Diego Cabrera

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Methodological Framework

Fault Diagnosis

Rotating Machinery

Top Venues

Robotics Comput. Integr. Manuf.

IEEE Intell. Syst.

J. Comput. Inf. Sci. Eng.

Publications

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) (2024)
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 (2023)
Ziqiang Pu, Diego Cabrera, Yun Bai, Chuan Li
Generative adversarial one-shot diagnosis of transmission faults for industrial robots. Robotics Comput. Integr. Manuf. 83 (2023)
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)
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) (2023)
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) (2022)
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) (2022)
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 (2022)
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) (2022)
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)