# PID-based CNN-LSTM for accuracy-boosted virtual sensor in battery thermal management system

> Research article (Applied Energy, 2022) · cited 65× · AI/ML

**Wikidata**: [openalex:W4311777767](https://www.wikidata.org/wiki/openalex:W4311777767)  
**Source**: https://4ort.xyz/entity/pid-based-cnn-lstm-for-accuracy-boosted-virtual-sensor-in-battery-thermal-management-system