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ORCIDDiego Cabrera 0001
Person information
- affiliation: Dongguan University of Technology, China
- affiliation: Universidad Politécnica Salesiana, Cuenca, Ecuador
- affiliation (PhD 2018): University of Sevilla, Seville, Spain
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2020 – today
- 2024
[j37]Rubén Medina
, René-Vinicio Sánchez, Diego Cabrera, Mariela Cerrada, Edgar Estupiñan, Wengang Ao, Rafael E. Vásquez:
Scale-Fractal Detrended Fluctuation Analysis for Fault Diagnosis of a Centrifugal Pump and a Reciprocating Compressor. Sensors 24(2): 461 (2024)- [j36]René-Vinicio Sánchez, Jean Carlo Macancela, Luis-Renato Ortega, Diego Cabrera, Fausto Pedro García Márquez, Mariela Cerrada:
Evaluation of Hand-Crafted Feature Extraction for Fault Diagnosis in Rotating Machinery: A Survey. Sensors 24(16): 5400 (2024) - [j35]Ziqiang Pu, Lijuan Yan, Yun Bai, Diego Cabrera, Chuan Li:
Incrementally Generative Adversarial Diagnostics Using Few-Shot Enabled One-Class Learning. IEEE Trans. Ind. Informatics 20(10): 12189-12199 (2024) - 2023
- [j34]Diego Cabrera, María J. Quinteros, Mariela Cerrada, René-Vinicio Sánchez, Mario Guallpa, Fernando Sancho, Chuan Li:
Rainfall Forecasting using a Bayesian framework and Long Short-Term Memory Multi-model Estimation based on an hourly meteorological monitoring network. Case of study: Andean Ecuadorian Tropical City. Earth Sci. Informatics 16(2): 1373-1388 (2023) - [j33]Ziqiang Pu, Diego Cabrera, Chuan Li, José Valente de Oliveira:
Sliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot. Expert Syst. Appl. 222: 119754 (2023) - [j32]Mario Peña, Mariela Cerrada, Rubén Medina, Diego Cabrera, René-Vinicio Sánchez:
Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks. J. Comput. Inf. Sci. Eng. 23(2) (2023) - [j31]Ziqiang Pu, Diego Cabrera, Yun Bai, Chuan Li:
Generative adversarial one-shot diagnosis of transmission faults for industrial robots. Robotics Comput. Integr. Manuf. 83: 102577 (2023) - 2022
- [j30]Fannia Pacheco, Alin Drimus, Lars Duggen, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez:
Deep Ensemble-Based Classifier for Transfer Learning in Rotating Machinery Fault Diagnosis. IEEE Access 10: 29778-29787 (2022) - [j29]Rodrigo de Paula Monteiro, Mariela Cerrada-Lozada, Diego Roman Cabrera Mendieta, René-Vinicio Sánchez, Carmelo José Albanez Bastos Filho:
A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines. Expert Syst. Appl. 204: 117528 (2022) - [j28]Ziqiang Pu, Diego Cabrera, Chuan Li, José Valente de Oliveira:
VGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis. IEEE Intell. Syst. 37(3): 65-75 (2022) - [j27]Rubén Medina, Jean Carlo Macancela, Pablo Lucero, Diego Cabrera, René-Vinicio Sánchez, Mariela Cerrada:
Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM. J. Intell. Manuf. 33(4): 1031-1055 (2022) - [j26]Ziqiang Pu, Diego Cabrera, Yun Bai, Chuan Li:
A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses. IEEE Trans. Ind. Electron. 69(8): 8411-8419 (2022) - 2021
- [j25]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): 8768-8776 (2021) - [j24]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: 1-10 (2021) - 2020
- [j23]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: 51-66 (2020) - [j22]Wanjuan Zhang, Xiaodan Wang, Diego Cabrera, Yun Bai:
Product Quality Reliability Analysis based on Rough Bayesian Network. Int. J. Perform. Eng. 16(1): 37-47 (2020) - [j21]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: 1-14 (2020) - [j20]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): 1361 (2020) - [j19]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): 779-789 (2020)
2010 – 2019
- 2019
- [j18]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: 70643-70653 (2019) - [j17]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: 1383752:1-1383752:13 (2019) - [j16]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): 1362-1382 (2019) - 2018
- [j15]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: 52-73 (2018) - [j14]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): 3463-3473 (2018) - [j13]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): 3565-3580 (2018) - [j12]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): 3581-3593 (2018) - [j11]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): 3799-3809 (2018) - 2017
- [j10]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: 53-64 (2017) - [j9]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: 69-86 (2017) - [j8]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: 39-60 (2017) - [c3]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: 28-37 - 2016
- [j7]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): 687-703 (2016) - [j6]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: 287-301 (2016) - [j5]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: 192-206 (2016) - [j4]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): 3513-3525 (2016) - [j3]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): 895 (2016) - [c2]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: 3493-3499 - [c1]Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira:
A methodological framework using statistical tests for comparing machine learning based models applied to fault diagnosis in rotating machinery. LA-CCI 2016: 1-6 - 2015
- [j2]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: 119-127 (2015) - [j1]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): 23903-23926 (2015)
Coauthor Index
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