# A knowledge-constrained CNN-BiLSTM model for lithium-ion batteries state-of-charge estimation

> Research article (Microelectronics Reliability, 2023) · cited 27× · AI/ML

**Wikidata**: [openalex:W4387231760](https://www.wikidata.org/wiki/openalex:W4387231760)  
**Source**: https://4ort.xyz/entity/a-knowledge-constrained-cnn-bilstm-model-for-lithium-ion-batteries-state-of-charge-estimation