2014 · 68 citations · 9 references
EngineeringElectrical EngineeringElectric MachinesFinite Element AnalysisVibrationFault DetectionMode ShapesSynchronous MachinesVibration AnalysisVibration MeasurementVibration MonitoringFast Fourier TransformFrequency Domain Vibration AnalysisMachine Condition MonitoringMachine Fault DiagnosisMode Shape EstimationVibration Spectrum AnalysisVibration-based DiagnosticsVibration-based Monitoring
Monitoring permanent magnet synchronous machine (PMSM) faults including partial demagnetization, inter-turn short circuit is necessary for safety and reliable operation. This paper studies vibration acceleration to detect faults using both mode shape and vibration frequency information. For this purpose, Finite element analysis is used to calculate the radial force distribution applied on the stator teeth and mode shape of the PMSM. 2-dimensional Fast Fourier Transformation (FFT) is employed to extract the significant harmonic orders, which dominate the vibration. Simulation and experimental results indicate that featured low mode order and corresponding frequency component would appear under fault conditions. Simulation and experimental results are used to analyze the effectiveness of the proposed approach.
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David G. Dorrell, Mircea Popescu, Dan M. Ionel · IEEE Transactions on Magnetics · 2010 · 132 citations
Engineering, Electrical Engineering, Mechanical Engineering +15