Diego Cabrera

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 25

Top Topics

Fault Diagnosis

Rotating Machinery

Support Vector Classification

Clustering Algorithm

Top Venues

J. Intell. Fuzzy Syst.

Comput. Intell. Neurosci.

Publications

Chuan Li, Diego Cabrera, Fernando Sancho, René-Vinicio Sánchez, Mariela Cerrada, José Valente de Oliveira
One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning. IEEE Trans. Ind. Electron. 68 (9) (2021)
Jingjing Zhong, Dong Wang, Ju'e Guo, Diego Cabrera, Chuan Li
Theoretical Investigations on Kurtosis and Entropy and Their Improvements for System Health Monitoring. IEEE Trans. Instrum. Meas. 70 (2021)
Jianwen Guo, Jiapeng Wu, Shaohui Zhang, Jianyu Long, Weidong Chen, Diego Cabrera, Chuan Li
Generative Transfer Learning for Intelligent Fault Diagnosis of the Wind Turbine Gearbox. Sensors 20 (5) (2020)
Wanjuan Zhang, Xiaodan Wang, Diego Cabrera, Yun Bai
Product Quality Reliability Analysis based on Rough Bayesian Network. Int. J. Perform. Eng. 16 (1) (2020)
Shaohui Zhang, Zhenzhong Sun, Chuan Li, Diego Cabrera, Jianyu Long, Yun Bai
Deep Hybrid State Network With Feature Reinforcement for Intelligent Fault Diagnosis of Delta 3-D Printers. IEEE Trans. Ind. Informatics 16 (2) (2020)
Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Chuan Li
Knowledge extraction from deep convolutional neural networks applied to cyclo-stationary time-series classification. Inf. Sci. 524 (2020)
Diego Cabrera, Adriana Guamán, Shaohui Zhang, Mariela Cerrada, René-Vinicio Sánchez, Juan Cevallos, Jianyu Long, Chuan Li
Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor. Neurocomputing 380 (2020)
Diego Cabrera, Fernando Sancho, Jianyu Long, René-Vinicio Sánchez, Shaohui Zhang, Mariela Cerrada, Chuan Li
Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery. IEEE Access 7 (2019)
Rodrigo P. Monteiro, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Carmelo J. A. Bastos Filho
Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes. Comput. Intell. Neurosci. 2019 (2019)
Chuan Li, José Valente de Oliveira, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita
A Systematic Review of Fuzzy Formalisms for Bearing Fault Diagnosis. IEEE Trans. Fuzzy Syst. 27 (7) (2019)
Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Felipe A. Tobar
Echo state network and variational autoencoder for efficient one-class learning on dynamical systems. J. Intell. Fuzzy Syst. 34 (6) (2018)
Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera
A semi-supervised approach based on evolving clusters for discovering unknown abnormal condition patterns in gearboxes. J. Intell. Fuzzy Syst. 34 (6) (2018)
Chuan Li, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Fannia Pacheco, Gözde Ulutagay, José Valente de Oliveira
A comparison of fuzzy clustering algorithms for bearing fault diagnosis. J. Intell. Fuzzy Syst. 34 (6) (2018)
René-Vinicio Sánchez, Pablo Lucero, Rafael E. Vásquez, Mariela Cerrada, Jean Macancela, Diego Cabrera
Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN. J. Intell. Fuzzy Syst. 34 (6) (2018)
Mariela Cerrada, Chuan Li, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, José Valente de Oliveira
A fuzzy transition based approach for fault severity prediction in helical gearboxes. Fuzzy Sets Syst. 337 (2018)
Mariela Cerrada, Fannia Pacheco, René-Vinicio Sánchez, Diego Cabrera, Jean Macancela, Pablo Lucero
SOA Based Integrated Software to Develop Fault Diagnosis Models Using Machine Learning in Rotating Machinery. SOSE (2017)
Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery. Expert Syst. Appl. 71 (2017)
Chuan Li, Luiz Ledo, Myriam Regattieri Delgado, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, José Valente de Oliveira
A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification. Knowl. Based Syst. 129 (2017)
Diego Cabrera, Fernando Sancho, Chuan Li, Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, José Valente de Oliveira
Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation. Appl. Soft Comput. 58 (2017)
Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
Clustering algorithm using rough set theory for unsupervised feature selection. IJCNN (2016)
Chuan Li, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Grover Zurita, Diego Cabrera
Fuzzy determination of informative frequency band for bearing fault detection. J. Intell. Fuzzy Syst. 30 (6) (2016)
Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera
Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning. Sensors 16 (6) (2016)
Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, Grover Zurita, Chuan Li
Hierarchical feature selection based on relative dependency for gear fault diagnosis. Appl. Intell. 44 (3) (2016)
Fannia Pacheco, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Diego Cabrera, Chuan Li, Grover Zurita, Mariano Artés
A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions. Neurocomputing 194 (2016)
Chuan Li, José Valente de Oliveira, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita
Observer-biased bearing condition monitoring: From fault detection to multi-fault classification. Eng. Appl. Artif. Intell. 50 (2016)
Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera, Rafael E. Vásquez
Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis. Neurocomputing 168 (2015)
Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Grover Zurita, Chuan Li
Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal. Sensors 15 (9) (2015)