Transfer learning with limited labeled data for fault diagnosis in nuclear power plants

•The impact of distribution discrepancy is analyzed.•A transfer learning framework with limited labeled target data is proposed.•Diverse transfer strategies are developed and evaluated.•Diagnostic accuracies in target domains are significantly improved. Numerous achievements have been made in intell...

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Veröffentlicht in:	Nuclear engineering and design 2022-04, Vol.390, p.111690, Article 111690
Hauptverfasser:	Li, Jiangkuan, Lin, Meng, Li, Yankai, Wang, Xu
Format:	Artikel
Sprache:	eng
Schlagworte:	Fault diagnosis Intelligent fault diagnosis Learning Limited labeled data Nuclear power plants Training Transfer learning Transfer strategy
Online-Zugang:	Volltext
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