Direct Torque Control With Variable Flux for an SRM Based on Hybrid Optimization Algorithm

This article presents an optimal direct torque control (DTC) strategy with variable flux for a switched reluctance motor using the improved linear active disturbance rejection control (LADRC) plus the hybrid optimization algorithm (HOA). First, the constant flux amplitude is substituted by the varia...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on power electronics Vol. 37; no. 6; pp. 6688 - 6697
Main Authors Feng, Liyun, Sun, Xiaodong, Tian, Xiang, Diao, Kaikai
Format Journal Article
LanguageEnglish
Published New York IEEE 01.06.2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text
ISSN0885-8993
1941-0107
DOI10.1109/TPEL.2022.3145873

Cover

Abstract This article presents an optimal direct torque control (DTC) strategy with variable flux for a switched reluctance motor using the improved linear active disturbance rejection control (LADRC) plus the hybrid optimization algorithm (HOA). First, the constant flux amplitude is substituted by the variable flux DTC (VF-DTC) to reduce the torque ripple. Then, the LADRC with the improved extended state observer applied in speed controller is utilized instead of the conventional PI control to improve the speed of the observer, antidisturbance ability, and robustness. Moreover, the HOA is employed to search for the optimal control parameters and acquire satisfactory dynamic performances. Finally, the optimal VF-DTC system is implemented on a 12/8 SRM. Simulation and experimental results are carried out to compare the performances of the conventional DTC, the VF-DTC with LADRC, the VF-DTC with PI using HOA, and the proposed optimal VF-DTC using HOA. The results show that the proposed control method has a faster speed response, superior antidisturbance ability, and lower torque ripples.
AbstractList This article presents an optimal direct torque control (DTC) strategy with variable flux for a switched reluctance motor using the improved linear active disturbance rejection control (LADRC) plus the hybrid optimization algorithm (HOA). First, the constant flux amplitude is substituted by the variable flux DTC (VF-DTC) to reduce the torque ripple. Then, the LADRC with the improved extended state observer applied in speed controller is utilized instead of the conventional PI control to improve the speed of the observer, antidisturbance ability, and robustness. Moreover, the HOA is employed to search for the optimal control parameters and acquire satisfactory dynamic performances. Finally, the optimal VF-DTC system is implemented on a 12/8 SRM. Simulation and experimental results are carried out to compare the performances of the conventional DTC, the VF-DTC with LADRC, the VF-DTC with PI using HOA, and the proposed optimal VF-DTC using HOA. The results show that the proposed control method has a faster speed response, superior antidisturbance ability, and lower torque ripples.
Author Feng, Liyun
Diao, Kaikai
Tian, Xiang
Sun, Xiaodong
Author_xml – sequence: 1
  givenname: Liyun
  surname: Feng
