Gearbox Fault Diagnosis Based on a Novel Hybrid Feature Reduction Method

by Yu Wang, Shuai Yang, Rene Vinicio Sanchez
Published 2018-01-01

Gearbox Fault Identification and Classification with Convolutional Neural Networks

by ZhiQiang Chen, Chuan Li, René-Vinicio Sanchez
Published 2015-01-01

Vibration-based gearbox fault diagnosis using deep neural networks

by Zhiqiang Chen, Xudong Chen, Chuan Li, René-Vinicio Sanchez, Huafeng Qin
Published 2017-06-01

Fault Diagnosis of Wind Turbine Gearbox Based on the Optimized LSTM Neural Network with Cosine Loss

by Aijun Yin, Yinghua Yan, Zhiyu Zhang, Chuan Li, René-Vinicio Sánchez
Published 2020-04-01

Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal

by Mariela Cerrada, René Vinicio Sánchez, Diego Cabrera, Grover Zurita, Chuan Li
Published 2015-09-01

Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning

by Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera
Published 2016-06-01

Spur Gear Fault Diagnosis Using a Multilayer Gated Recurrent Unit Approach With Vibration Signal

by Ying Tao, Xiaodan Wang, Rene-Vinicio Sanchez, Shuai Yang, Yun Bai
Published 2019-01-01

Reciprocating Compressor Multi-Fault Classification Using Symbolic Dynamics and Complex Correlation Measure

by Mariela Cerrada, Jean-Carlo Macancela, Diego Cabrera, Edgar Estupiñan, René-Vinicio Sánchez, Ruben Medina
Published 2020-04-01

Exploiting Generative Adversarial Networks as an Oversampling Method for Fault Diagnosis of an Industrial Robotic Manipulator

by Ziqiang Pu, Diego Cabrera, René-Vinicio Sánchez, Mariela Cerrada, Chuan Li, José Valente de Oliveira
Published 2020-10-01

Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery

by Diego Cabrera, Fernando Sancho, Jianyu Long, Rene-Vinicio Sanchez, Shaohui Zhang, Mariela Cerrada, Chuan Li
Published 2019-01-01

Evaluation of Time and Frequency Condition Indicators from Vibration Signals for Crack Detection in Railway Axles

by Réne-Vinicio Sánchez, Pablo Lucero, Jean-Carlo Macancela, Higinio Rubio Alonso, Mariela Cerrada, Diego Cabrera, Cristina Castejón
Published 2020-06-01