Remaining Useful Life Python Packages

bearing-datasets

Python library to download public bearing and rotating-machinery fault datasets (CWRU, Paderborn, XJTU-SY, FEMTO, IMS, …) from their original sources and convert them into one Parquet format, with the same columns and labels for every dataset.

rul-datasets

A collection of datasets for RUL estimation as Lightning Data Modules.

ceruleo

CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds

rul-adapt

A collection of unsupervised domain adaption algorithms for RUL estimation.

battery-cycle-life-analyzer

Fit degradation models to battery cycling data, project remaining useful life, and generate publication-ready figures