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nilm-papers-with-code

An archive for NILM papers with source code and other supplemental material

omf

The Open Modeling Framework for smart grid cost-benefit analysis.

opf-admm

Using Alternating Direction Method of Multipliers to solve AC Optimal Power Flow Problem

optimization

Optimization models and their applications in power systems

poweradversary

The code repo for vulnerabilities of Machine Learning in Power Systems

powergrid

CyberSecurity

powermodels.jl

A Julia/JuMP Package for Power Network Optimization

predicting_stock_prices

This is the coding challenge for "Predicting Stock Prices" by @Sirajology on Youtube

pycanvass

pypownet

A power network simulator with a Reinforcement Learning-focused usage.

pythonspidernotes

Python入门网络爬虫之精华版

ratdigest

Electric Grid Cyber-Physical Simulation Data Generator

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

rlgc

An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)

robo

RoBO: a Robust Bayesian Optimization framework

robust

Robust optimization for power markets

scenredpy

SCENREDPY is a scenario reduction tool modeling the random data processes realized in Python.

sems

智能电动车充电管理系统

smartgridslabs

SmartGridslabs

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

transfernilm

Transfer Learning for Non-Intrusive Load Monitoring

tristan

Time-series-based methods to assess power system (static and dynamic) stability margins.

two-layer-ems-of-microgrid

A Two-layer Energy Management System for Microgrids with Hybrid Energy Storage considering Degradation Costs

urbs

A linear optimisation model for distributed energy systems

whobs

Optimal Wind+Hydrogen+Other+Battery+Solar (WHOBS) electricity systems for European countries

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