Battery charging schedule optimization to minimize lithium-ion battery degradation.
☆19Jul 16, 2022Updated 3 years ago
Alternatives and similar repositories for battery-optimization
Users that are interested in battery-optimization are comparing it to the libraries listed below
Sorting:
- Implement model predictive control on a physics-based battery model for minimizing charging time while maximizing lifetime.☆11Apr 4, 2023Updated 2 years ago
- Exploring electrochemical battery degradation modelling.☆11Jan 6, 2021Updated 5 years ago
- Explore the world of electric vehicle battery optimization, where I simulate and fine-tune charging strategies based on temperature and S…☆11Sep 29, 2023Updated 2 years ago
- Lithium-ion Battery Single Particle Model with Electrolyte and thermal dynamics, including degradation modes.☆17Jun 16, 2023Updated 2 years ago
- Solver for pseudo-2D model of Li-ion battery based on Finite difference Method. Incorporation of JAX for the nonlinear solver.☆14Nov 19, 2020Updated 5 years ago
- RL for battery fast-charging☆18Jan 13, 2022Updated 4 years ago
- Public repository for the work completed in an MEng Automotive engineering final year project at Loughborough University.☆15Oct 13, 2024Updated last year
- The source code of work: Toward more accurate optimal sizing and operating of microgrid. Part Ⅰ: Capacity degradation of Li-ion batteries…☆16Jul 21, 2021Updated 4 years ago
- Model Predictive Control for optimal battery operation☆18Aug 30, 2022Updated 3 years ago
- Master Thesis for the MSc Sustainable Energy Futures, Imperial College London☆16Aug 23, 2017Updated 8 years ago
- ☆15Apr 8, 2023Updated 2 years ago
- Single particle model of LiFePO4-graphite Li-Ion battery including degradation mechanism☆18Feb 20, 2022Updated 4 years ago
- Pseudo-2D Newman-type model of a Li ion battery☆37Mar 21, 2019Updated 6 years ago
- simulation of Lithium ion batteries using Pseudo two-dimensional (P2D) model☆36Aug 19, 2015Updated 10 years ago
- Numerical Implementation (Finite Difference) of the Pseudo-two-Dimensional Model for Lithium-ion Batteries☆33Jun 22, 2018Updated 7 years ago
- Self-developed ECM model, for learning purpose.☆19Jan 13, 2022Updated 4 years ago
- ☆18Aug 3, 2019Updated 6 years ago
- EV-EcoSim: A grid-aware co-simulation platform for the design and optimization of EV Charging Infrastructure. Link to publication: https:…☆26Apr 19, 2024Updated last year
- DRL-based Fast Balance Charging Optimization for lithium-ion Batteries☆22Feb 6, 2025Updated last year
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated last year
- This resource page includes the battery aging test simulator in Matlab-Simulink, auto simulator in Matlab, and the datasets for 1000+ bat…☆12Jan 26, 2023Updated 3 years ago
- Electrochemical lithium-ion battery model of reduced-order to predict unmeasurable cell states for fast charging control in real time. Me…☆49Feb 9, 2023Updated 3 years ago
- This program solves the microgrid optimal energy scheduling problem considering of a usage-based battery degradation neural network model…☆25Apr 3, 2023Updated 2 years ago
- Multi-temperature state-dependent equivalent circuit discharge model for lithium-sulfur batteries☆10Aug 15, 2016Updated 9 years ago
- Machine Learning based model to predict power demand in charging station for electric vehicles.☆11Mar 28, 2023Updated 2 years ago
- The dataset is generated by P2D model for Li-ion battery, the out put will be the degradation of battery during charging.☆28Oct 4, 2017Updated 8 years ago
- Code release of EnergyBoost: Learning-based Control of Home Batteries☆26Apr 13, 2021Updated 4 years ago
- Equivalent Circuit Model for Lithium-Ion Batteries☆12Aug 15, 2023Updated 2 years ago
- An equivalent circuit network framework for modelling lithium-ion batteries☆16Sep 17, 2024Updated last year
- Using electric vehicle charging data, I explore when drivers are likely to plug in their cars, and how much additional electricity demand…☆16Jul 27, 2020Updated 5 years ago
- Competitive Reinforcement Learning for Real-Time Pricing and Scheduling Control in Coupled EV Charging Stations and Power Networks☆14Jun 10, 2023Updated 2 years ago
- A Simplified Electrochemical Lithium-ion Batteries Model based on Physics-informed Unsupervised Learning LSTM_Res Network☆14Nov 17, 2023Updated 2 years ago
- This project utilizes convex optimization for optimal dispatch of power systems using convex DistFlow equations and cvxpy.☆29Mar 27, 2019Updated 6 years ago
- To achieve better SOH estimation with low computational complexity, a fractional-order model considering aging mechanism and electrolyte …☆13Nov 6, 2023Updated 2 years ago
- This is a static version of ACN-Data (https://ev.caltech.edu/dataset), collected from three sites from 2018 to 2020.☆19Aug 8, 2024Updated last year
- Battery charge management environment, designed as a multi-agent scenario with continuous observation and action space, where the agents …☆13Feb 9, 2021Updated 5 years ago
- Genetic Algorithm Applied to UAV's Path Planning☆16Jul 6, 2023Updated 2 years ago
- Create reduced-order state-space models for lithium-ion batteries utilising realisation algorithms.☆34Aug 18, 2024Updated last year
- Half-cell OCV-R modeling for battery formation dynamics☆16Nov 10, 2025Updated 3 months ago