# Wavelet Packet Energy Proportion-Based Early Warning for the Failure of Lithium-Ion Batteries

> Research article (IEEE Transactions on Transportation Electrification, 2024) · cited 30× · AI/ML

**Wikidata**: [openalex:W4399990149](https://www.wikidata.org/wiki/openalex:W4399990149)  
**Source**: https://4ort.xyz/entity/wavelet-packet-energy-proportion-based-early-warning-for-the-failure-of-lithium-ion-batteries