René-Vinicio Sánchez

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 40

Top Topics

Fault Diagnosis

Top Venues

J. Intell. Fuzzy Syst.

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)
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)
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)
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 (2022)
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)
Wengang Ao, Tiedong Ma, René-Vinicio Sánchez, Haitao Gan
Finite-time and fixed-time impulsive synchronization of chaotic systems. J. Frankl. Inst. 357 (16) (2020)
Aijun Yin, Yinghua Yan, Zhiyu Zhang, Chuan Li, René-Vinicio Sánchez
Fault Diagnosis of Wind Turbine Gearbox Based on the Optimized LSTM Neural Network with Cosine Loss. Sensors 20 (8) (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)
Ying Tao, Xiaodan Wang, René-Vinicio Sánchez, Shuai Yang, Yun Bai
Spur Gear Fault Diagnosis Using a Multilayer Gated Recurrent Unit Approach With Vibration Signal. IEEE Access 7 (2019)
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)
Wengang Ao, Jiangshuai Huang, Qian Cui, René-Vinicio Sánchez
Finite-time leaderless consensus control of a group of Euler-Lagrangian systems with backlash nonlinearities. J. Frankl. Inst. 356 (16) (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)
Mariela Cerrada, José Aguilar, Junior Altamiranda, René-Vinicio Sánchez
A hybrid heuristic algorithm for evolving models in simultaneous scenarios of classification and clustering. Knowl. Inf. Syst. 61 (2) (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)
Zhiqiang Chen, Ronglong Wang, René-Vinicio Sánchez, José Valente de Oliveira, Chuan Li
An adaptive genomic difference based genetic algorithm and its application to memetic continuous optimization. Intell. Data Anal. 22 (2) (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)
Mario Peña, Mariela Cerrada, Ximena Alvarez, Diana Jadán, Pablo Lucero, Barragán Milton, Rodrigo Guamán, René-Vinicio Sánchez
Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings. J. Intell. Fuzzy Syst. 34 (6) (2018)
Yu Wang, Shuai Yang, René-Vinicio Sánchez
Gearbox Fault Diagnosis Based on a Novel Hybrid Feature Reduction Method. IEEE Access 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)
Rubén Medina, Ximena Alvarez, Diana Jadán, Jean Macancela, René-Vinicio Sánchez, Mariela Cerrada
Gearbox fault classification using dictionary sparse based representations of vibration signals. 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)
Zhiqiang Chen, Shengcai Deng, Xudong Chen, Chuan Li, René-Vinicio Sánchez, Huafeng Qin
Deep neural networks-based rolling bearing fault diagnosis. Microelectron. Reliab. 75 (2017)
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, 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)
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)