# Prognostics of Lithium-Ion batteries using knowledge-constrained machine learning and Kalman filtering

> Research article (Reliability Engineering & System Safety, 2022) · cited 72× · AI/ML

**Wikidata**: [openalex:W4309333726](https://www.wikidata.org/wiki/openalex:W4309333726)  
**Source**: https://4ort.xyz/entity/prognostics-of-lithium-ion-batteries-using-knowledge-constrained-machine-learning-and-kalman-filtering