Gaussian Process-based Online Health Monitoring and Fault Analysis of Lithium-Ion Battery Systems from Field Data
☆50Jan 7, 2025Updated last year
Alternatives and similar repositories for BattGP
Users that are interested in BattGP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A state-of-health (SOH) estimator based on battery impedance and the unscented Kalman filter (UKF).☆10May 7, 2025Updated last year
- Latent Variable Methods Demonstrator, Version 0.1.0☆10Feb 21, 2025Updated last year
- Python Processing for Battery Experiments☆51Updated this week
- ☆29Jul 13, 2022Updated 4 years ago
- LiionDB is an interactive database of DFN-type battery model parameters☆42Jan 22, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Repository for the paper "multiscale coupling of surface temperature with solid diffusion in large lithium-ion pouch cells"☆16Nov 3, 2023Updated 2 years ago
- A parameterisation and optimisation package for battery models.☆208Updated this week
- ☆29Sep 15, 2025Updated 10 months ago
- Data-driven Battery Model Identification in LPV Framework using Python☆15May 29, 2026Updated last month
- Formula Student Battery Testing Consortium Open-Source Data☆13Feb 4, 2025Updated last year
- diffthermo, a python package for thermodynamically consistent OCV model construction☆12Aug 15, 2025Updated 11 months ago
- This repository contains notebooks for handling various datasets from the Battery Imaging Library☆16Feb 16, 2026Updated 5 months ago
- DRL-based Fast Balance Charging Optimization for lithium-ion Batteries☆22Feb 6, 2025Updated last year
- Code used for the paper 'Lithium-Ion Battery Management System with Reinforcement Learning for Balancing State of Charge and Cell Tempera…☆21May 9, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Data-driven Battery Model Identification in LPV Framework using Python☆12May 1, 2026Updated 2 months ago
- Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration☆34Dec 10, 2025Updated 7 months ago
- Back of the battery calculator with Intercalation Station☆20Jun 20, 2023Updated 3 years ago
- Half-cell OCV-R modeling for battery formation dynamics☆16May 15, 2026Updated 2 months ago
- ☆17Dec 9, 2024Updated last year
- An awesome list of open-source battery data (electrochemical, safety, and microstructural), data analysis tools, modeling code, microstru…☆71Feb 2, 2026Updated 5 months ago
- Helps you select the optimal cell to electrify a long-haul truck from a database containing 160 cells.☆27Mar 8, 2023Updated 3 years ago
- ☆16Jun 19, 2024Updated 2 years ago
- High-performance simulations of the Porous Electrode Theory for Li-ion batteries☆82Mar 8, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Continuum modelling for electrochemical devices.☆59Jul 8, 2026Updated last week
- Python example scripts for processing the battery aging data published in [insert description and link here]☆26Sep 5, 2024Updated last year
- An equivalent circuit network framework for modelling lithium-ion batteries☆18Sep 17, 2024Updated last year
- Matlab code for battery simulations and parameter estimation.☆27Mar 11, 2024Updated 2 years ago
- Open source Li-ion data management and modelling software☆104Dec 8, 2022Updated 3 years ago
- ☆13May 15, 2025Updated last year
- Utilities for reading and manipulating battery testing data☆54Aug 19, 2025Updated 11 months ago
- BPX schema in pydantic and JSON schema format, and parsers☆46Jul 7, 2026Updated last week
- A NLEIS toolbox for impedance.py that provides RC level nonlinear equivalent circuit modeling (nECM) and analysis☆15Jun 11, 2026Updated last month
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Automated Intelligent Analyzer of Electrochemical Impedance Spectroscopy☆14Aug 7, 2023Updated 2 years ago
- MATLAB codes that use 'nlinfit' function to fit data from HPPC runs for lithium-ion batteries.☆32May 16, 2022Updated 4 years ago
- Implementation, data and pretrained models for the paper "Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction…☆26Jul 9, 2023Updated 3 years ago
- PyEIS: A Python-based Electrochemical Impedance Spectroscopy simulator and analyzer☆222Aug 12, 2023Updated 2 years ago
- ☆41Apr 27, 2026Updated 2 months ago
- Explicit Conversion between different Equivalent Circuit Models for Electrochemical Impedance Analysis of Lithium-ion Batteries☆10Feb 2, 2018Updated 8 years ago
- ☆31May 26, 2023Updated 3 years ago