  fullname: Feng, Liyun
  email: fly_95@163.com
  organization: Automotive Engineering Research Institute, Jiangsu University, Zhenjiang, China
– sequence: 2
  givenname: Xiaodong
  orcidid: 0000-0002-9451-3311
  surname: Sun
  fullname: Sun, Xiaodong
  email: xdsun@ujs.edu.cn
  organization: Automotive Engineering Research Institute, Jiangsu University, Zhenjiang, China
– sequence: 3
  givenname: Xiang
  orcidid: 0000-0001-5032-3885
  surname: Tian
  fullname: Tian, Xiang
  email: auzn0009@163.com
  organization: Automotive Engineering Research Institute, Jiangsu University, Zhenjiang, China
– sequence: 4
  givenname: Kaikai
  orcidid: 0000-0003-2482-7996
  surname: Diao
  fullname: Diao, Kaikai
  email: diaokaikai@ieee.org
  organization: Automotive Engineering Research Institute, Jiangsu University, Zhenjiang, China
BookMark eNp9kM1KAzEUhYNUsK0-gLgJuJ6an84kWdbaWqFS0UHBTUgzGU2ZTmomBevTm7HFhQtXFy7nu-ee0wOd2tUGgHOMBhgjcZU_TOYDgggZUDxMOaNHoIvFECcII9YBXcR5mnAh6AnoNc0KoahCuAteb6w3OsDc-Y-tgWNXB-8q-GLDO3xW3qplZeC02n7C0nmoavj0eA-vVWMK6Go42y29LeBiE-zafqlg425UvTkf8fUpOC5V1Zizw-yDfDrJx7Nkvri9G4_miSaChgQbbkiJFeNcZ5kgpTCKZ1qjjJhU4aIgRSmWqMBLwbQW1FDCWRajsFQRRmgfXO7PbryLEZogV27r6-goSUYEJgwTGlV4r9LeNY03pdx4u1Z-JzGSbYOybVC2DcpDg5Fhfxhtw0_I4JWt_iUv9qQ1xvw6iUy0v9NvbxF_bg
CODEN ITPEE8
CitedBy_id crossref_primary_10_3390_en16114355
crossref_primary_10_1007_s00202_024_02427_3
crossref_primary_10_3390_wevj14080221
crossref_primary_10_1007_s43236_024_00933_y
crossref_primary_10_1109_TIE_2024_3393123
crossref_primary_10_1109_TPEL_2023_3321633
crossref_primary_10_1016_j_aej_2024_06_089
crossref_primary_10_1080_15325008_2023_2237025
crossref_primary_10_1109_ACCESS_2022_3227330
crossref_primary_10_1109_TPEL_2024_3444891
crossref_primary_10_3390_wevj14080212
crossref_primary_10_1109_ACCESS_2024_3385437
crossref_primary_10_3390_app122312177
crossref_primary_10_1007_s00202_022_01610_8
crossref_primary_10_1038_s41598_022_25031_6
crossref_primary_10_1007_s43236_022_00501_2
crossref_primary_10_1002_adc2_234
crossref_primary_10_1109_TTE_2023_3287159
crossref_primary_10_1007_s00202_024_02479_5
crossref_primary_10_1109_TTE_2024_3408647
crossref_primary_10_3390_vehicles5040091
crossref_primary_10_1016_j_fraope_2024_100118
crossref_primary_10_1109_TEC_2023_3301000
crossref_primary_10_1109_TMECH_2023_3240986
crossref_primary_10_1007_s42835_023_01710_w
crossref_primary_10_1109_TPEL_2022_3195495
crossref_primary_10_3390_machines11080816
crossref_primary_10_1109_TTE_2023_3308974
crossref_primary_10_1007_s42835_024_01891_y
crossref_primary_10_1007_s43236_022_00499_7
crossref_primary_10_1109_TPEL_2024_3363027
crossref_primary_10_1109_TTE_2022_3174337
crossref_primary_10_1109_TIE_2022_3179564
crossref_primary_10_1109_TTE_2023_3302315
crossref_primary_10_1109_TTE_2024_3385403
crossref_primary_10_1109_TTE_2023_3343431
crossref_primary_10_1007_s43236_022_00491_1
crossref_primary_10_1016_j_heliyon_2024_e39598
crossref_primary_10_3390_app12178801
crossref_primary_10_3390_cleantechnol6020024
crossref_primary_10_1109_TEC_2023_3239525
crossref_primary_10_1587_elex_20_20230476
