A sparse autoencoder-based unsupervised scheme for pump fault detection and isolation

Xiaoxia Liang, Fang Duan*, Ian Bennett, David Mba*

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    22 Citations (SciVal)
    Original languageEnglish
    Article number6826
    JournalApplied Sciences (Switzerland)
    Volume10
    Issue number19
    DOIs
    Publication statusPublished (VoR) - 1 Oct 2020

    Keywords

    • Fault detection
    • Multivariate data
    • Pump
    • Sparse autoencoders
    • Unsupervised learning

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