BIT-XJY / RL-based-Transferable-EMS
[IV 2022] A Comparative Study of Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles.
☆78Updated last year
Related projects: ⓘ
- Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management☆47Updated 2 years ago
- Implementation of Dynamic Programming for Energy Management of Hybrid Electric Vehicle☆69Updated 4 years ago
- ☆25Updated this week
- Cooperative Energy Management and Eco-driving of Plug-in Hybrid Electric Vehicle via Multi-agent Reinforcement Learning☆19Updated 2 years ago
- DRL-Base-EMS for HEVs☆16Updated last year
- An adaptive hierarchical energy management strategy for hybrid electric vehicles☆31Updated 2 years ago
- ☆10Updated this week
- Code for Bi-level Convex Optimization of Eco-driving for Connected Fuel Cell Hybrid Electric Vehicles Through Signalized Intersections☆48Updated 2 years ago
- The environment code for the paper 'Learning-based Eco-driving Strategy Design for Connected Power-split Hybrid Electric Vehicles at Sign…☆28Updated 2 years ago
- Deep reinforcement learning based energy management strategy for hybrid electric vehicle☆175Updated 2 years ago
- Code for Convex Optimization for Long-term Eco-driving of Fuel Cell Hybrid Electric Vehicles on Signalized Corridors☆19Updated last month
- An ADMM solver for energy management problems in plug-in hybrid electric vehicles☆58Updated 3 years ago
- Project achieved in MATLAB/Simulink 2022b, including optimal control algo, prediction algo, DQN training Env. etc.☆39Updated last year
- A rule-based energy management strategies for hybrid vehicles using dynamic programming in Matlab☆21Updated last year
- Code for A controllable neural network-based method for optimal energy management of fuel cell hybrid electric vehicles☆17Updated 6 months ago
- This repository contains models, parameter data, control algorithms and results data for Doctoral Dissertation titled "Contributions to P…☆25Updated 4 years ago
- Rule based strategy for energy management of Hybrid Electric Vehicle in Simulink☆29Updated 4 years ago
- Extended-range electric logistics van platoon; Cooperative adaptive cruise control; Distributed model predictive control; Energy manageme…☆18Updated 11 months ago
- Open code of my published paper: Health-considered energy management strategy for fuel cell hybrid electric vehicle based on improved sof…☆16Updated this week
- A study code for HEVs eco-driving control☆20Updated last year
- Optimal control of hybrid electric vehicles with differential dynamic programming☆19Updated 2 years ago
- Project applying reinforcement learning to control an electric vehicle's energy storage system☆48Updated 4 years ago
- ☆35Updated this week
- A pytorch implementation of the methods described in the paper "Deep Reinforcement Learning for Continuous Electric Vehicles Charging Con…☆19Updated last year
- Code for optimal energy management of a hybrid electric vehicle powertrain based on Pontryagin's Minimum Principle (PMP). Code was writte…☆22Updated 3 years ago
- Open code of my published paper: Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforc…☆18Updated this week
- Optimizing a hybrid electrical vehicle using matlab and the dynamic programming algorithm☆33Updated 13 years ago
- Model predictive control of hybrid electric vehicles is achieved by using dynamic programming operating over a shortened horizon time int…☆20Updated 3 years ago
- energy management optimization strategy utilizing dyanmic programming and potryagin's maximum principle☆9Updated 8 years ago
- a DRL-based vehicle scheduling algorithm☆18Updated last year