Analytical Modeling and Analysis of Permanent-Magnet Motor with Demagnetization Fault

Factors such as insufficient heat dissipation and excessively high temperature can easily lead to demagnetization of the PMs in permanent-magnet (PM) motors. As a result, the magnetic field distribution of the motor will not be uniform, producing fault harmonics and lowering the operational performa...

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Main Authors: Cenwei Shi, Lin Peng, Zhen Zhang, Tingna Shi
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/23/9440
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author Cenwei Shi
Lin Peng
Zhen Zhang
Tingna Shi
author_facet Cenwei Shi
Lin Peng
Zhen Zhang
Tingna Shi
author_sort Cenwei Shi
collection DOAJ
description Factors such as insufficient heat dissipation and excessively high temperature can easily lead to demagnetization of the PMs in permanent-magnet (PM) motors. As a result, the magnetic field distribution of the motor will not be uniform, producing fault harmonics and lowering the operational performance of the motor. An essential stage in the diagnosis of faults and the monitoring of motor condition is the establishment of an accurate model of motors with demagnetization faults. In this paper, demagnetization faults are modeled by changing the Fourier coefficients in the Fourier expansion of the magnetization of PMs. This model can be used to determine the motor performance under various types of demagnetization, including radial air gap flux density, back electromotive force (EMF), and torque. On this basis, the corresponding relationship between the demagnetization degree and the fault signature is established, to provide a theoretical foundation for the subsequent demagnetization fault diagnosis. The finite element analysis (FEA) verifies the effectiveness and superiority of the proposed analytical model. The modeling method proposed in this paper can be applied to PM motors with PMs having different magnetization directions and shapes because it is based on the demagnetization region of PMs.
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spelling doaj.art-c15ea12a24024a3aba7309ec288b26002023-11-24T12:14:16ZengMDPI AGSensors1424-82202022-12-012223944010.3390/s22239440Analytical Modeling and Analysis of Permanent-Magnet Motor with Demagnetization FaultCenwei Shi0Lin Peng1Zhen Zhang2Tingna Shi3College of Electrical Engineering, Zhejiang University, Hangzhou 310027, ChinaCollege of Electrical Engineering, Zhejiang University, Hangzhou 310027, ChinaCollege of Electrical Engineering, Zhejiang University, Hangzhou 310027, ChinaCollege of Electrical Engineering, Zhejiang University, Hangzhou 310027, ChinaFactors such as insufficient heat dissipation and excessively high temperature can easily lead to demagnetization of the PMs in permanent-magnet (PM) motors. As a result, the magnetic field distribution of the motor will not be uniform, producing fault harmonics and lowering the operational performance of the motor. An essential stage in the diagnosis of faults and the monitoring of motor condition is the establishment of an accurate model of motors with demagnetization faults. In this paper, demagnetization faults are modeled by changing the Fourier coefficients in the Fourier expansion of the magnetization of PMs. This model can be used to determine the motor performance under various types of demagnetization, including radial air gap flux density, back electromotive force (EMF), and torque. On this basis, the corresponding relationship between the demagnetization degree and the fault signature is established, to provide a theoretical foundation for the subsequent demagnetization fault diagnosis. The finite element analysis (FEA) verifies the effectiveness and superiority of the proposed analytical model. The modeling method proposed in this paper can be applied to PM motors with PMs having different magnetization directions and shapes because it is based on the demagnetization region of PMs.https://www.mdpi.com/1424-8220/22/23/9440permanent-magnet motordemagnetization faultanalytical modeling
spellingShingle Cenwei Shi
Lin Peng
Zhen Zhang
Tingna Shi
Analytical Modeling and Analysis of Permanent-Magnet Motor with Demagnetization Fault
Sensors
permanent-magnet motor
demagnetization fault
analytical modeling
title Analytical Modeling and Analysis of Permanent-Magnet Motor with Demagnetization Fault
title_full Analytical Modeling and Analysis of Permanent-Magnet Motor with Demagnetization Fault
title_fullStr Analytical Modeling and Analysis of Permanent-Magnet Motor with Demagnetization Fault
title_full_unstemmed Analytical Modeling and Analysis of Permanent-Magnet Motor with Demagnetization Fault
title_short Analytical Modeling and Analysis of Permanent-Magnet Motor with Demagnetization Fault
title_sort analytical modeling and analysis of permanent magnet motor with demagnetization fault
topic permanent-magnet motor
demagnetization fault
analytical modeling
url https://www.mdpi.com/1424-8220/22/23/9440
work_keys_str_mv AT cenweishi analyticalmodelingandanalysisofpermanentmagnetmotorwithdemagnetizationfault
AT linpeng analyticalmodelingandanalysisofpermanentmagnetmotorwithdemagnetizationfault
AT zhenzhang analyticalmodelingandanalysisofpermanentmagnetmotorwithdemagnetizationfault
AT tingnashi analyticalmodelingandanalysisofpermanentmagnetmotorwithdemagnetizationfault