Publication | Closed Access
Thermographic technique as a complement for MCSA in induction motor fault detection
30
Citations
22
References
2014
Year
Unknown Venue
Fault DiagnosisCondition MonitoringStatistical Feature ExtractionImage AnalysisThermographyEngineeringFault DetectionThermographic TechniqueDiagnosisStructural Health MonitoringAutomatic Fault DetectionInfrared ThermographyMechanical Condition Monitoring
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.
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