# Intelligent SOX Estimation for Automotive Battery Management Systems: State-of-the-Art Deep Learning Approaches, Open Issues, and Future Research Opportunities

> Research article (Energies, 2022) · cited 28× · AI/ML

**Wikidata**: [openalex:W4313466182](https://www.wikidata.org/wiki/openalex:W4313466182)  
**Source**: https://4ort.xyz/entity/intelligent-sox-estimation-for-automotive-battery-management-systems-state-of-the-art-deep-learning-approaches-open-issu