A Modified Flux Sliding-Mode Observer for the Sensorless Control of PMSMs With Online Stator Resistance and Inductance Estimation
In this article, the conventional flux sliding-mode observer (FSMO) is modified by taking the motor parameter variations into consideration, and an embedded flux observer is constructed to replace the conventional phase-locked loop for estimating the speed and position in the permanent-magnet synchr...
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Veröffentlicht in: | IEEE transactions on power electronics 2020-08, Vol.35 (8), p.8652-8662 |
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description | In this article, the conventional flux sliding-mode observer (FSMO) is modified by taking the motor parameter variations into consideration, and an embedded flux observer is constructed to replace the conventional phase-locked loop for estimating the speed and position in the permanent-magnet synchronous motor (PMSM) sensorless control system. Compared with conventional FSMO, the improved method has certain robustness to parameter variations and improves the dynamic performance of the system under speed reversal. Furthermore, in the real experimental environment, after the long-term operation, the increasing of the motor temperature changes the values of the stator resistance and inductance. This phenomenon mismatches the actual and the setting motor specifications, which may induce ripples in the estimation results and affect the system stability. To address this issue, an online parameter estimation method is proposed in this article and incorporated into the modified FSMO to improve system performance and eliminate parameter mismatching. The control scheme of a PMSM prototype based on the proposed method is designed, and the corresponding experimental platform is built; the performance of the proposed method is validated and compared with that of the conventional FSMO via simulations and experiments. |
doi_str_mv | 10.1109/TPEL.2019.2963112 |
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Compared with conventional FSMO, the improved method has certain robustness to parameter variations and improves the dynamic performance of the system under speed reversal. Furthermore, in the real experimental environment, after the long-term operation, the increasing of the motor temperature changes the values of the stator resistance and inductance. This phenomenon mismatches the actual and the setting motor specifications, which may induce ripples in the estimation results and affect the system stability. To address this issue, an online parameter estimation method is proposed in this article and incorporated into the modified FSMO to improve system performance and eliminate parameter mismatching. The control scheme of a PMSM prototype based on the proposed method is designed, and the corresponding experimental platform is built; the performance of the proposed method is validated and compared with that of the conventional FSMO via simulations and experiments.</description><identifier>ISSN: 0885-8993</identifier><identifier>EISSN: 1941-0107</identifier><identifier>DOI: 10.1109/TPEL.2019.2963112</identifier><identifier>CODEN: ITPEE8</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Flux ; Flux sliding-mode observer (FSMO) ; flux-observer ; Inductance ; Mathematical model ; Observers ; online parameter estimation ; Parameter estimation ; Parameter modification ; Parameter robustness ; Permanent magnets ; permanent-magnet synchronous motor (PMSM) ; Phase locked loops ; Position sensing ; Resistance ; sensorless control ; Sliding ; Stators ; Synchronous motors ; Systems stability</subject><ispartof>IEEE transactions on power electronics, 2020-08, Vol.35 (8), p.8652-8662</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c293t-2ca82d535ece8fdb6d13c26ab326541800e5079dfe6a5ae75ac7b47c40898d203</citedby><cites>FETCH-LOGICAL-c293t-2ca82d535ece8fdb6d13c26ab326541800e5079dfe6a5ae75ac7b47c40898d203</cites><orcidid>0000-0001-7726-8724</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8950144$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,777,781,793,27905,27906,54739</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/8950144$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Ye, Shuaichen</creatorcontrib><creatorcontrib>Yao, Xiaoxian</creatorcontrib><title>A Modified Flux Sliding-Mode Observer for the Sensorless Control of PMSMs With Online Stator Resistance and Inductance Estimation</title><title>IEEE transactions on power electronics</title><addtitle>TPEL</addtitle><description>In this article, the conventional flux sliding-mode observer (FSMO) is modified by taking the motor parameter variations into consideration, and an embedded flux observer is constructed to replace the conventional phase-locked loop for estimating the speed and position in the permanent-magnet synchronous motor (PMSM) sensorless control system. Compared with conventional FSMO, the improved method has certain robustness to parameter variations and improves the dynamic performance of the system under speed reversal. Furthermore, in the real experimental environment, after the long-term operation, the increasing of the motor temperature changes the values of the stator resistance and inductance. This phenomenon mismatches the actual and the setting motor specifications, which may induce ripples in the estimation results and affect the system stability. To address this issue, an online parameter estimation method is proposed in this article and incorporated into the modified FSMO to improve system performance and eliminate parameter mismatching. The control scheme of a PMSM prototype based on the proposed method is designed, and the corresponding experimental platform is built; the performance of the proposed method is validated and compared with that of the conventional FSMO via simulations and experiments.