A Novel Demagnetization Fault Diagnosis Scheme for the IPM Motor Without Parameter Estimation

This article proposes a novel demagnetization fault diagnosis scheme for the interior permanent magnet (IPM) motor without parameter estimation. First, a feature enhancement-based disturbance observer is proposed, which incorporates the estimation error and the sliding mode surface as reinforcement...

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Veröffentlicht in:	IEEE transactions on power electronics 2024-12, Vol.39 (12), p.15468-15473
Hauptverfasser:	Yin, Shicai, Li, Xiang, Gao, Jinqiu, Chen, Andi, Han, Yaofei
Format:	Artikel
Sprache:	eng
Schlagworte:	Demagnetization Demagnetization fault (DF) disturbance observer Disturbance observers Fault diagnosis interior permanent magnet (IPM) motor Motors Resistance Stators Torque
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creator	Yin, Shicai Li, Xiang Gao, Jinqiu Chen, Andi Han, Yaofei
description	This article proposes a novel demagnetization fault diagnosis scheme for the interior permanent magnet (IPM) motor without parameter estimation. First, a feature enhancement-based disturbance observer is proposed, which incorporates the estimation error and the sliding mode surface as reinforcement factors for fault characteristics. Then, a sliding mode assessment-based demagnetization fault diagnosis method is developed, which takes the sliding mode variable structure signal of the disturbance observer as the carrier of demagnetization fault. Finally, the proposed method is validated by the hardware-in-the-loop-based platform and the real hardware platform. The test results show that the proposed method can achieve millisecond-level demagnetization fault diagnosis without being affected by mismatch in stator resistance of the IPM motor.
doi_str_mv	10.1109/TPEL.2024.3457675
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The test results show that the proposed method can achieve millisecond-level demagnetization fault diagnosis without being affected by mismatch in stator resistance of the IPM motor.</description><subject>Demagnetization</subject><subject>Demagnetization fault (DF)</subject><subject>disturbance observer</subject><subject>Disturbance observers</subject><subject>Fault diagnosis</subject><subject>interior permanent magnet (IPM) motor</subject><subject>Motors</subject><subject>Resistance</subject><subject>Stators</subject><subject>Torque</subject><issn>0885-8993</issn><issn>1941-0107</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkN1Kw0AQhRdRsFYfQPBiXyB1JtlNspelfxZaLVjxSsImO2tXmkayW0Gf3tT2wqs5M8w5HD7GbhEGiKDu16vJYhBDLAaJkFmayTPWQyUwAoTsnPUgz2WUK5VcsivvPwBQSMAeexvyx-aLtnxMtX7fUXA_Orhmx6d6vw187Lpj453nz9WGauK2aXnYEJ-vlnzZhG57dWHT7ANf6VbXFKjlEx9c_ZdyzS6s3nq6Oc0-e5lO1qOHaPE0m4-Gi6hCkYfIVKlNrbJS2VikxiQoTQnClJ1WUlBsJBjQxuoqS0pSVR4rylRa5ShECZj0GR5zq7bxviVbfLZdhfa7QCgOfIoDn-LApzjx6Tx3R48jon__aQZCYfILLWZjCg</recordid><startdate>202412</startdate><enddate>202412</enddate><creator>Yin, Shicai</creator><creator>Li, Xiang</creator><creator>Gao, Jinqiu</creator><creator>Chen, Andi</creator><creator>Han, Yaofei</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-2501-2513</orcidid><orcidid>https://orcid.org/0009-0009-1201-8527</orcidid><orcidid>https://orcid.org/0000-0001-9051-8855</orcidid><orcidid>https://orcid.org/0000-0001-7042-5002</orcidid></search><sort><creationdate>202412</creationdate><title>A Novel Demagnetization Fault Diagnosis Scheme for the IPM Motor Without Parameter Estimation</title><author>Yin, Shicai ; Li, Xiang ; Gao, Jinqiu ; Chen, Andi ; Han, Yaofei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c148t-dc6f6f9f59f246dd315db04db6dd954e2d50d0adfac73be9c829e796c8144b013</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Demagnetization</topic><topic>Demagnetization fault (DF)</topic><topic>disturbance observer</topic><topic>Disturbance observers</topic><topic>Fault diagnosis</topic><topic>interior permanent magnet (IPM) motor</topic><topic>Motors</topic><topic>Resistance</topic><topic>Stators</topic><topic>Torque</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yin, Shicai</creatorcontrib><creatorcontrib>Li, Xiang</creatorcontrib><creatorcontrib>Gao, Jinqiu</creatorcontrib><creatorcontrib>Chen, Andi</creatorcontrib><creatorcontrib>Han, Yaofei</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><jtitle>IEEE transactions on power electronics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Yin, Shicai</au><au>Li, Xiang</au><au>Gao, Jinqiu</au><au>Chen, Andi</au><au>Han, Yaofei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Novel Demagnetization Fault Diagnosis Scheme for the IPM Motor Without Parameter Estimation</atitle><jtitle>IEEE transactions on power electronics</jtitle><stitle>TPEL</stitle><date>2024-12</date><risdate>2024</risdate><volume>39</volume><issue>12</issue><spage>15468</spage><epage>15473</epage><pages>15468-15473</pages><issn>0885-8993</issn><eissn>1941-0107</eissn><coden>ITPEE8</coden><abstract>This article proposes a novel demagnetization fault diagnosis scheme for the interior permanent magnet (IPM) motor without parameter estimation. First, a feature enhancement-based disturbance observer is proposed, which incorporates the estimation error and the sliding mode surface as reinforcement factors for fault characteristics. Then, a sliding mode assessment-based demagnetization fault diagnosis method is developed, which takes the sliding mode variable structure signal of the disturbance observer as the carrier of demagnetization fault. Finally, the proposed method is validated by the hardware-in-the-loop-based platform and the real hardware platform. 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subjects	Demagnetization Demagnetization fault (DF) disturbance observer Disturbance observers Fault diagnosis interior permanent magnet (IPM) motor Motors Resistance Stators Torque
title	A Novel Demagnetization Fault Diagnosis Scheme for the IPM Motor Without Parameter Estimation
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