A linear degradation model-based remaining useful life prediction framework of supercapacitors considering non-consistency of degradation trends

Supercapacitors, known for their high power density and long lifespan, have attracted wide attention in the field of electrochemical energy storage. However, predicting their remaining useful life remains a challenge and is critical for energy storage management systems. This article presents a fram...

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Veröffentlicht in:	Engineering Research Express Jg. 7; H. 2; S. 25014 - 25034
Hauptverfasser:	Zheng, Zhipeng, Lin, Wenwen, Zhang, Yuejun, Xiang, Wei, Ren, Yaping, Zhang, Huaizhi, Deng, Xiaoqiang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IOP Publishing 30.06.2025
Schlagworte:	forgetting factor recursive least squares algorithm incremental PID control linear degradation model remaining useful life prediction supercapacitor
ISSN:	2631-8695, 2631-8695
Online-Zugang:	Volltext
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