LOF-based early warning method for battery inconsistency considering dynamic threshold in electric vehicles
Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy
Published online on January 16, 2026
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 ...
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 ...