wangjail / LearningEMSLinks
A Learning-based Energy Management Framework and Benchmark for Electric Vehicles
☆39Updated last year
Alternatives and similar repositories for LearningEMS
Users that are interested in LearningEMS are comparing it to the libraries listed below
Sorting:
- Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management☆56Updated 3 years ago
- Open code of my published paper: Health-considered energy management strategy for fuel cell hybrid electric vehicle based on improved sof…☆31Updated 11 months ago
- Cooperative Energy Management and Eco-driving of Plug-in Hybrid Electric Vehicle via Multi-agent Reinforcement Learning☆29Updated 3 years ago
- [IV 2022] A Comparative Study of Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles.☆95Updated 2 years ago
- An adaptive hierarchical energy management strategy for hybrid electric vehicles☆53Updated 3 years ago
- DRL-Base-EMS for HEVs☆20Updated 2 years ago
- Open code of my published paper: Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforc…☆27Updated 4 months ago
- Open code of my published paper: Integrated velocity optimization and energy management for FCHEV: an eco-driving approach based on deep …☆10Updated 11 months ago
- Implementation of Dynamic Programming for Energy Management of Hybrid Electric Vehicle☆85Updated 5 years ago
- The environment code for the paper 'Learning-based Eco-driving Strategy Design for Connected Power-split Hybrid Electric Vehicles at Sign…☆37Updated 3 years ago
- Deep reinforcement learning based energy management strategy for hybrid electric vehicle☆229Updated 3 years ago
- Project achieved in MATLAB/Simulink 2022b, including optimal control algo, prediction algo, DQN training Env. etc.☆62Updated 2 years ago
- Optimal control of hybrid electric vehicles with differential dynamic programming☆24Updated 3 years ago
- ☆14Updated 5 years ago
- This repository contains models, parameter data, control algorithms and results data for Doctoral Dissertation titled "Contributions to P…☆26Updated 5 years ago
- An ADMM solver for energy management problems in plug-in hybrid electric vehicles☆68Updated 4 years ago
- Driving cycles and power system data for eco-driving and energy management of hybrid electric vehicles.☆13Updated 11 months ago
- Optimizing a hybrid electrical vehicle using matlab and the dynamic programming algorithm☆38Updated 14 years ago
- Rule based strategy for energy management of Hybrid Electric Vehicle in Simulink☆37Updated 5 years ago
- Code for A controllable neural network-based method for optimal energy management of fuel cell hybrid electric vehicles☆25Updated last year
- Code for Convex Optimization for Long-term Eco-driving of Fuel Cell Hybrid Electric Vehicles on Signalized Corridors☆29Updated last year
- Code for Bi-level Convex Optimization of Eco-driving for Connected Fuel Cell Hybrid Electric Vehicles Through Signalized Intersections☆57Updated 3 years ago
- Utilizing dynamic programming, I optimally schedule electric battery usage for a plug-in hybrid electric vehicle to minimize fuel consump…☆44Updated 6 years ago
- Project applying reinforcement learning to control an electric vehicle's energy storage system☆55Updated 5 years ago
- JDS1912 / Energy-Management-System-of-Hybrid-Fuel-Cell-Electric-Vehicle-using-Reinforcement-Learning☆14Updated 3 years ago
- Deep reinforcement learning for autonomous energy management☆15Updated 6 years ago
- MIDS Capstone Project, Duke University, 2021☆10Updated 4 years ago
- A pytorch implementation of the methods described in the paper "Deep Reinforcement Learning for Continuous Electric Vehicles Charging Con…☆30Updated 2 years ago
- A study code for HEVs eco-driving control☆22Updated 2 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