# Multi-time scale feature extraction for early prediction of battery RUL and knee point using a hybrid deep learning approach

> Research article (Journal of Energy Storage, 2025) · cited 27× · AI/ML

**Wikidata**: [openalex:W4408340201](https://www.wikidata.org/wiki/openalex:W4408340201)  
**Source**: https://4ort.xyz/entity/multi-time-scale-feature-extraction-for-early-prediction-of-battery-rul-and-knee-point-using-a-hybrid-deep-learning-appr