# Residual life prediction of lithium-ion batteries based on data preprocessing and a priori knowledge-assisted CNN-LSTM

> Research article (Energy, 2023) · cited 82× · AI/ML

**Wikidata**: [openalex:W4382559748](https://www.wikidata.org/wiki/openalex:W4382559748)  
**Source**: https://4ort.xyz/entity/residual-life-prediction-of-lithium-ion-batteries-based-on-data-preprocessing-and-a-priori-knowledge-assisted-cnn-lstm