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Uncertain RUL prediction for aircraft engines: an attention-based ensemble method with partial-transfer Bayesian deep learning.

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Title: Uncertain RUL prediction for aircraft engines: an attention-based ensemble method with partial-transfer Bayesian deep learning.
Authors: Zeng, Jiyan1,2, zengjy97@buaa.edu.cn, Tong, Yaohua3, TongYaohua@buaa.edu.cn, Cheng, Yujie1,2,4, chengyujie@buaa.edu.cn, Lu, Chen1,2,4, luchen@buaa.edu.cn
Source: Journal of Vibroengineering; Jun2026, Vol. 28 Issue 4, p922-939, 18p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 195026781
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: <searchLink fieldCode="AU" term="%22Zeng%2C+Jiyan%22">Zeng, Jiyan</searchLink><relatesTo>1,2</relatesTo>, <i>zengjy97@buaa.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Tong%2C+Yaohua%22">Tong, Yaohua</searchLink><relatesTo>3</relatesTo>, <i>TongYaohua@buaa.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Cheng%2C+Yujie%22">Cheng, Yujie</searchLink><relatesTo>1,2,4</relatesTo>, <i>chengyujie@buaa.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Lu%2C+Chen%22">Lu, Chen</searchLink><relatesTo>1,2,4</relatesTo>, <i>luchen@buaa.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Vibroengineering%22">Journal of Vibroengineering</searchLink>; Jun2026, Vol. 28 Issue 4, p922-939, 18p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=195026781
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      – Type: doi
        Value: 10.21595/jve.2026.26015
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      – Code: eng
        Text: English
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        PageCount: 18
        StartPage: 922
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      – TitleFull: Uncertain RUL prediction for aircraft engines: an attention-based ensemble method with partial-transfer Bayesian deep learning.
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            NameFull: Zeng, Jiyan
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            NameFull: Tong, Yaohua
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            NameFull: Cheng, Yujie
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            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
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              Value: 28
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              Value: 4
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            – TitleFull: Journal of Vibroengineering
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