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Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturing.

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Title: Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturing.
Authors: Mattera, Giulio1, giulio.mattera@unina.it, Vozza, Mario2,3, Polden, Joseph4, Nele, Luigi1, Pan, Zengxi4
Source: Journal of Intelligent Manufacturing; Dec2025, Vol. 36 Issue 8, p5819-5834, 16p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 189056599
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturing.
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Intelligent+Manufacturing%22">Journal of Intelligent Manufacturing</searchLink>; Dec2025, Vol. 36 Issue 8, p5819-5834, 16p
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      – Type: doi
        Value: 10.1007/s10845-024-02507-y
    Languages:
      – Code: eng
        Text: English
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        PageCount: 16
        StartPage: 5819
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      – TitleFull: Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturing.
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            NameFull: Mattera, Giulio
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            NameFull: Vozza, Mario
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            NameFull: Polden, Joseph
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            NameFull: Nele, Luigi
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            – D: 01
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
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              Value: 36
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