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Mauricio Villacís

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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A latent-dynamics self-supervised framework for limited-label fault diagnosis in cyclostationary vibration measurements

Number of pages: 31 Posted: 23 Feb 2026
Diego Cabrera, Mauricio Villacís, Fernando Sancho, Rene-Vinicio Sánchez and Weihua Li
South China University of Technology, affiliation not provided to SSRN, University of Seville, affiliation not provided to SSRN and South China University of Technology
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Abstract:

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Vibration measurement, cyclostationary signals, Fault diagnosis, self-supervised learning, Condition monitoring, limited labeled data