crossref_primary_10_1016_j_isatra_2025_03_007
crossref_primary_10_1088_1361_6501_ad37d0
crossref_primary_10_1109_ACCESS_2022_3211977
crossref_primary_10_1007_s00202_023_01996_z
crossref_primary_10_1109_TIE_2022_3190895
crossref_primary_10_1109_JESTPE_2023_3343732
crossref_primary_10_1016_j_aej_2023_08_039
crossref_primary_10_1016_j_isatra_2023_03_040
crossref_primary_10_1016_j_rser_2024_114454
crossref_primary_10_1109_TTE_2023_3288868
crossref_primary_10_3390_app12073616
crossref_primary_10_1109_JESTPE_2023_3333802
crossref_primary_10_1109_TIA_2023_3348420
crossref_primary_10_1109_TEC_2024_3370741
crossref_primary_10_1177_16878132241264410
crossref_primary_10_1080_15325008_2024_2322679
crossref_primary_10_3390_math11194067
crossref_primary_10_1109_TPEL_2024_3523291
crossref_primary_10_1109_TTE_2022_3228913
crossref_primary_10_1049_ell2_70044
crossref_primary_10_1109_TIE_2022_3229341
crossref_primary_10_3390_app122312283
Cites_doi 10.1109/TIE.2019.2962483
10.1109/TPEL.2020.2986945
10.1109/TIE.2020.3029463
10.1109/TIE.2018.2818664
10.1109/TEC.2017.2755590
10.1109/TIE.2018.2870355
10.1109/TII.2019.2961112
10.1109/TEC.2020.2991737
10.1109/TPEL.2020.2994254
10.1109/JESTPE.2019.2950085
10.1109/TTE.2020.3031338
10.1109/TVT.2018.2839695
10.1016/j.advengsoft.2013.12.007
10.1109/TPEL.2013.2262953
10.1109/TIE.2016.2518123
10.1109/TPEL.2020.3012107
10.1109/TIE.2018.2821632
10.1109/TPEL.2019.2923726
10.1109/TEC.2018.2876306
10.1109/TPEL.2018.2814056
10.1109/TEC.2020.3009408
10.1109/TPEL.2020.3011312
10.1109/TPEL.2019.2933664
10.1109/TIE.2018.2875667
10.1109/CEC.2018.8477769
10.1109/JSEN.2018.2822712
10.1109/TIE.2018.2826478
10.1007/s00500-018-3310-y
10.1109/TIA.2019.2955664
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022
DBID 97E
RIA
RIE
AAYXX
CITATION
7SP
7TB
8FD
FR3
JQ2
KR7
L7M
DOI 10.1109/TPEL.2022.3145873
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
Mechanical & Transportation Engineering Abstracts
Technology Research Database
Engineering Research Database
ProQuest Computer Science Collection
Civil Engineering Abstracts
Advanced Technologies Database with Aerospace
DatabaseTitle CrossRef
Civil Engineering Abstracts
Technology Research Database
Mechanical & Transportation Engineering Abstracts
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Engineering Research Database
Advanced Technologies Database with Aerospace
DatabaseTitleList Civil Engineering Abstracts

Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1941-0107
EndPage 6697
ExternalDocumentID 10_1109_TPEL_2022_3145873
9693287
Genre orig-research
GrantInformation_xml – fundername: State Scholarship Fund of China Scholarship Council
  grantid: 202108320319
– fundername: Postgraduate Research and Practice Innovation Program of Jiangsu Province
  grantid: KYCX21_3332
– fundername: National Natural Science Foundation of China
  grantid: 51875261
  funderid: 10.13039/501100001809
GroupedDBID -~X
0R~
29I
3EH
4.4
5GY
5VS
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABFSI
ABQJQ
ABVLG
ACGFO
ACGFS
ACIWK
ACKIV
AENEX
AETIX
AGQYO
AGSQL
AHBIQ
AI.
