pierlucaanania / REC-Energy-Management-MPC-RLLinks
Explore efficient energy management in renewable communities through the implementation of Model Predictive Control (MPC) and Reinforcement Learning (RL). This GitHub repository houses the codebase for optimizing renewable energy systems, promoting sustainable practices and smart energy utilization. MSc Mechanical Eng Thesis // Pier Luca Anania
☆22Updated last year
Alternatives and similar repositories for REC-Energy-Management-MPC-RL
Users that are interested in REC-Energy-Management-MPC-RL are comparing it to the libraries listed below
Sorting:
- Online learning algorithm for microgrid energy management based on MPC☆39Updated last year
- Deep reinforcement learning tool for demand response in smart grids with high penetration of renewable energy sources.☆27Updated last year
- reinforcement learning for power grid optimal operations and maintenance☆33Updated 2 years ago
- Microgrid/distribution network level energy market managed by an RL agent☆13Updated 4 years ago
- DRL-based ESSs scheduling environments in distribution networks.☆43Updated 2 months ago
- Network generation for paper Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks.☆36Updated 3 years ago
- Repository for Master's Thesis project consisting in a MPC algorithm for Solar-plus-Storage microgrid control, dealing with grid outage u…☆22Updated 5 years ago
- code for paper "Two-Critic Deep Reinforcement Learning for Inverter-based Volt-Var Control in Active Distribution Networks"☆14Updated last year
- Optimising electricity expenditure in an HVAC system under dynamic electricity pricing scheme and weather conditions using a DDPG model.☆28Updated 3 years ago
- TU-Delft-AI-Energy-Lab / MARL-iDR-Multi-Agent-Reinforcement-Learning-for-Incentive-based-Residential-Demand-ResponseCode for the paper "MARL-iDR: Multi-Agent Reinforcement Learning for Incentive-based Residential Demand Response"☆37Updated 2 years ago
- Deep Reinforcement Learning Techniques for Energy Management of Networked Microgrids☆25Updated 4 years ago
- Source code for the paper <Joint Control of Manufacturing and Onsite Microgrid System via Novel Neural-Network Integrated Reinforcement L…☆22Updated last year
- Final Project for AA 222: Engineering Design Optimization: Multi-Objective Optimization for Sizing and Control of Microgrid Energy Storag…☆47Updated 3 years ago
- Reinforcement Learning + Microgrids for OpenDSS with the Stanford Microgrid Analysis and Research Training internship☆31Updated 9 months ago
- This program solves the microgrid optimal energy scheduling problem considering of a usage-based battery degradation neural network model…☆22Updated 2 years ago
- Harness the power of deep reinforcement learning to optimize your Home Energy Management System (HEMS). Our tailored agent, trained on th…☆23Updated last year
- Reinforcement learning program for microgrid optimization☆23Updated 6 years ago
- Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done wit…☆31Updated 2 years ago
- Deep reinforcement learning for autonomous energy management☆15Updated 6 years ago
- ☆12Updated last month
- This repository contains source code necessary to reproduce the results presented in the following paper: Stability Constrained Reinforce…☆36Updated 3 years ago
- ☆35Updated 4 years ago
- Competitive Reinforcement Learning for Real-Time Pricing and Scheduling Control in Coupled EV Charging Stations and Power Networks☆14Updated 2 years ago
- Using Reinforcement Learning to control HVAC for efficient use of energy☆11Updated 7 years ago
- Energy trading using DQN☆29Updated 5 years ago
- ☆15Updated 2 years ago
- A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.☆82Updated 2 years ago
- Reinforcement Learning for Energy Imbalance Management using Voltage Control on TCLs☆12Updated 5 years ago
- DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks☆10Updated 2 months ago
- Optimizing microgrid performance using reinforcement Learning☆45Updated 6 years ago