Nikita Gupta

Comparative analysis of deep learning approaches for electrothermal and state of health estimation in lithium-ion batteries under variable thermal conditions

Due to prolonged operation and repeated charge–discharge cycles, lithium-ion (Li-ion) batteries undergo gradual degradation that impacts system reliability, safety, and lifespan. To enable precise health tracking in intelligent battery management systems (BMS) and overcome the li...