Pulse excitation for active battery management systems

npj Clean Energy 2026 Open access

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Authors: Chen Liang, Shengyu Tao, Hao Shi, Ziyang Lyu, JC Ji, Daoyi Dong, Huadong Mo
DOI: 10.1038/s44406-026-00040-w
Cited by: 1
References: 31

Abstract

Active battery management systems (ABMS) transform battery diagnostics from passive monitoring to active, information-centric sensing. By applying active pulse excitations over millisecond-to-second timescales, they elicit multi-scale electrochemical responses, enabling efficient, high information-density feature extraction and enhanced mechanistic observability. This comment provides a forward-looking perspective on how this approach improves diagnostic speed, accuracy, and cross-domain generalization, establishing a unified ABMS framework across the full lifecycle and supporting efficient, clean energy systems.

Fields of Study & Subjects

Advanced Battery Technologies Research Advanced Chemical Sensor Technologies Non-Invasive Vital Sign Monitoring

Publication details

Journal / source
npj Clean Energy
Publisher
Springer Science and Business Media LLC
Volume
2
Issue
1
Publication date
22 June 2026
Language
EN