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LOF-based early warning method for battery inconsistency considering dynamic threshold in electric vehicles

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Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, Ahead of Print.
An early warning method for detecting inconsistency in electric vehicle (EV) power batteries is proposed. This work introduces a novel LOF-based framework that integrates dynamic thresholding and multi-feature extraction, validated using real-world ...