IEEE

A Novel State of Charge Estimation Algorithm for Lithium-Ion Battery Using Recurrent Equilibrium Network

Abstract: Accurate estimation of state of charge (SOC) is essential for the applications of lithium-ion battery. Although many machine learning-based SOC estimation algorithms have been proposed, the ...
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 ...