Gaussian Process-based Online Health Monitoring and Fault Analysis of Lithium-Ion Battery Systems from Field Data
☆53Jan 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:
- Data-driven analysis of battery formation☆10Aug 20, 2024Updated 2 years ago
- Machine learning appoaches for the classification of Equivalent Circuit Models based on Electrochemical Impedance Spectroscopy data☆52Aug 5, 2024Updated 2 years ago
- Latent Variable Methods Demonstrator, Version 0.1.0☆10Feb 21, 2025Updated last year
- A state-of-health (SOH) estimator based on battery impedance and the unscented Kalman filter (UKF).☆10May 7, 2025Updated last year
- 🔋 Open database of DFN Li-ion battery model parameters — browse at liiondb.com or clone for the bundled SQLite DB☆44Aug 4, 2026Updated 2 months ago
- 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.
- Battery state estimation in Python☆13Apr 24, 2024Updated 2 years ago
- Python Processing for Battery Experiments☆57Updated this week
- ☆30Jul 13, 2022Updated 4 years ago
- Matlab code for battery simulations and parameter estimation.☆27Mar 11, 2024Updated 2 years ago
- Repository for the paper "multiscale coupling of surface temperature with solid diffusion in large lithium-ion pouch cells"☆16Nov 3, 2023Updated 2 years ago
- High-performance simulations of the Porous Electrode Theory for Li-ion batteries☆82Mar 8, 2025Updated last year
- Data-driven Battery Model Identification in LPV Framework using Python☆15May 29, 2026Updated 5 months ago
- A NLEIS toolbox for impedance.py that provides RC level nonlinear equivalent circuit modeling (nECM) and analysis☆17Jun 11, 2026Updated 4 months ago
- A parameterisation and optimisation package for battery models.☆218Oct 16, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆30Sep 15, 2025Updated last year
- Helps you select the optimal cell to electrify a long-haul truck from a database containing 160 cells.☆28Mar 8, 2023Updated 3 years ago
- DRL-based Fast Balance Charging Optimization for lithium-ion Batteries☆22Feb 6, 2025Updated last year
- Formula Student Battery Testing Consortium Open-Source Data☆14Feb 4, 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
- diffthermo, a python package for thermodynamically consistent OCV model construction☆12Aug 15, 2025Updated last year
- Data-driven Battery Model Identification in LPV Framework using Python☆12May 1, 2026Updated 5 months ago
- Battery evaluation and early prediction☆163Feb 9, 2026Updated 8 months ago
- ☆18Dec 9, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This repository contains notebooks for handling various datasets from the Battery Imaging Library. Manuscript: https://doi.org/10.1039/d6…☆21Oct 21, 2026Updated last week
- Open source Li-ion data management and modelling software☆104Dec 8, 2022Updated 3 years ago
- Utilities for reading and manipulating battery testing data☆57Aug 19, 2025Updated last year
- Half-cell OCV-R modeling for battery formation dynamics☆16Oct 17, 2026Updated last week
- ☆16Jun 19, 2024Updated 2 years ago
- An awesome list of open-source battery data (electrochemical, safety, and microstructural), data analysis tools, modeling code, microstru…☆86Feb 2, 2026Updated 8 months ago
- Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration☆35Dec 10, 2025Updated 10 months ago
- Back of the battery calculator with Intercalation Station☆20Jun 20, 2023Updated 3 years ago
- ☆20Jan 13, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Continuum modelling for electrochemical devices.☆62Updated this week
- State of Charge Estimation of Li-ion Batteries using Extended Kalman Filter☆42Aug 2, 2023Updated 3 years ago
- Voltage fitting (dV/dQ) analysis☆18Apr 29, 2025Updated last year
- Battery data analysis tools in Python☆17Updated this week
- This repository provides a model deployment framework (MDF) for real-time lithium-ion battery model utilization in CAN-capable test bench…☆12Feb 9, 2023Updated 3 years ago
- Dynamics of particle network in composite battery cathodes☆11Apr 5, 2022Updated 4 years ago
- Python example scripts for processing the battery aging data published in [insert description and link here]☆29Sep 5, 2024Updated 2 years ago