# Data-driven methods for early warning of battery thermal runaway: A review of multi-signal fusion and machine learning approaches

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

**Wikidata**: [openalex:W4413142757](https://www.wikidata.org/wiki/openalex:W4413142757)  
**Source**: https://4ort.xyz/entity/data-driven-methods-for-early-warning-of-battery-thermal-runaway-a-review-of-multi-signal-fusion-and-machine-learning-ap