# An early fault detection method of series battery packs based on multi-feature clustering and unsupervised scoring

> Research article (Energy, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4408757870](https://www.wikidata.org/wiki/openalex:W4408757870)  
**Source**: https://4ort.xyz/entity/an-early-fault-detection-method-of-series-battery-packs-based-on-multi-feature-clustering-and-unsupervised-scoring