Javier Martinez-Roman

9PUBLICATIONS
7CO-AUTHORS
Deep learningIndustrial biotechnology diagnostics (incl. biosensors)Electrical machines and drivesNumerical modelling and mechanical characterisationEnergy generation, conversion and storage (excl. chemical and electrical)
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Publications (9)

|Jan 25, 2025
Fault Detection in Induction Machines Using Learning Models and Fourier Spectrum Image Analysis.

Kevin Barrera-Llanga, Jordi Burriel-Valencia, Angel Sapena-Bano

|Oct 14, 2023
A Comparative Analysis of Deep Learning Convolutional Neural Network Architectures for Fault Diagnosis of Broken Rotor Bars in Induction Motors.

Kevin Barrera-Llanga, Jordi Burriel-Valencia, Ángel Sapena-Bañó

|May 20, 2022
Analytical Model of Eccentric Induction Machines Using the Conformal Winding Tensor Approach.

Carla Terron-Santiago, Javier Martinez-Roman, Ruben Puche-Panadero

|Nov 13, 2021
Low-Computational-Cost Hybrid FEM-Analytical Induction Machine Model for the Diagnosis of Rotor Eccentricity, Based on Sparse Identification Techniques and Trigonometric Interpolation.

Carla Terron-Santiago, Javier Martinez-Roman, Ruben Puche-Panadero

|Aug 10, 2021
Analytical Model of Induction Machines with Multiple Cage Faults Using the Winding Tensor Approach.

Javier Martinez-Roman, Ruben Puche-Panadero, Angel Sapena-Bano

|Jul 24, 2021
A Review of Techniques Used for Induction Machine Fault Modelling.

Carla Terron-Santiago, Javier Martinez-Roman, Ruben Puche-Panadero

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Frequent Collaborators

9 joint publications

Carla Terron-Santiago

7 joint publications

Ruben Puche-Panadero

4 joint publications

Manuel Pineda-Sanchez

3 joint publications

Martin Riera-Guasp