lryz0612 / DRL-Energy-Management
Deep reinforcement learning based energy management strategy for hybrid electric vehicle
☆204Updated 3 years ago
Alternatives and similar repositories for DRL-Energy-Management:
Users that are interested in DRL-Energy-Management are comparing it to the libraries listed below
- [IV 2022] A Comparative Study of Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles.☆87Updated 2 years ago
- Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management☆52Updated 3 years ago
- An adaptive hierarchical energy management strategy for hybrid electric vehicles☆43Updated 3 years ago
- Implementation of Dynamic Programming for Energy Management of Hybrid Electric Vehicle☆77Updated 4 years ago
- Project achieved in MATLAB/Simulink 2022b, including optimal control algo, prediction algo, DQN training Env. etc.☆52Updated last year
- Cooperative Energy Management and Eco-driving of Plug-in Hybrid Electric Vehicle via Multi-agent Reinforcement Learning☆23Updated 2 years ago
- Open code of my published paper: Health-considered energy management strategy for fuel cell hybrid electric vehicle based on improved sof…☆24Updated 4 months ago
- This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink☆87Updated 3 years ago
- The environment code for the paper 'Learning-based Eco-driving Strategy Design for Connected Power-split Hybrid Electric Vehicles at Sign…☆32Updated 2 years ago
- An ADMM solver for energy management problems in plug-in hybrid electric vehicles☆64Updated 4 years ago
- DRL-Base-EMS for HEVs☆19Updated 2 years ago
- A rule-based energy management strategies for hybrid vehicles using dynamic programming in Matlab☆24Updated 2 years ago
- We study the performance of various deep reinforcement learning algorithms for the problem of microgrid’s energy management system. We pr…☆199Updated last year
- A pytorch implementation of the methods described in the paper "Deep Reinforcement Learning for Continuous Electric Vehicles Charging Con…☆23Updated last year
- Code for Bi-level Convex Optimization of Eco-driving for Connected Fuel Cell Hybrid Electric Vehicles Through Signalized Intersections☆52Updated 2 years ago
- ShengrenHou / Optimal-Energy-System-Scheduling-Combining-Mixed-Integer-Programming-and-Deep-Reinforcement-LearningThe Source code for paper "Optimal Energy System Scheduling Combining Mixed-Integer Programming and Deep Reinforcement Learning". Safe …☆111Updated last year
- Code for Convex Optimization for Long-term Eco-driving of Fuel Cell Hybrid Electric Vehicles on Signalized Corridors☆23Updated 6 months ago
- JDS1912 / Energy-Management-System-of-Hybrid-Fuel-Cell-Electric-Vehicle-using-Reinforcement-Learning☆12Updated 2 years ago
- Code for A controllable neural network-based method for optimal energy management of fuel cell hybrid electric vehicles☆23Updated last year
- Project applying reinforcement learning to control an electric vehicle's energy storage system☆51Updated 4 years ago
- PyTorch implementation of Constrained Reinforcement Learning for Soft Actor Critic Algorithm☆44Updated 2 years ago
- Home Energy Management based on Deep Reinforcement Learning Approach.☆17Updated 3 years ago
- MATLAB implementation of DQN for a navigation environment☆11Updated 4 years ago
- Rule based strategy for energy management of Hybrid Electric Vehicle in Simulink☆31Updated 4 years ago
- Source code for simulating a Home Energy Management System with Deep Reinforcement Learning☆22Updated last year
- The source code for Performance comparision of Deep RL algorithms for Energy Systems Optimal Scheduling☆124Updated last year
- ☆69Updated 2 years ago
- Extended-range electric logistics van platoon; Cooperative adaptive cruise control; Distributed model predictive control; Energy manageme…☆20Updated last year
- A study code for HEVs eco-driving control☆22Updated 2 years ago