saehong / RL-BATT-DDPGLinks
RL for battery fast-charging
☆17Updated 3 years ago
Alternatives and similar repositories for RL-BATT-DDPG
Users that are interested in RL-BATT-DDPG are comparing it to the libraries listed below
Sorting:
- Self-developed ECM model, for learning purpose.☆18Updated 3 years ago
- ☆32Updated 4 years ago
- Battery charging schedule optimization to minimize lithium-ion battery degradation.☆18Updated 2 years ago
- Model Nissan Leaf in MATLAB Simulink to plot the Wheel Torque, Wheel Speed, Motor Torque, Motor Speed and Battery Current☆20Updated 4 years ago
- Exploring electrochemical battery degradation modelling.☆10Updated 4 years ago
- Code used for the paper 'Lithium-Ion Battery Management System with Reinforcement Learning for Balancing State of Charge and Cell Tempera…☆19Updated 2 years ago
- Implement model predictive control on a physics-based battery model for minimizing charging time while maximizing lifetime.☆11Updated 2 years ago
- Electrochemical lithium-ion battery model of reduced-order to predict unmeasurable cell states for fast charging control in real time. Me…☆40Updated 2 years ago
- ☆13Updated 3 years ago
- Predictive energy management for hybrid-electric aircraft with parallel propulsion system.☆13Updated 2 years ago
- A Simplified Electrochemical Lithium-ion Batteries Model based on Physics-informed Unsupervised Learning LSTM_Res Network☆12Updated last year
- Matlab code to run an EKF for monitoring battery temperature using impedance measurements☆37Updated 9 years ago
- This resource page includes the battery aging test simulator in Matlab-Simulink, auto simulator in Matlab, and the datasets for 1000+ bat…☆11Updated 2 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
- Model Predictive Control for optimal battery operation☆17Updated 2 years ago
- MATLAB Code for the paper "Online State of Charge Estimation of Lithium-ion Battery Cells: A Multiple Model Adaptive Estimation Approach"…☆14Updated 2 years ago
- DRL-based Fast Balance Charging Optimization for lithium-ion Batteries☆17Updated 4 months ago
- This repository contains models, parameter data, control algorithms and results data for Doctoral Dissertation titled "Contributions to P…☆26Updated 4 years ago
- Fuel cell electric vehicle with battery model and cooling system.☆56Updated 5 months ago
- ☆9Updated 3 years ago
- To achieve better SOH estimation with low computational complexity, a fractional-order model considering aging mechanism and electrolyte …☆12Updated last year
- Parameterizes a 1st, 2nd or 3rd order ECM using two methods.☆16Updated 7 months ago
- Lithium-ion Battery Single Particle Model with Electrolyte and thermal dynamics, including degradation modes.☆14Updated last year
- The code for my Master's thesis in Mechanical Engineering at MIT, completed in 2012. The project was about simulating performance of plu…☆20Updated 10 years ago
- MATLAB simple thermal simulation of heat generation in a battery☆22Updated 3 years ago
- ☆17Updated 4 years ago
- The source code of work: Toward more accurate optimal sizing and operating of microgrid. Part Ⅰ: Capacity degradation of Li-ion batteries…☆16Updated 3 years ago
- ☆11Updated 5 months ago
- Simulink library for building Hardware-in-the-Loop simulators representative of an Electric Vehicle☆16Updated 6 years ago
- MATLAB codes that use 'nlinfit' function to fit data from HPPC runs for lithium-ion batteries.☆28Updated 3 years ago