IEEE

A Novel Data-Driven Approach for the Simultaneous Prediction of State of Health Trajectory and Remaining Useful Life in Lithium-Ion Batteries

Abstract: Due to the high implementation rate of Battery Energy Storage Systems in both the electric grid and the automotive industry, the development of a sophisticated Battery Management System (BMS ...
IEEE

A Novel Approach for State of Health Estimation and Remaining Useful Life Prediction of Supercapacitors Using an Improved Honey Badger Algorithm Assisted Hybrid Neural Network

Abstract: Supercapacitors (SCs) are widely recognized as excellent clean energy storage devices. Accurate state of health (SOH) estimation and remaining useful life (RUL) prediction are essential for ...