Complete Ensemble Empirical Mode Decomposition on FPGA for Condition Monitoring of Broken Bars in Induction Motors by Martin Valtierra-Rodriguez, Juan Pablo Amezquita-Sanchez, Arturo Garcia-Perez, David Camarena-Martinez

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Predictive Data Mining Techniques for Fault Diagnosis of Electric Equipment: A Review by Arantxa Contreras-Valdes, Juan P. Amezquita-Sanchez, David Granados-Lieberman, Martin Valtierra-Rodriguez

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Comparative Analysis of Fractals-Homogeneity-Entropy Algorithms Applied on a FEM Bridge Model to Identify Damage by Jose M. Machorro-Lopez, Martin Valtierra-Rodriguez, Jose T. Perez-Quiroz, Juan P. Amezquita-Sanchez

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Entropy Wavelet-Based Method to Increase Efficiency in Highway Bridge Damage Identification by Jose M. Machorro-Lopez, Jesus J. Yanez-Borjas, Martin Valtierra-Rodriguez, Juan P. Amezquita-Sanchez

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Frequency Analysis of the Railway Track under Loads Caused by the Hunting Phenomenon by Gerardo Hurtado-Hurtado, Luis Morales-Velazquez, Martín Valtierra-Rodríguez, Frank Otremba, Juan C. Jáuregui-Correa

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A Robust Electric Spring Model and Modified Backward Forward Solution Method for Microgrids with Distributed Generation by Guillermo Tapia-Tinoco, David Granados-Lieberman, David A. Rodriguez-Alejandro, Martin Valtierra-Rodriguez, Arturo Garcia-Perez

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Vibration Signal Processing-Based Detection of Short-Circuited Turns in Transformers: A Nonlinear Mode Decomposition Approach by Jose R. Huerta-Rosales, David Granados-Lieberman, Juan P. Amezquita-Sanchez, David Camarena-Martinez, Martin Valtierra-Rodriguez

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Analysis of Vibration Signals Based on Machine Learning for Crack Detection in a Low-Power Wind Turbine by Angel H. Rangel-Rodriguez, David Granados-Lieberman, Juan P. Amezquita-Sanchez, Maximiliano Bueno-Lopez, Martin Valtierra-Rodriguez

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A Hilbert Transform-Based Smart Sensor for Detection, Classification, and Quantification of Power Quality Disturbances by Roque A. Osornio-Rios, Rene J. Romero-Troncoso, David Granados-Lieberman, Martin Valtierra-Rodriguez, Luis A. Morales-Hernandez

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Empirical Mode Decomposition and Neural Networks on FPGA for Fault Diagnosis in Induction Motors by David Camarena-Martinez, Martin Valtierra-Rodriguez, Arturo Garcia-Perez, Roque Alfredo Osornio-Rios, Rene de Jesus Romero-Troncoso

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Wavelet Transform-Statistical Time Features-Based Methodology for Epileptic Seizure Prediction Using Electrocardiogram Signals by Andrea V. Perez-Sanchez, Carlos A. Perez-Ramirez, Martin Valtierra-Rodriguez, Aurelio Dominguez-Gonzalez, Juan P. Amezquita-Sanchez

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An Explainable Machine Learning Approach Based on Statistical Indexes and SVM for Stress Detection in Automobile Drivers Using Electromyographic Signals by Olivia Vargas-Lopez, Carlos A. Perez-Ramirez, Martin Valtierra-Rodriguez, Jesus J. Yanez-Borjas, Juan P. Amezquita-Sanchez

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Shannon Entropy and K-Means Method for Automatic Diagnosis of Broken Rotor Bars in Induction Motors Using Vibration Signals by David Camarena-Martinez, Martin Valtierra-Rodriguez, Juan P. Amezquita-Sanchez, David Granados-Lieberman, Rene J. Romero-Troncoso, Arturo Garcia-Perez

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Improved Performance of M-Class PMUs Based on a Magnitude Compensation Model for Wide Frequency Deviations by Jose Roberto Razo-Hernandez, Ismael Urbina-Salas, Guillermo Tapia-Tinoco, Juan Pablo Amezquita-Sanchez, Martin Valtierra-Rodriguez, David Granados-Lieberman

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Short-Circuited Turn Fault Diagnosis in Transformers by Using Vibration Signals, Statistical Time Features, and Support Vector Machines on FPGA by Jose R. Huerta-Rosales, David Granados-Lieberman, Arturo Garcia-Perez, David Camarena-Martinez, Juan P. Amezquita-Sanchez, Martin Valtierra-Rodriguez

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Contrast Estimation in Vibroacoustic Signals for Diagnosing Early Faults of Short-Circuited Turns in Transformers under Different Load Conditions by Jose R. Huerta-Rosales, David Granados-Lieberman, Juan P. Amezquita-Sanchez, Arturo Garcia-Perez, Maximiliano Bueno-Lopez, Martin Valtierra-Rodriguez

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EMD-Shannon Entropy-Based Methodology to Detect Incipient Damages in a Truss Structure by Alejandro Moreno-Gomez, Juan P. Amezquita-Sanchez, Martin Valtierra-Rodriguez, Carlos A. Perez-Ramirez, Aurelio Dominguez-Gonzalez, Omar Chavez-Alegria

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Expert System Based on Autoencoders for Detection of Broken Rotor Bars in Induction Motors Employing Start-Up and Steady-State Regimes by Martin Valtierra-Rodriguez, Jesus Rooney Rivera-Guillen, J. Jesus De Santiago-Perez, Gerardo Israel Perez-Soto, Juan Pablo Amezquita-Sanchez

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A new damage indicator based on homogeneity and wireless accelerometers for evaluating the structural condition of a cable-stayed bridge by Martin Valtierra-Rodriguez, Jose M. Machorro-Lopez, Juan P. Amezquita-Sanchez, Aurelio Dominguez-Gonzalez, Shaila Alvarez-Junco, Hector M. Gasca-Zamora

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EEMD-MUSIC-Based Analysis for Natural Frequencies Identification of Structures Using Artificial and Natural Excitations by David Camarena-Martinez, Juan P. Amezquita-Sanchez, Martin Valtierra-Rodriguez, Rene J. Romero-Troncoso, Roque A. Osornio-Rios, Arturo Garcia-Perez

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