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Deep-PCA and MSPCA based fault diagnosis of high-speed train traction systems under missing data conditions.

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Title: Deep-PCA and MSPCA based fault diagnosis of high-speed train traction systems under missing data conditions.
Authors: Wu, Yunkai1, wuyunkaischolar@just.edu.cn, Tian, Yu1, 231110301110@stu.just.edu.cn, Zhou, Yang2, jsjxy_zy@just.edu.cn, Liu, Xiangqian1, 209030037@stu.just.edu.cn
Source: ISA Transactions; Jul2026, Vol. 174, p37-48, 12p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194396200
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Deep-PCA and MSPCA based fault diagnosis of high-speed train traction systems under missing data conditions.
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  Data: <searchLink fieldCode="JN" term="%22ISA+Transactions%22">ISA Transactions</searchLink>; Jul2026, Vol. 174, p37-48, 12p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194396200
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1016/j.isatra.2025.10.051
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 12
        StartPage: 37
    Titles:
      – TitleFull: Deep-PCA and MSPCA based fault diagnosis of high-speed train traction systems under missing data conditions.
        Type: main
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      – PersonEntity:
          Name:
            NameFull: Wu, Yunkai
      – PersonEntity:
          Name:
            NameFull: Tian, Yu
      – PersonEntity:
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            NameFull: Zhou, Yang
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            NameFull: Liu, Xiangqian
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          Dates:
            – D: 01
              M: 07
              Text: Jul2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 00190578
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              Value: 174
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            – TitleFull: ISA Transactions
              Type: main
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