation
Capstone and senior design project ideas for undergraduate and graduate students to gain practical experience and insight into technology trends and industry directions.
NARP
NARP (N-Area Reliability Program) (Fortran version)
ol-ems
Online learning algorithm for microgrid energy management based on MPC
OMLT
Represent trained machine learning models as Pyomo optimization formulations
Open-DSOPF
An Open-Source Optimal Power Flow Formulation: Integrating Pyomo & OpenDSS in Python
openems
OpenEMS - Open Source Energy Management System
Optimal-Microgrid-Configuration
Test case data for optimal microgrid configuration problem
pandapower
Convenient Power System Modelling and Analysis based on PYPOWER and pandas
Portfolio
My self coded personal website build with React.js
power-grid-model-benchmark
Benchmark example of power grid model
PowerDataset_V1
This is a handy tool to assist researchers to export electrical quantities in a power grid (e.g. IEEE 118) such as power flows, power injections and others to featured ML-ready datasets.
pymgrid
pymgrid is a python library to generate and simulate a large number of microgrids.
pypownet
A power network simulator with a Reinforcement Learning-focused usage.
Python
All Algorithms implemented in Python
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
reinforcement-learning-an-introduction
Solutions to Exercises - Reinforcement Learning: An Introduction (Second Edition)
smart-rl-mg
Reinforcement Learning + Microgrids for OpenDSS with the Stanford Microgrid Analysis and Research Training internship
TSG-P2P-Pricing
Public Repository for TSG submission of paper: Pricing and energy trading in peer-to-peer zero marginal-cost microgrids