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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Vydané v:	Quality and reliability engineering international Ročník 39; číslo 7; s. 2851 - 2868
Hlavní autori:	Shangguan, Anqi, Feng, Nan, Mu, Lingxia, Fei, Rong, Hei, Xinhong, Xie, Guo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Bognor Regis Wiley Subscription Services, Inc 01.11.2023
Predmet:	Degradation Effectiveness Heterogeneity Prediction models Reliability analysis System reliability
ISSN:	0748-8017, 1099-1638
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