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Open access Jul 2026

Impedance-Based Battery Health Diagnostics for Autonomous Systems Using Machine Learning

An integrated framework combining alternating current impedance spectroscopy with machine learning techniques for enhanced battery state estimation and a human–machine interface is developed to translate diagnostic results into intuitive visual outputs for decision support in autonomous cockpits.

Jiang Hong, Mei-Qi Shi, Gu Di et al. · 0 citations

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