</description><subject>Flux</subject><subject>Flux sliding-mode observer (FSMO)</subject><subject>flux-observer</subject><subject>Inductance</subject><subject>Mathematical model</subject><subject>Observers</subject><subject>online parameter estimation</subject><subject>Parameter estimation</subject><subject>Parameter modification</subject><subject>Parameter robustness</subject><subject>Permanent magnets</subject><subject>permanent-magnet synchronous motor (PMSM)</subject><subject>Phase locked loops</subject><subject>Position sensing</subject><subject>Resistance</subject><subject>sensorless control</subject><subject>Sliding</subject><subject>Stators</subject><subject>Synchronous motors</subject><subject>Systems stability</subject><issn>0885-8993</issn><issn>1941-0107</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kE1LAzEQhoMoWKs_QLwEPG_Nx34kx1KqFlpabMXjkiazNmVNapKKHv3nbmnxNMzwvDPDg9AtJQNKiXxYLcbTASNUDpgsOaXsDPWozGlGKKnOUY8IUWRCSn6JrmLcEkLzgtAe-h3imTe2sWDwY7v_xsvWGuves24KeL6OEL4g4MYHnDaAl-CiDy3EiEfepeBb7Bu8mC1nEb_ZtMFz11rXcUmlLvIC0caknAasnMETZ_b62I5jsh8qWe-u0UWj2gg3p9pHr4_j1eg5m86fJqPhNNNM8pQxrQQzBS9Ag2jMujSUa1aqNWdlkVNBCBSkkqaBUhUKqkLpap1XOidCCsMI76P7495d8J97iKne-n1w3cmacckrUVVSdBQ9Ujr4GAM09S50j4afmpL6YLo-mK4PpuuT6S5zd8xYAPjnhewE5zn_A9SZeuc</recordid><startdate>20200801</startdate><enddate>20200801</enddate><creator>Ye, Shuaichen</creator><creator>Yao, Xiaoxian</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0001-7726-8724</orcidid></search><sort><creationdate>20200801</creationdate><title>A Modified Flux Sliding-Mode Observer for the Sensorless Control of PMSMs With Online Stator Resistance and Inductance Estimation</title><author>Ye, Shuaichen ; Yao, Xiaoxian</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c293t-2ca82d535ece8fdb6d13c26ab326541800e5079dfe6a5ae75ac7b47c40898d203</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Flux</topic><topic>Flux sliding-mode observer (FSMO)</topic><topic>flux-observer</topic><topic>Inductance</topic><topic>Mathematical model</topic><topic>Observers</topic><topic>online parameter estimation</topic><topic>Parameter estimation</topic><topic>Parameter modification</topic><topic>Parameter robustness</topic><topic>Permanent magnets</topic><topic>permanent-magnet synchronous motor (PMSM)</topic><topic>Phase locked loops</topic><topic>Position sensing</topic><topic>Resistance</topic><topic>sensorless control</topic><topic>Sliding</topic><topic>Stators</topic><topic>Synchronous motors</topic><topic>Systems stability</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ye, Shuaichen</creatorcontrib><creatorcontrib>Yao, Xiaoxian</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><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on power electronics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Ye, Shuaichen</au><au>Yao, Xiaoxian</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Modified Flux Sliding-Mode Observer for the Sensorless Control of PMSMs With Online Stator Resistance and Inductance Estimation</atitle><jtitle>IEEE transactions on power electronics</jtitle><stitle>TPEL</stitle><date>2020-08-01</date><risdate>2020</risdate><volume>35</volume><issue>8</issue><spage>8652</spage><epage>8662</epage><pages>8652-8662</pages><issn>0885-8993</issn><eissn>1941-0107</eissn><coden>ITPEE8</coden><abstract>In this article, the conventional flux sliding-mode observer (FSMO) is modified by taking the motor parameter variations into consideration, and an embedded flux observer is constructed to replace the conventional phase-locked loop for estimating the speed and position in the permanent-magnet synchronous motor (PMSM) sensorless control system. Compared with conventional FSMO, the improved method has certain robustness to parameter variations and improves the dynamic performance of the system under speed reversal. Furthermore, in the real experimental environment, after the long-term operation, the increasing of the motor temperature changes the values of the stator resistance and inductance. This phenomenon mismatches the actual and the setting motor specifications, which may induce ripples in the estimation results and affect the system stability. To address this issue, an online parameter estimation method is proposed in this article and incorporated into the modified FSMO to improve system performance and eliminate parameter mismatching. The control scheme of a PMSM prototype based on the proposed method is designed, and the corresponding experimental platform is built; the performance of the proposed method is validated and compared with that of the conventional FSMO via simulations and experiments.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TPEL.2019.2963112</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0001-7726-8724</orcidid></addata></record> |
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subjects | Flux Flux sliding-mode observer (FSMO) flux-observer Inductance Mathematical model Observers online parameter estimation Parameter estimation Parameter modification Parameter robustness Permanent magnets permanent-magnet synchronous motor (PMSM) Phase locked loops Position sensing Resistance sensorless control Sliding Stators Synchronous motors Systems stability |
title | A Modified Flux Sliding-Mode Observer for the Sensorless Control of PMSMs With Online Stator Resistance and Inductance Estimation |
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