LaurentVeyssier / Minimize-Energy-consumption-with-Deep-Learning-modelLinks
Use Deep Q-Learning model to optimize energy consumption of a data center
☆38Updated 4 years ago
Alternatives and similar repositories for Minimize-Energy-consumption-with-Deep-Learning-model
Users that are interested in Minimize-Energy-consumption-with-Deep-Learning-model are comparing it to the libraries listed below
Sorting:
- Data Center Environment and Reinforcement Learning (RL) Control☆16Updated last year
- SustainDC is a set of Python environments for Data Center simulation and control using Heterogeneous Multi Agent Reinforcement Learning. …☆60Updated last month
- Harness the power of deep reinforcement learning to optimize your Home Energy Management System (HEMS). Our tailored agent, trained on th…☆22Updated last year
- Reinforcement learning project using deep Q-learning to control the operations of an electrical microgrid☆10Updated 2 years ago
- ☆10Updated last year
- Multi-objective application placement in fog computing using graph neural network-based reinforcement learning☆9Updated 9 months ago
- A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.☆79Updated 2 years ago
- Finding the optimal location for public charging stations – a GIS based MILP approach☆14Updated 2 years ago
- Minimizing Costs in Energy Consumption of a Data Center using Deep Q Learning☆20Updated 6 years ago
- Metaheuristic(Genetic algorithm, Particle swarm optimization, Cuckoo search, Grey wolf optimizer), Reinforcement Learning with Python☆27Updated 3 years ago
- This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and…☆27Updated 2 years ago
- This project is about exploring the use of model-based reinforcement learning with Bayesian neural networks to minimize the electricity c…☆16Updated last year
- Reinfocement Learning based Condition-oriented Maintenance Scheduling for Flow Line Systems☆11Updated 3 years ago
- Development of a machine learning application for IoT platform to predict electric energy consumption in smart building environment in re…☆49Updated 4 years ago
- Implemented fully documented Particle Swarm Optimization algorithm (basic model with few advanced features) using Python programming lang…☆25Updated 3 years ago
- DRL based Building Energy Management System for universal deploying in any buildings with Multi-VAV system☆22Updated 4 months ago
- This repository contains Evolutionary Algorithms that can be used for multi-objective optimization. Interactive optimization is supported…☆11Updated 10 months ago
- reinforcement learning for power grid optimal operations and maintenance☆32Updated 2 years ago
- data center cooling with reinforcement learning☆14Updated 5 years ago
- Heuristic global optimization algorithms in Python☆54Updated 4 years ago
- Model-based Reinforcement Learning for Building HVAC Control☆37Updated last year
- Source code for simulating a Home Energy Management System with Deep Reinforcement Learning☆23Updated last year
- Realistic RL environments for vehicle fleets☆32Updated 6 months ago
- Deep reinforcement learning-based control of room temperature and bidirectional EV charging☆13Updated 3 years ago
- Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done wit…☆27Updated 2 years ago
- The light codes for the paper published in JMS named 'Solving task scheduling problems in cloud manufacturing via attention mechanism and…☆19Updated 2 years ago
- Examples of RL for the energy arbitrage use case.☆27Updated 3 years ago
- Battery charge management environment, designed as a multi-agent scenario with continuous observation and action space, where the agents …☆13Updated 4 years ago
- Multi-Objective Grey Wolf Optimizer☆16Updated 2 years ago
- Energy-optimal Routing for Electric Vehicles using Deep Reinforcement Learning with Transformer☆26Updated last year