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awesome-power-analysis

Awesome Power Analysis is for collecting power analysis related sources, including power flow, production cost modeling, etc.

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

deep-reinforcement-learning-with-python

Deep Reinforcement Learning with Python, Second Edition, published by Packt

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

electric-vehicle-route-planning-on-google-map-reinforcement-learning

User can set up destination for any agent to navigate on Google Map and learn the best route for the agent based on its current condition and the traffic. Our result is 10% less energy consumption than the route provided by Google map

energy-market-deep-learning

Experiments in using deep learning to model competition in liberalised electricity markets.

energy-trading

epftoolbox

An open-access benchmark and toolbox for electricity price forecasting

ev_chargingcoordination2017

Optimal Scheduling of Electric Vehicle Charging in Distribution Networks

fastai

The fastai deep learning library, plus lessons and and tutorials

firstrepo

fleetsim

Event-based Simulation for Electric Vehicle Fleets

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.

hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

hems

Home Energy Management System for Small Prosumers Considering Electric Vehicle Load Scheduling

hemsss

Smart home energy management system with PV and a variable-speed air-source heat pump

keras-rl

Deep Reinforcement Learning for Keras.

load-forecasting

A collection of tools for predicting energy consumption and peak shaving under uncertainty.

load_forecasts_attack

Code repo for E-Energy 2019 paper

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.

minecraft-reinforcement-learning

Deep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft

ml-glossary

Machine learning glossary

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