Deadbeat Predictive Algorithm-Based Back EMF Observer for Sensorless Control of PMSM Drives

To improve the sensorless control performance of surface-mounted permanent magnet synchronous machine (SPMSM), this article proposes a back EMF observer based on deadbeat predictive algorithm. As for an observer, the regulatory mechanism is crucial. In the SMO, the observer achieves current state tr...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	IEEE transactions on industrial electronics (1982) Ročník 72; číslo 9; s. 8985 - 8994
Hlavní autori:	An, Quntao, Zhao, Mengji, Ma, Teng, Wu, Youtong
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.09.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Algorithms Back electromotive force (EMF) observer deadbeat predictive algorithm Dynamic response Estimation Motors Observers Permanent magnet machines permanent magnet synchronous machine Permanent magnets Phase locked loops Prediction algorithms Regulators Regulatory mechanisms (biology) Rotors Sensorless control Stators Switches Synchronous machines Tracking errors
ISSN:	0278-0046, 1557-9948
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Abstract	To improve the sensorless control performance of surface-mounted permanent magnet synchronous machine (SPMSM), this article proposes a back EMF observer based on deadbeat predictive algorithm. As for an observer, the regulatory mechanism is crucial. In the SMO, the observer achieves current state tracking through the hysteresis control, which leads to the chattering problem. To reduce the current tracking error, the deadbeat control is introduced as a regulator in the proposed new observer. This method estimates the control variables based on the sampled currents. The estimated currents can track the actual values in a single control cycle, which can greatly improve the dynamic response and accuracy of the observer. Furthermore, the characteristic of fast regulation makes it suitable for the low carrier ratio conditions. In this article, the stability and performance analysis are introduced in detail. The experimental results carried out on a 220 V, 1 kW PMSM demonstrate the effectiveness of the proposed method.
AbstractList	To improve the sensorless control performance of surface-mounted permanent magnet synchronous machine (SPMSM), this article proposes a back EMF observer based on deadbeat predictive algorithm. As for an observer, the regulatory mechanism is crucial. In the SMO, the observer achieves current state tracking through the hysteresis control, which leads to the chattering problem. To reduce the current tracking error, the deadbeat control is introduced as a regulator in the proposed new observer. This method estimates the control variables based on the sampled currents. The estimated currents can track the actual values in a single control cycle, which can greatly improve the dynamic response and accuracy of the observer. Furthermore, the characteristic of fast regulation makes it suitable for the low carrier ratio conditions. In this article, the stability and performance analysis are introduced in detail. The experimental results carried out on a 220 V, 1 kW PMSM demonstrate the effectiveness of the proposed method.
Author	Ma, Teng An, Quntao Wu, Youtong Zhao, Mengji
