SVAE‐GRU‐based degradation generation and prediction for small samples

The degradation process analysis is the basis of the system reliability assessment. Too few degradation samples will affect the accuracy of the reliability analysis. So, it is necessary to expand the degradation data and construct the degradation prediction model. This paper proposes an SVAE‐GRU‐bas...

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Veröffentlicht in:	Quality and reliability engineering international Jg. 39; H. 7; S. 2851 - 2868
Hauptverfasser:	Shangguan, Anqi, Feng, Nan, Mu, Lingxia, Fei, Rong, Hei, Xinhong, Xie, Guo
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Bognor Regis Wiley Subscription Services, Inc 01.11.2023
Schlagworte:	Degradation Effectiveness Heterogeneity Prediction models Reliability analysis System reliability
ISSN:	0748-8017, 1099-1638
Online-Zugang:	Volltext
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