crossrefClean Energy2026-07-07
Impedance-Based Battery Health Diagnostics for Autonomous Systems Using Machine Learning
Jiang Hong, Shi Meiqi, Gu Di, Dong Jing, Han Jiang Mingzhu
Abstract This study addresses the challenge of accurate and real-time battery health diagnostics in autonomous systems. Conventional voltage-based methods often fail to capture complex electrochemical dynamics, limiting their reliability in safety-critical applications. To overco…