Martin Valtierra-Rodriguez

28 papers C 3Journal 22Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Computational Methodology Based on Maximum Overlap Discrete Wavelet Transform and Autoencoders for Early Prediction of Sudden Cardiac Death.
Comput.
Manuel A. Centeno-Bautista, Andrea V. Perez-Sanchez, Juan Pablo Amezquita-Sanchez, David Camarena-Martinez, Martin Valtierra-Rodriguez
2025 J jnl
A Gramian Angular Field-Based Convolutional Neural Network Approach for Crack Detection in Low-Power Turbines from Vibration Signals.
Inf.
Angel H. Rangel-Rodriguez, Juan Pablo Amezquita-Sanchez, David Granados-Lieberman, David Camarena-Martinez, Maximiliano Bueno-Lopez, Martin Valtierra-Rodriguez
2025 J jnl
Early Detection of Inter-Turn Short Circuits in Induction Motors Using the Derivative of Stator Current and a Lightweight 1D-ResNet.
Comput.
Carlos Javier Morales-Perez, David Camarena-Martinez, Juan Pablo Amezquita-Sanchez, Jose de Jesus Rangel-Magdaleno, Edwards Ernesto Sánchez-Ramírez, Martin Valtierra-Rodriguez
2025 J jnl
Experimental ANN-Based Vibration Frequency Model for Transformers Under Different Conditions.
IEEE Trans. Instrum. Meas.
Jose R. Huerta-Rosales, Juan Carlos Olivares-Galvan, Martin Valtierra-Rodriguez, Rafael Escarela-Perez, Iván A. Hernández-Robles, David Granados-Lieberman
2025 J jnl
Hardware-Software System for Biomass Slow Pyrolysis: Characterization of Solid Yield via Optimization Algorithms.
Comput.
Ismael Urbina-Salas, David Granados-Lieberman, Juan Pablo Amezquita-Sanchez, Martin Valtierra-Rodriguez, David Aarón Rodríguez-Alejandro
2025 J jnl
Modeling of Global and Individual Kinetic Parameters in Wheat Straw Torrefaction: Particle Swarm Optimization and Its Impact on Elemental Composition Prediction.
Algorithms
Ismael Urbina-Salas, David Granados-Lieberman, Martin Valtierra-Rodriguez, Claudia Adriana Ramírez-Valdespino, David Aarón Rodríguez-Alejandro
2024 J jnl
A new epileptic seizure prediction model based on maximal overlap discrete wavelet packet transform, homogeneity index, and machine learning using ECG signals.
Biomed. Signal Process. Control.
Andrea V. Perez-Sanchez, Juan Pablo Amezquita-Sanchez, Martin Valtierra-Rodriguez, Hojjat Adeli
2023 J jnl
Analysis of Vibration Signals Based on Machine Learning for Crack Detection in a Low-Power Wind Turbine.
Entropy
Angel H. Rangel-Rodriguez, David Granados-Lieberman, Juan Pablo Amezquita-Sanchez, Maximiliano Bueno-Lopez, Martin Valtierra-Rodriguez
2021 J jnl
A neural network-based model for MCSA of inter-turn short-circuit faults in induction motors and its power hardware in the loop simulation.
Comput. Electr. Eng.
Arturo Mejia-Barron, Guillermo Tapia-Tinoco, Jose R. Razo-Hernandez, Martin Valtierra-Rodriguez, David Granados-Lieberman
2021 J jnl
An Explainable Machine Learning Approach Based on Statistical Indexes and SVM for Stress Detection in Automobile Drivers Using Electromyographic Signals.
Sensors
Olivia Vargas-Lopez, Carlos A. Perez-Ramirez, Martin Valtierra-Rodriguez, Jesus J. Yanez-Borjas, Juan Pablo Amezquita-Sanchez
2021 J jnl
Short-Circuited Turn Fault Diagnosis in Transformers by Using Vibration Signals, Statistical Time Features, and Support Vector Machines on FPGA.
Sensors
Jose R. Huerta-Rosales, David Granados-Lieberman, Arturo Garcia-Perez, David Camarena-Martinez, Juan Pablo Amezquita-Sanchez, Martin Valtierra-Rodriguez
2020 J jnl
A New Methodology Based on EMD and Nonlinear Measurements for Sudden Cardiac Death Detection.
Sensors
Olivia Vargas-Lopez, Juan Pablo Amezquita-Sanchez, J. Jesus de Santiago-Perez, Jesus Rooney Rivera-Guillen, Martin Valtierra-Rodriguez, Manuel Toledano-Ayala, Carlos A. Perez-Ramirez
2020 J jnl
Convolutional Neural Network and Motor Current Signature Analysis during the Transient State for Detection of Broken Rotor Bars in Induction Motors.
Sensors
Martin Valtierra-Rodriguez, Jesus Rooney Rivera-Guillen, Jesus A. Basurto-Hurtado, J. Jesus de Santiago-Perez, David Granados-Lieberman, Juan Pablo Amezquita-Sanchez
2020 — conf
Model reference Neural Network-based methodology for vibration control in a five-story steel structure.