AIBXA
AKJIK
AKQYR
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ASUFR
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BKOMP
BPEOZ
CS3
DU5
E.L
EBS
EJD
HZ~
H~9
ICLAB
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
MS~
O9-
OCL
P2P
PQQKQ
RIA
RIE
RNS
RXW
TAE
TAF
TN5
VH1
VJK
AAYXX
CITATION
7SP
7TB
8FD
FR3
JQ2
KR7
L7M
ID FETCH-LOGICAL-c293t-1e8e2f1a788c6692f9ea86cc062e5a1dd2df9b0d1b97cc93e3287689975a2723
IEDL.DBID RIE
ISSN 0885-8993
IngestDate Mon Jun 30 05:03:46 EDT 2025
Wed Oct 01 03:20:15 EDT 2025
Thu Apr 24 23:03:56 EDT 2025
Wed Aug 27 02:49:52 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 6
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-c293t-1e8e2f1a788c6692f9ea86cc062e5a1dd2df9b0d1b97cc93e3287689975a2723
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0001-5032-3885
0000-0002-9451-3311
0000-0003-2482-7996
PQID 2629127123
PQPubID 37080
PageCount 10
ParticipantIDs crossref_primary_10_1109_TPEL_2022_3145873
ieee_primary_9693287
proquest_journals_2629127123
crossref_citationtrail_10_1109_TPEL_2022_3145873
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2022-06-01
PublicationDateYYYYMMDD 2022-06-01
PublicationDate_xml – month: 06
  year: 2022
  text: 2022-06-01
  day: 01
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on power electronics
PublicationTitleAbbrev TPEL
PublicationYear 2022
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
Zhang (ref29)
ref30
ref11
ref10
ref2
ref1
ref17
ref16
ref19
ref18
ref24
ref23
ref26
ref25
ref20
ref22
ref21
ref28
ref27
ref8
ref7
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref6
  doi: 10.1109/TIE.2019.2962483
– ident: ref17
  doi: 10.1109/TPEL.2020.2986945
– ident: ref14
  doi: 10.1109/TIE.2020.3029463
– ident: ref15
  doi: 10.1109/TIE.2018.2818664
– ident: ref5
  doi: 10.1109/TEC.2017.2755590
– ident: ref9
  doi: 10.1109/TIE.2018.2870355
– ident: ref18
  doi: 10.1109/TII.2019.2961112
– ident: ref19
  doi: 10.1109/TEC.2020.2991737
– ident: ref30
  doi: 10.1109/TPEL.2020.2994254
– ident: ref8
  doi: 10.1109/JESTPE.2019.2950085
– ident: ref23
  doi: 10.1109/TTE.2020.3031338
– ident: ref3
  doi: 10.1109/TVT.2018.2839695
– ident: ref24
  doi: 10.1016/j.advengsoft.2013.12.007
– ident: ref22
  doi: 10.1109/TPEL.2013.2262953
– ident: ref16
  doi: 10.1109/TIE.2016.2518123
– ident: ref12
  doi: 10.1109/TPEL.2020.3012107
– ident: ref10
  doi: 10.1109/TIE.2018.2821632
– ident: ref25
  doi: 10.1109/TPEL.2019.2923726
– ident: ref2
  doi: 10.1109/TEC.2018.2876306
– ident: ref20
  doi: 10.1109/TPEL.2018.2814056
– ident: ref29
  article-title: Hybrid coyote optimization algorithm with grey wolf optimizer and its application to clustering optimization
  publication-title: Acta Automatica Sinica
– ident: ref4
  doi: 10.1109/TEC.2020.3009408
– ident: ref11
  doi: 10.1109/TPEL.2020.3011312
– ident: ref1
  doi: 10.1109/TPEL.2019.2933664
– ident: ref7
  doi: 10.1109/TIE.2018.2875667
– ident: ref26
  doi: 10.1109/CEC.2018.8477769