Author_xml	– sequence: 1 givenname: Quntao orcidid: 0000-0003-2936-6471 surname: An fullname: An, Quntao email: anquntao@hit.edu.cn organization: School of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin, China – sequence: 2 givenname: Mengji orcidid: 0009-0003-4567-7867 surname: Zhao fullname: Zhao, Mengji organization: School of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin, China – sequence: 3 givenname: Teng orcidid: 0009-0001-2266-9309 surname: Ma fullname: Ma, Teng organization: Aviation Industry Corporation of China, Luoyang, China – sequence: 4 givenname: Youtong orcidid: 0009-0009-2349-6866 surname: Wu fullname: Wu, Youtong organization: School of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin, China
BookMark	eNpNkDtvwjAYRa2KSgXavUMHS51D_UzskWeLBAIJOnWIYudLGxpiagek_vsGwdDpLufeK50e6tSuBoQeKRlQSvTLdj4dMMLkgEshGCM3qEulTCKtheqgLmGJiggR8R3qhbAjhApJZRd9TCDLDWQNXnvIS9uUJ8DD6tP5svnaR6MsQI5Hmf3G0-UMr0wAfwKPC-fxBurgfAUh4LGrG-8q7Aq8Xm6WeOLbmXCPbousCvBwzT56n02347dosXqdj4eLyDKRNJEWNimEBaUkAcMlTWScq9yqwnAgWgpulCGcmNjYJObM5DIuuOaxZFpRyXkfPV92D979HCE06c4dfd1eppyJWCVUc9ZS5EJZ70LwUKQHX-4z_5tSkp4Vpq3C9KwwvSpsK0-XSgkA_3BNdMI4_wMVo2zN
CODEN	ITIED6
Cites_doi	10.1109/TPEL.2023.3287828 10.1109/TIE.2017.2652364 10.1109/TPEL.2023.3235594 10.1109/TIE.2020.3047065 10.1109/TIE.2020.2965483 10.1109/TPEL.2020.3023140 10.1109/JESTPE.2019.2962697 10.1109/TPEL.2021.3131341 10.23919/CJEE.2022.000018 10.1109/TPEL.2015.2423319 10.1109/TTE.2021.3093580 10.23919/TEMS.2018.8326456 10.1109/ACCESS.2021.3116761 10.1109/ACCESS.2017.2734699 10.1109/TPEL.2020.3000785 10.1109/TPEL.2023.3289095 10.1109/TIA.2019.2951760 10.1109/TIE.2019.2955409 10.1109/TTE.2018.2790709 10.1109/TPEL.2017.2767294 10.1109/TPEL.2017.2783920 10.1109/TPEL.2021.3125024 10.1109/TIE.2005.862313 10.1109/IFEEA51475.2020.00034 10.1109/TIE.2023.3281690 10.1109/TPEL.2019.2963208 10.1109/ACCESS.2021.3052085 10.1109/TIA.2009.2013545 10.1109/TIE.2019.2914639 10.1109/TIE.2017.2777382 10.1109/TIE.2018.2818664
ContentType	Journal Article
Copyright	Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2025
Copyright_xml	– notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2025
DBID	97E RIA RIE AAYXX CITATION 7SP 8FD L7M
DOI	10.1109/TIE.2025.3544220
DatabaseName	IEEE All-Society Periodicals Package (ASPP) 2005–Present IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Electronic Library (IEL) CrossRef Electronics & Communications Abstracts Technology Research Database Advanced Technologies Database with Aerospace
DatabaseTitle	CrossRef Technology Research Database Advanced Technologies Database with Aerospace Electronics & Communications Abstracts
DatabaseTitleList	Technology Research Database
Database_xml	– sequence: 1 dbid: RIE name: IEEE Xplore url: https://ieeexplore.ieee.org/ sourceTypes: Publisher
DeliveryMethod	fulltext_linktorsrc
Discipline	Engineering
EISSN	1557-9948
EndPage	8994
ExternalDocumentID	10_1109_TIE_2025_3544220 10909723
Genre	orig-research
GroupedDBID	-~X .DC 0R~ 29I 4.4 5GY 5VS 6IK 97E 9M8 AAJGR AASAJ AAWTH ABAZT ABQJQ ABVLG ACGFO ACGFS ACIWK ACKIV ACNCT AENEX AETIX AGQYO AGSQL AHBIQ AI. AIBXA AKJIK AKQYR ALLEH ALMA_UNASSIGNED_HOLDINGS ASUFR ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ CS3 DU5 EBS EJD HZ~ H~9 IBMZZ ICLAB IFIPE IFJZH IPLJI JAVBF LAI M43 MS~ O9- OCL P2P RIA RIE RNS TAE TN5 TWZ VH1 VJK AAYXX CITATION 7SP 8FD L7M
