Title :
Thermographic technique as a complement for MCSA in induction motor fault detection
Author :
Garcia-Ramirez, A.G. ; Morales-Hernandez, L.A. ; Osornio-Rios, R.A. ; Garcia-Perez, A. ; Romero-Troncoso, R.J.
Author_Institution :
Mecatronica at Fac. de Ing., Univ. Autonoma de Queretaro, San Juan del Rio, Mexico
Abstract :
Recently, mechanical condition monitoring in induction motors has become an important research area because of its relevance in different industrial applications. Infrared thermography has been considered for improving the monitoring of induction motors with the advantage of being a non-invasive technique and having a wide range of analysis. In this work, infrared thermography is used as complementary tool for motor current signature analysis (MCSA) under three common mechanical faults: bearing defects, unbalanced mass and misalignment, based on thermographic image segmentation and statistical feature extraction under the segments of interest. Results show the overall performance of the proposed technique as a complement in induction motor monitoring of mechanical faults.
Keywords :
condition monitoring; fault diagnosis; feature extraction; image segmentation; induction motors; infrared imaging; MCSA; bearing defects; induction motor fault detection; induction motor monitoring; industrial application; infrared thermography; mechanical condition monitoring; mechanical faults; motor current signature analysis; motor misalignment; noninvasive technique; statistical feature extraction; thermographic image segmentation; thermographic technique; unbalanced mass; Condition monitoring; Educational institutions; Fault diagnosis; Feature extraction; Image segmentation; Induction motors; Steady-state; Induction motors; Infrared imaging; Temperature; Thermal analysis;
Conference_Titel :
Electrical Machines (ICEM), 2014 International Conference on
Conference_Location :
Berlin
DOI :
10.1109/ICELMACH.2014.6960449