Energy Management System

OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids

pymgrid is a python library to generate and simulate a large number of microgrids.

energy management system for the microgrid

This is Electra blockchain's repository for a decentralized micro-grid electricity exchange solution

Final Project for AA 222: Engineering Design Optimization: Multi-Objective Optimization for Sizing and Control of Microgrid Energy Storage

Time series observation and valid action handling for applying deep reinforcement learning in microgrid energy management.

Online learning algorithm for microgrid energy management based on MPC

Reinforcement Learning + Microgrids for OpenDSS with the Stanford Microgrid Analysis and Research Training internship

RWTH Bachelor’s thesis: Optimization algorithm that balances the residual load in microgrids with heat pumps and combined heat / power units, while maintaining data privacy and economical fairness.

GeoJSON to Modelica Translator that is focused on district energy system design and analysis.

This project is in development. It is my attempt to MathWorks' Excellence in Innovation Project 204. This work will be part of my MSc in Automation and Systems Engineering at the Federal University of Santa Catarina.

Microgrid Transactive Energy Smart Contract

In this repository, A smart-grid is working in islanded mode and 2 DG units supply the AC unknown dynamic load. DG units consist of PV panels and ESSs , and sliding mode controllers are considered to regulate load voltage and guarantee accurate power sharing among DGs. SimpowerSystems and True-time2.0 toolboxes have been used in Simulink/MATLAB.

Voltage and power controller for a 3 phase microinverter to perform grid forming and feeding operations

Repository containing treating an implementattion of Distributed Dual Gradient Tracking for Microgrid Control.

This repo implements grid-forming inverters for islanded stability (droop technique) and grid-following inverters for precise power regulation (PQ control).

My Bachelors Thesis, combining linear programming and a React.js interface to make basic microgrid planning approachable

A Inverter-based microgrid system with PID controller

Site level energy system optimization model toolbox for investigations of EV fleet integration and management strategies

In this repository, networked control of PI-based controllers for an islanded microgrid has been simulated.

Proximal Policy Optimization with Model-Agnostic Meta-Learning for Battery Energy Storage System Management in a Multi-Microgrid

LP optimization for multi-microgrid energy management using Pyomo.

No description provided.

⚡️🔌🔋 Fuzzy Microgrid Controller

Implementation of Pontryagin's Minimum Principle for microgrid energy storage control

Implementation of the Cuckoo Optimization Algorithm (COA) in MATLAB. The COA is a type of nature-inspired algorithm that is used for solving optimization problems, based on the brood parasitism of some cuckoo species.

Scripts for HOMER (Hybrid Optimization Model for Multiple Energy Resources).

gRPC+protobuf specification and Python bindings for the Frequenz Microgrid API

Smart Nanogrid Gym is an OpenAI Gym environment for simulation of a smart nanogrid incorporating renewable energy systems, battery energy storage systems, electric vehicle charging station, grid connection, a connected building and using vehicle-to-everything methodology.