Ranvijay Parmar

Learning Battery Health from Degradation Indicators: A Critical Review of Data-Driven SOH Estimation

The accurate estimation of the state-of-health (SOH) of lithium-ion batteries is essential for reliable battery management, safety assessment and remaining service-life planning. Conventional SOH estimation methods often rely on electrochemical models, equivalent-circuit representations or controlled diagnostic measure...