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An experimental comparative evaluation of Machine Learning techniques for motor fault diagnosis under various operating conditions

Martín Diaz, Ignacio ; Moríñigo Sotelo, Daniel ; Duque Pérez, Óscar ; Romero Troncoso, René de Jesús (2018-02)
Analysis of various inverters feeding induction motors with incipient rotor fault using high-resolution spectral analysis

Martín Diaz, Ignacio ; Moríñigo Sotelo, Daniel ; Duque Pérez, Óscar ; Arredondo Delgado, P. A.; Camarena Martínez, D.; Romero Troncoso, René de Jesús (2017-11)
Early fault detection in induction motors using AdaBoost with imbalanced small data and optimized sampling

Martín Diaz, Ignacio ; Moríñigo Sotelo, Daniel ; Duque Pérez, Óscar ; Romero Troncoso, René de Jesús (2017-05)
Advances in classifier evaluation: novel insights for an electric data-driven motor diagnosis

Martín Diaz, Ignacio ; Moríñigo Sotelo, Daniel ; Duque Pérez, Óscar ; Romero Troncoso, René de Jesús (2016-10)
Hybrid algorithmic approach oriented to incipient rotor fault diagnosis on induction motors

Martín Diaz, Ignacio ; Moríñigo Sotelo, Daniel ; Duque Pérez, Óscar ; Romero Troncoso, René de Jesús; Osornio Ríos, Roque Alfredo (2018)