A physics-informed dynamic deep autoencoder for accurate state-of-health prediction of lithium-ion battery

Lithium-ion batteries (LIBs) are currently the standard for energy storage in portable consumer electronic devices. They are also used in electric vehicles and in some large industrial settings and for grid power storage. The adverse consequences of a dramatic battery failure can be significant comp...

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Veröffentlicht in:Neural computing & applications 2022-09, Vol.34 (18), p.15997-16017
Hauptverfasser: Xu, Zhaoyi, Guo, Yanjie, Saleh, Joseph Homer
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Sprache:eng
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