Gunasekaran Subramaniam

XSOH-NET: An Explainable Deep Learning Framework for Battery State of Health Prediction in Electric Vehicles

The assessment of battery State of Health (SOH) is vital for enhancing electric vehicles' safety, reliability and energy efficiency. Deep learning models achieve high prediction accuracy, but their black-box nature renders them unsuitable for implementation in Battery Management Systems (BMS). This paper proposes an ex...