CCE
Carlos A. Perez-Ramirez, Aurelio Dominguez-Gonzalez, Manuel Toledano-Ayala, Juan Pablo Amezquita-Sanchez, Martin Valtierra-Rodriguez
2018 J jnl
A Novel Wavelet Transform-Homogeneity Model for Sudden Cardiac Death Prediction Using ECG Signals.
J. Medical Syst.
Juan Pablo Amezquita-Sanchez, Martin Valtierra-Rodriguez, Hojjat Adeli, Carlos A. Perez-Ramirez
2018 J jnl
Incipient Broken Rotor Bar Detection in Induction Motors Using Vibration Signals and the Orthogonal Matching Pursuit Algorithm.
IEEE Trans. Instrum. Meas.
Carlos Morales-Perez, Jose de Jesus Rangel-Magdaleno, Hayde Peregrina-Barreto, Juan Pablo Amezquita-Sanchez, Martin Valtierra-Rodriguez
2017 C conf
A scheme based on PMU data for power quality disturbances monitoring.
IECON
Arturo Mejia-Barron, Juan Pablo Amezquita-Sanchez, Aurelio Dominguez-Gonzalez, Martin Valtierra-Rodriguez, Jose R. Razo-Hernandez, David Granados-Lieberman
2017 J jnl
Design of a state observer to approximate signals by using the concept of fractional variable-order derivative.
Digit. Signal Process.
Antonio Coronel-Escamilla, José Francisco Gómez-Aguilar, Flor Lizeth Torres Ortiz, Martin Valtierra-Rodriguez, Ricardo Fabricio Escobar-Jiménez
2017 J jnl
Instantaneous Power Quality Indices Based on Single-Sideband Modulation and Wavelet Packet-Hilbert Transform.
IEEE Trans. Instrum. Meas.
Ismael Urbina-Salas, Jose R. Razo-Hernandez, David Granados-Lieberman, Martin Valtierra-Rodriguez, Jose E. Torres-Fernandez
2017 C conf
Wavelet transform-fractal dimension-based methodology for damage assessment in truss type structures.
IECON
Francisco J. Perez-Macias, Carlos A. Perez-Ramirez, Martin Valtierra-Rodriguez, Aurelio Dominguez-Gonzalez, Juan Pablo Amezquita-Sanchez
2016 J jnl
A New Methodology for Tracking and Instantaneous Characterization of Voltage Variations.
IEEE Trans. Instrum. Meas.
Martin Valtierra-Rodriguez, David Granados-Lieberman, Jose E. Torres-Fernandez, Juan R. Rodriguez-Rodriguez, José Francisco Gómez-Aguilar
2016 J jnl
New methodology for modal parameters identification of smart civil structures using ambient vibrations and synchrosqueezed wavelet transform.
Eng. Appl. Artif. Intell.
Carlos A. Perez-Ramirez, Juan Pablo Amezquita-Sanchez, Hojjat Adeli, Martin Valtierra-Rodriguez, David Camarena-Martinez, René de Jesús Romero-Troncoso
2016 J jnl
Novel Downsampling Empirical Mode Decomposition Approach for Power Quality Analysis.
IEEE Trans. Ind. Electron.
David Camarena-Martinez, Martin Valtierra-Rodriguez, Carlos Andres Perez-Ramirez, Juan Pablo Amezquita-Sanchez, René de Jesús Romero-Troncoso, Arturo Garcia-Perez
2014 J jnl
Detection and Classification of Single and Combined Power Quality Disturbances Using Neural Networks.
IEEE Trans. Ind. Electron.
Martin Valtierra-Rodriguez, René de Jesús Romero-Troncoso, Roque Alfredo Osornio-Rios, Arturo Garcia-Perez
2014 — conf
Efficient discrete wavelet representation of electrical power disturbances by measuring energy concentration in the tiled time-frequency plane.
ISIE
J. E. Torres, Martin Valtierra-Rodriguez, Mario A. Juárez, Gerardo Vázquez
2013 J jnl
A Hilbert Transform-Based Smart Sensor for Detection, Classification, and Quantification of Power Quality Disturbances.
Sensors
David Granados-Lieberman, Martin Valtierra-Rodriguez, Luis Morales-Velazquez, René de Jesús Romero-Troncoso, Roque Alfredo Osornio-Rios
2013 C conf
FPGA-based instantaneous estimation of unbalance/symmetrical components through the Hilbert transform.
IECON
Martin Valtierra-Rodriguez, René de Jesús Romero-Troncoso, Arturo Garcia-Perez, Roque Alfredo Osornio-Rios
2010 — conf
FPGA-Based Online Detection of Multiple-Combined Faults through Information Entropy and Neural Networks.
ReConFig
Eduardo Cabal-Yepez, Ricardo Saucedo-Gallaga, Armando G. Garcia-Ramirez, Arturo A. Fernandez-Jaramillo, Marcos Pena-Anaya, Martin Valtierra-Rodriguez