ID	FETCH-LOGICAL-c247t-94c7f4ce8850eb351756d8dc8fb3e09543b8b030b6bc7632bd56f393652981533
IEDL.DBID	RIE
ISICitedReferencesCount	0
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001470554300001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	0278-0046
IngestDate	Sat Nov 01 15:12:39 EDT 2025 Sat Nov 29 06:57:06 EST 2025 Wed Nov 05 07:10:51 EST 2025
IsPeerReviewed	true
IsScholarly	true
Issue	9
Language	English
License	https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html https://doi.org/10.15223/policy-029 https://doi.org/10.15223/policy-037
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c247t-94c7f4ce8850eb351756d8dc8fb3e09543b8b030b6bc7632bd56f393652981533
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
ORCID	0009-0009-2349-6866 0009-0001-2266-9309 0000-0003-2936-6471 0009-0003-4567-7867
PQID	3246871932
PQPubID	85464
PageCount	10
ParticipantIDs	proquest_journals_3246871932 ieee_primary_10909723 crossref_primary_10_1109_TIE_2025_3544220
PublicationCentury	2000
PublicationDate	2025-09-01
PublicationDateYYYYMMDD	2025-09-01
PublicationDate_xml	– month: 09 year: 2025 text: 2025-09-01 day: 01
PublicationDecade	2020
PublicationPlace	New York
PublicationPlace_xml	– name: New York
PublicationTitle	IEEE transactions on industrial electronics (1982)
PublicationTitleAbbrev	TIE
PublicationYear	2025
Publisher	IEEE The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml	– name: IEEE – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References	ref13 ref12 ref15 ref14 ref31 ref30 ref11 ref10 ref2 ref1 ref17 ref16 ref19 ref18 ref24 ref23 ref26 ref25 ref20 ref22 ref21 ref28 ref27 ref29 ref8 ref7 ref9 ref4 ref3 ref6 ref5
References_xml	– ident: ref12 doi: 10.1109/TPEL.2023.3287828 – ident: ref6 doi: 10.1109/TIE.2017.2652364 – ident: ref10 doi: 10.1109/TPEL.2023.3235594 – ident: ref7 doi: 10.1109/TIE.2020.3047065 – ident: ref3 doi: 10.1109/TIE.2020.2965483 – ident: ref20 doi: 10.1109/TPEL.2020.3023140 – ident: ref17 doi: 10.1109/JESTPE.2019.2962697 – ident: ref13 doi: 10.1109/TPEL.2021.3131341 – ident: ref18 doi: 10.23919/CJEE.2022.000018 – ident: ref30 doi: 10.1109/TPEL.2015.2423319 – ident: ref16 doi: 10.1109/TTE.2021.3093580 – ident: ref2 doi: 10.23919/TEMS.2018.8326456 – ident: ref15 doi: 10.1109/ACCESS.2021.3116761 – ident: ref23 doi: 10.1109/ACCESS.2017.2734699 – ident: ref11 doi: 10.1109/TPEL.2020.3000785 – ident: ref9 doi: 10.1109/TPEL.2023.3289095 – ident: ref31 doi: 10.1109/TIA.2019.2951760 – ident: ref1 doi: 10.1109/TIE.2019.2955409 – ident: ref14 doi: 10.1109/TTE.2018.2790709 – ident: ref4 doi: 10.1109/TPEL.2017.2767294 – ident: ref27 doi: 10.1109/TPEL.2017.2783920 – ident: ref25 doi: 10.1109/TPEL.2021.3125024 – ident: ref21 doi: 10.1109/TIE.2005.862313 – ident: ref29 doi: 10.1109/IFEEA51475.2020.00034 – ident: ref8 doi: 10.1109/TIE.2023.3281690 – ident: ref19 doi: 10.1109/TPEL.2019.2963208 – ident: ref26 doi: 10.1109/ACCESS.2021.3052085 – ident: ref22 doi: 10.1109/TIA.2009.2013545 – ident: ref24 doi: 10.1109/TIE.2019.2914639 – ident: ref5 doi: 10.1109/TIE.2017.2777382 – ident: ref28 doi: 10.1109/TIE.2018.2818664
SSID	ssj0014515
Score	2.4848294
Snippet	To improve the sensorless control performance of surface-mounted permanent magnet synchronous machine (SPMSM), this article proposes a back EMF observer based...
