saehong / RL-BATT-DDPG
RL for battery fast-charging
☆15Updated 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
- ☆13Updated 3 years ago
- ☆29Updated 3 years ago
- Self-developed ECM model, for learning purpose.☆18Updated 3 years ago
- Implement model predictive control on a physics-based battery model for minimizing charging time while maximizing lifetime.☆10Updated last year
- MATLAB simple thermal simulation of heat generation in a battery☆19Updated 3 years ago
- Exploring electrochemical battery degradation modelling.☆10Updated 4 years ago
- ☆9Updated 3 years ago
- A Simplified Electrochemical Lithium-ion Batteries Model based on Physics-informed Unsupervised Learning LSTM_Res Network☆11Updated last year
- 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
- ☆17Updated 3 years ago
- Parameterizes a 1st, 2nd or 3rd order ECM using two methods.☆15Updated 4 months ago
- Electrochemical lithium-ion battery model of reduced-order to predict unmeasurable cell states for fast charging control in real time. Me…☆39Updated 2 years ago
- Battery charging schedule optimization to minimize lithium-ion battery degradation.☆18Updated 2 years ago
- Lithium-ion Battery Single Particle Model with Electrolyte and thermal dynamics, including degradation modes.☆12Updated last year
- MATLAB Code for the paper "Online State of Charge Estimation of Lithium-ion Battery Cells: A Multiple Model Adaptive Estimation Approach"…☆13Updated 2 years ago
- Code used for the paper 'Lithium-Ion Battery Management System with Reinforcement Learning for Balancing State of Charge and Cell Tempera…☆17Updated last year
- 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
- DRL-based Fast Balance Charging Optimization for lithium-ion Batteries☆16Updated 3 weeks ago
- Physics-informed neural network trained to provide the evolution of lithium concentration in active material particles in both electrodes…☆13Updated 10 months ago
- Predictive energy management for hybrid-electric aircraft with parallel propulsion system.☆10Updated 2 years ago
- To achieve better SOH estimation with low computational complexity, a fractional-order model considering aging mechanism and electrolyte …☆12Updated last year
- JDS1912 / Energy-Management-System-of-Hybrid-Fuel-Cell-Electric-Vehicle-using-Reinforcement-Learning☆12Updated 2 years ago
- Model Predictive Control for optimal battery operation☆16Updated 2 years ago
- This algorithm exhibits a robust Energy Management Strategy (EMS) for battery-super capacitor (SC) Hybrid Energy Storage System (HESS). T…☆31Updated 4 years ago
- The State of charge (SOC) is an important parameter to find the capacity of state. It is equivalent to the fuel gauge for a battery pack …☆34Updated 4 years ago
- Code and data for the paper "Systematic derivation and validation of a reduced thermal-electrochemical model for lithium-ion batteries us…☆39Updated 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
- This repository contains models, parameter data, control algorithms and results data for Doctoral Dissertation titled "Contributions to P…☆25Updated 4 years ago
- dnyaneshwarpatale / Simulation-and-Small-Signal-Stability-Analysis-of-Droop-Controlled-Islanded-Micro-grid☆10Updated 2 years ago