Name		Name	Last commit message	Last commit date
.vscode		.vscode
datasets		datasets
docs		docs
examples		examples
results		results
tests		tests
zenerestimation		zenerestimation
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
pyproject.toml		pyproject.toml
requirements-dev.txt		requirements-dev.txt
requirements.txt		requirements.txt

Repository files navigation

ZenerEstimation

A modular framework for battery degradation analysis, forecasting, visualization, and experiment management.

Documentation

docs/ARCHITECTURE.md — Framework architecture
docs/DEVELOPMENT_HISTORY.md — Sprint-by-sprint project evolution
docs/RELEASE_NOTES.md — Version history

The results/ directory is created automatically by demonstrations and stores generated experiment artifacts. It is excluded from version control.

About

Scientific Python framework for Zener diode degradation modelling, battery health forecasting, uncertainty estimation and Remaining Useful Life (RUL) prediction.

arima battery deep-learning forecasting kalman-filter lstm machine-learning predictive-maintenance python remaining-useful-life rnn-gru time-series uncertainty zener

3 stars

0 watching

Report repository

Releases

Packages

Contributors

Languages