universal-battery-database
Battery analysis tool
A software framework for managing and analyzing Lithium-ion cell data using machine learning and physics-based approaches
Open source Li-ion data management and modelling software
79 stars
4 watching
19 forks
Language: Python
last commit: about 2 years ago
Linked from 1 awesome list
deep-learninglithium-ionlithium-ion-cellsmltensorflowuniversal-battery-database
Related projects:
Repository | Description | Stars |
---|---|---|
| A tool to analyze and predict battery degradation through machine learning on historical data | 517 |
| A Python package that assists in analyzing data from electrochemical tests of batteries and cells | 88 |
| A Python library for simulating battery storages and analyzing their performance based on real-world data from the PerMod database. | 10 |
| This project provides an implementation of machine learning-based Lithium-Ion battery capacity estimation using multi-channel charging profiles. | 72 |
| Provides access to cross-platform, normalized battery information | 250 |
| Predicts optimal conditions for fast-charging lithium-ion batteries using physics-based and data-driven models. | 9 |
| A tool for simulating battery pack behavior in one dimension using the PyBaMM framework | 90 |
| A Julia package for creating and simulating reduced-order models of lithium-ion batteries using realisation algorithms | 32 |
| A tool for estimating the state of charge of lithium-ion batteries using Kalman filters | 317 |
| A library that provides standardized formats and tools for analyzing battery testing data | 39 |
| A Matlab framework for simulating and analyzing Li-ion battery behavior | 117 |
| A software framework for simulating complex battery models with high performance and flexibility. | 1,135 |
| Tools and methods for parameterizing and optimizing battery models using Bayesian and frequentist approaches | 79 |
| A C++ simulator for lithium-ion battery degradation with customizable degradation models and various simulation options. | 116 |
| A utility app that uses IOKit to access battery information and provide customizable scaling options. | 763 |