Fault Diagnosis of Wind Turbine Gearbox Based on the Optimized LSTM Neural Network with Cosine Loss
Yin, Aijun, Yan, Yinghua, Zhang, Zhiyu, Li, Chuan, Sánchez, René-Vinicio
Published in Sensors (Basel, Switzerland) (20.04.2020)
Published in Sensors (Basel, Switzerland) (20.04.2020)
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Journal Article
Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor
Cabrera, Diego, Guamán, Adriana, Zhang, Shaohui, Cerrada, Mariela, Sánchez, René-Vinicio, Cevallos, Juan, Long, Jianyu, Li, Chuan
Published in Neurocomputing (Amsterdam) (07.03.2020)
Published in Neurocomputing (Amsterdam) (07.03.2020)
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Journal Article
Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM
Medina, Rubén, Macancela, Jean Carlo, Lucero, Pablo, Cabrera, Diego, Sánchez, René-Vinicio, Cerrada, Mariela
Published in Journal of intelligent manufacturing (01.04.2022)
Published in Journal of intelligent manufacturing (01.04.2022)
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Journal Article
Fault diagnosis in spur gears based on genetic algorithm and random forest
Cerrada, Mariela, Zurita, Grover, Cabrera, Diego, Sánchez, René-Vinicio, Artés, Mariano, Li, Chuan
Published in Mechanical systems and signal processing (01.03.2016)
Published in Mechanical systems and signal processing (01.03.2016)
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Journal Article
Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery
Pacheco, Fannia, Cerrada, Mariela, Sánchez, René-Vinicio, Cabrera, Diego, Li, Chuan, Valente de Oliveira, José
Published in Expert systems with applications (01.04.2017)
Published in Expert systems with applications (01.04.2017)
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Journal Article
Fusing convolutional generative adversarial encoders for 3D printer fault detection with only normal condition signals
Li, Chuan, Cabrera, Diego, Sancho, Fernando, Sánchez, René-Vinicio, Cerrada, Mariela, Long, Jianyu, Valente de Oliveira, José
Published in Mechanical systems and signal processing (15.01.2021)
Published in Mechanical systems and signal processing (15.01.2021)
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Journal Article
Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation
Cabrera, Diego, Sancho, Fernando, Li, Chuan, Cerrada, Mariela, Sánchez, René-Vinicio, Pacheco, Fannia, de Oliveira, José Valente
Published in Applied soft computing (01.09.2017)
Published in Applied soft computing (01.09.2017)
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Journal Article
Scale-Fractal Detrended Fluctuation Analysis for Fault Diagnosis of a Centrifugal Pump and a Reciprocating Compressor
Medina, Ruben, Sánchez, René-Vinicio, Cabrera, Diego, Cerrada, Mariela, Estupiñan, Edgar, Ao, Wengang, Vásquez, Rafael E
Published in Sensors (Basel, Switzerland) (01.01.2024)
Published in Sensors (Basel, Switzerland) (01.01.2024)
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Journal Article
Vibration signal analysis using symbolic dynamics for gearbox fault diagnosis
Medina, Ruben, Macancela, Jean-Carlo, Lucero, Pablo, Cabrera, Diego, Cerrada, Mariela, Sánchez, René-Vinicio, Vásquez, Rafael E.
Published in International journal of advanced manufacturing technology (01.10.2019)
Published in International journal of advanced manufacturing technology (01.10.2019)
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Journal Article
Evaluation of Hand-Crafted Feature Extraction for Fault Diagnosis in Rotating Machinery: A Survey
Sánchez, René-Vinicio, Macancela, Jean Carlo, Ortega, Luis-Renato, Cabrera, Diego, García Márquez, Fausto Pedro, Cerrada, Mariela
Published in Sensors (Basel, Switzerland) (21.08.2024)
Published in Sensors (Basel, Switzerland) (21.08.2024)
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Journal Article
Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN
Sánchez, René-Vinicio, Lucero, Pablo, Vásquez, Rafael E., Cerrada, Mariela, Macancela, Jean-Carlo, Cabrera, Diego
Published in Journal of intelligent & fuzzy systems (01.01.2018)
Published in Journal of intelligent & fuzzy systems (01.01.2018)
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Journal Article
A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions
Pacheco, Fannia, Valente de Oliveira, José, Sánchez, René-Vinicio, Cerrada, Mariela, Cabrera, Diego, Li, Chuan, Zurita, Grover, Artés, Mariano
Published in Neurocomputing (Amsterdam) (19.06.2016)
Published in Neurocomputing (Amsterdam) (19.06.2016)
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Journal Article
Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes
Sanchez, René-Vinicio, Cabrera, Diego R., Cerrada, Mariela, Monteiro, Rodrigo P., Bastos-Filho, Carmelo J. A.
Published in Computational intelligence and neuroscience (01.01.2019)
Published in Computational intelligence and neuroscience (01.01.2019)
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Journal Article
A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification
Li, Chuan, Ledo, Luiz, Delgado, Myriam, Cerrada, Mariela, Pacheco, Fannia, Cabrera, Diego, Sánchez, René-Vinicio, Valente de Oliveira, José
Published in Knowledge-based systems (01.08.2017)
Published in Knowledge-based systems (01.08.2017)
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