Abstract: The state of charge (SOC) stands as a pivotal parameter within the lithium-ion battery management system (BMS). Precise estimation of SOC is imperative for safeguarding the safety and ...

aSydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia bThe Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia ...

Abstract: In the era of big data and intelligent sensing, deep neural networks provide new impetus for prognostics and health management (PHM) with their powerful feature extraction capabilities.