articleJournal of Energy StorageJan 18, 2026Closed access

A multi-scale framework for unsupervised anomaly detection in lithium-ion battery packs

CZChaolong ZhangGHGuoqing HuaKCKaixin ChengPYPanfen YinMXMin Xie

Jinling Institute of Technology · Hefei University of Technology · +1 more institution

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6
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54.33
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100%
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10

Topics & keywords

Topics
Keywords
  • Battery (electricity)
  • Outlier
  • Anomaly detection
  • Entropy (arrow of time)
  • Pattern recognition (psychology)
  • Wavelet
  • Piecewise
  • State of charge
UN Sustainable Development Goals
  • Peace, Justice and strong institutions
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