# End-Cloud Collaboration Approach for State-of-Charge Estimation in Lithium Batteries Using CNN-LSTM and UKF

> Research article (Batteries, 2023) · cited 32× · AI/ML

**Wikidata**: [openalex:W4319440111](https://www.wikidata.org/wiki/openalex:W4319440111)  
**Source**: https://4ort.xyz/entity/end-cloud-collaboration-approach-for-state-of-charge-estimation-in-lithium-batteries-using-cnn-lstm-and-ukf