SourceID	proquest crossref ieee
SourceType	Aggregation Database Index Database Publisher
StartPage	8985
SubjectTerms	Algorithms Back electromotive force (EMF) observer deadbeat predictive algorithm Dynamic response Estimation Motors Observers Permanent magnet machines permanent magnet synchronous machine Permanent magnets Phase locked loops Prediction algorithms Regulators Regulatory mechanisms (biology) Rotors Sensorless control Stators Switches Synchronous machines Tracking errors
Title	Deadbeat Predictive Algorithm-Based Back EMF Observer for Sensorless Control of PMSM Drives
URI	https://ieeexplore.ieee.org/document/10909723 https://www.proquest.com/docview/3246871932
Volume	72
WOSCitedRecordID	wos001470554300001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVIEE databaseName: IEEE Xplore customDbUrl: eissn: 1557-9948 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0014515 issn: 0278-0046 databaseCode: RIE dateStart: 19820101 isFulltext: true titleUrlDefault: https://ieeexplore.ieee.org/ providerName: IEEE
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV07T8MwELZoxQADzyIKBXlgYUgbJbZjj30KJFoqtUiVGKL4EaiABqUtv5-zk6JKiIEtQ5xEd_Hd9_leCN2IJKWGhMZjfsI9Irn2hLKsFbyBUZIwYlx3_YdoNOKzmRiXxequFsYY45LPTNNeuli-ztTaHpW1bBKhnZJVQZUoiopirZ-QAaHFuILAtowF1reJSfqiNb3vAxMMaDOkhAR2tPeWD3JDVX5ZYudeBof__LAjdFDiSNwuFH-MdsziBO1vdRc8Rc890J8EW4vHuQ3HWMOG2-8vWT5fvX54HfBfGncS9Yb7wwF-lPZ81uQYUCyeALnNbBh-ibtFLjvOUjweToa4l9tGtTX0NOhPu3deOUvBUwGJVp4gKkqJMpxTH_gzBdTANNeKpzI0ALNIKLmEDS-ZVGByAqkpS0MRMhoIbjHhGaousoU5R5hHOnL1tUoxksI6YIRa8kTT0NepSurodiPd-LNomRE7quGLGDQRW03EpSbqqGaluXVfIcg6amz0EZebahkD9mPwMkCcF38su0R79ulFDlgDVVf52lyhXfW1mi_za_e_fAPju7wk
linkProvider	IEEE
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8NAEB58gXrwLdbnHrx4iMZkN9kcfbQotrVgBcFDyD6iojaSVn-_M5tUCuLBWw5ZNsxkZ75v5wVwmGS5sDy0XuRn0uNKGi_RxFrRG1iteMSt667fjrtd-fCQ9OpidVcLY611yWf2mB5dLN8U-pOuyk4oiZCmZE3DrOA8OK3KtX6CBlxUAwsCahqLvG8clfSTk_51E7lgII5DWkjDvSe8kBur8ssWOwfTWv7np63AUo0k2Vml-lWYsoM1WJzoL7gOj5eoQYXWlvVKCsiQaWNnb09F-TJ6fvfO0YMZdp7pV9bstNitohtaWzLEsewO6W1Bgfghu6iy2VmRs17nrsMuS2pVuwH3rWb_4sqrpyl4OuDxyEu4jnOurZTCRwYtEDdERhotcxVaBFo8VFLhkVeR0mh0AmVElIdJGIkgkYQKN2FmUAzsFjAZm9hV2God8RzXISc0SmZGhL7JddaAo7F004-qaUbqyIafpKiJlDSR1ppowAZJc-K9SpAN2B3rI62P1TBF9BfhZog5t_9YdgDzV_1OO21fd292YIF2qjLCdmFmVH7aPZjTX6OXYbnv_p1v29O_aw
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Deadbeat+Predictive+Algorithm-Based+Back+EMF+Observer+for+Sensorless+Control+of+PMSM+Drives&rft.jtitle=IEEE+transactions+on+industrial+electronics+%281982%29&rft.au=An%2C+Quntao&rft.au=Zhao%2C+Mengji&rft.au=Teng%2C+Ma&rft.au=Wu%2C+Youtong&rft.date=2025-09-01&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.issn=0278-0046&rft.eissn=1557-9948&rft.volume=72&rft.issue=11&rft.spage=8985&rft.epage=8994&rft_id=info:doi/10.1109%2FTIE.2025.3544220&rft.externalDBID=NO_FULL_TEXT
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0278-0046&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0278-0046&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0278-0046&client=summon