# An Intelligent Fault Diagnosis Method for Lithium Battery Systems Based on Grid Search Support Vector Machine

> Research article (Energy, 2020) · cited 320× · AI/ML

**Wikidata**: [openalex:W3087199467](https://www.wikidata.org/wiki/openalex:W3087199467)  
**Source**: https://4ort.xyz/entity/an-intelligent-fault-diagnosis-method-for-lithium-battery-systems-based-on-grid-search-support-vector-machine