default author photo

Diego Cabrera

South China University of Technology

Wushan

Guangzhou, AR 510640

China

  • South China University of Technology

SCHOLARLY PAPERS

4

DOWNLOADS

141

TOTAL CITATIONS

1

Scholarly Papers (4)

Actions:
Email selected abstracts
1.

A Simple Yet Realistic Integrated Dynamical Modelling of an Induction Motor and One-Stage Spur Gearbox System with Broken Tooth

Number of pages: 54 Posted: 16 Feb 2024
Mariela Cerrada, Deiver Jiménez-Santín, Renato Ortega, José-Manuel Aller, Diego Cabrera and Rene-Vinicio Sánchez
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, South China University of Technology and affiliation not provided to SSRN
Downloads 74 (844,901)
Citation 1

Abstract:

Loading...

Mathematical modelling, Induction motor, Space vector transformation, Spur gearbox, Broken tooth modelling, Electromechanical systems.

2.

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
Downloads 31 (1,304,549)

Abstract:

Loading...

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

3.

One-Class Transformer-Based Feature Disentanglement with Clustering-Driven Semisupervised Learning for the Fault Diagnosis of Reciprocating Machinery

Number of pages: 27 Posted: 19 Apr 2025
Diego Cabrera, Yuliang Feng, Fernando Sancho, Mariela Cerrada, Rene-Vinicio Sánchez and Chuan Li
South China University of Technology, Dongguan University of Technology, University of Seville, affiliation not provided to SSRN, affiliation not provided to SSRN and Dongguan University of Technology
Downloads 26 (1,372,601)

Abstract:

Loading...

domain generalization, One-class learning, Transformer

4.

One-Class Domain-Generalized Anomaly Detection for Mechanical Stationary and Non-Stationary Time-Series Signals Via a One-Class Adversarial Contrastive Framework

Number of pages: 37 Posted: 05 Aug 2025
Diego Cabrera, Jiapeng Wu, Mariela Cerrada, Rene-Vinicio Sánchez, Fernando Sancho and Chuan Li
South China University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Seville and Dongguan University of Technology
Downloads 10 (1,541,665)

Abstract:

Loading...

Anomaly detection, Domain generalization, One class learning, Contrastive Learning, Adversarial training