– ident: ref27
  doi: 10.1109/JSEN.2018.2822712
– ident: ref13
  doi: 10.1109/TIE.2018.2826478
– ident: ref28
  doi: 10.1007/s00500-018-3310-y
– ident: ref21
  doi: 10.1109/TIA.2019.2955664
SSID ssj0014501
Score 2.6152582
Snippet This article presents an optimal direct torque control (DTC) strategy with variable flux for a switched reluctance motor using the improved linear active...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 6688
SubjectTerms Active control
Active disturbance rejection control (ADRC)
Algorithms
Control methods
Control systems
Couplings
direct torque control (DTC)
Observers
Optimal control
Optimization
optimization algorithm
Optimization algorithms
Reluctance motors
Ripples
State observers
switched reluctance motor (SRM)
Torque
Tuning
variable flux
Title Direct Torque Control With Variable Flux for an SRM Based on Hybrid Optimization Algorithm
URI https://ieeexplore.ieee.org/document/9693287
https://www.proquest.com/docview/2629127123
Volume 37
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 1941-0107
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0014501
  issn: 0885-8993
  databaseCode: RIE
  dateStart: 19860101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjR3LTttAcAScyoFHARGaoj30hOrgXdvr3WNARBGCFrXhIS7WvgyIYFepIxW-vrO2E5WHKm6WPGOvZ3bn4XkBfDHKMmGVCSzP8yCOnQp0LnnAhULrXof-ps-2-MaH5_HxVXK1AF_ntTDOuTr5zPX8ZR3Lt6WZ-l9l-5KjtSHSRVhMBW9qteYRgzipRx3joUkCfEvURjBpKPdHZ0cn6Akyhg5qnIg0eqaD6qEqryRxrV4Gq3A6W1iTVXLfm1a6Z55e9Gx878rXYKW1M0m_2RjrsOCKj7D8T_fBDbhuxB0ZlRNcEjlsktbJ5V11Sy7QhfZFVWQwnv4haNgSVZCfP07JAWo9S8qCDB99rRf5jiLnoa3lJP3xTTlB9IdNGA2ORofDoB21EBjU91VAnXAspwodYsO5ZLl0SnBjQs5coqi1zObIOUu1TI2RkfNfw5HOaaJYyqItWCrKwm0DSQU1FqUvReA40bH2Dd6pNFpHQudR3IFwRvvMtG3I_TSMcVa7I6HMPLsyz66sZVcH9uYov5oeHP8D3vDknwO2lO9Ad8bgrD2lvzPGmaQsReW98zbWJ_jgn92khnVhqZpM3Wc0Qiq9W---v2b42AY
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjR3LbtQwcFTaA_QALQV1oS0-9ITINnZsJz6Wqqst7BYEASoukV8BxDZBS1Zq-XrGSXZVHkLcIsUjT2bseWReAIdWO5Y5bSMnyzLi3OvIlEpGMtNo3Zs4vAzZFudy_I6_uBAXa_BsVQvjvW-Tz_wwPLaxfFfbRfhVdqQkWhtZegs2BOdcdNVaq5gBF-2wY7w2IsJ9kj6GSWN1lL8-naAvyBi6qFxkafKLFmrHqvwhi1sFM7oH0yVqXV7J1-GiMUP747eujf-L-xbc7S1NctwdjW1Y89V92LzRf3AHPnYCj-T1HFEiJ13aOvnwpflM3qMTHcqqyGi2uCJo2hJdkbdvpuQ56j1H6oqMr0O1F3mFQueyr-Ykx7NP9RzBLx9APjrNT8ZRP2whsqjxm4j6zLOSanSJrZSKlcrrTFobS-aFps4xVyLvHDUqtVYlPnyNRDqnQrOUJQ9hvaorvwskzah1KH8pLubCcBNavFNljUkyUyZ8APGS9oXtG5GHeRizonVIYlUEdhWBXUXPrgE8XYF867pw_GvxTiD_amFP-QHsLRlc9Pf0e8EkU5SlqL4f_R3qCdwe59NJMTk7f_kY7oR9ukSxPVhv5gu_jyZJYw7ak_gT4mLbUw
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=Direct+Torque+Control+With+Variable+Flux+for+an+SRM+Based+on+Hybrid+Optimization+Algorithm&rft.jtitle=IEEE+transactions+on+power+electronics&rft.au=Feng%2C+Liyun&rft.au=Sun%2C+Xiaodong&rft.au=Tian%2C+Xiang&rft.au=Diao%2C+Kaikai&rft.date=2022-06-01&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.issn=0885-8993&rft.eissn=1941-0107&rft.volume=37&rft.issue=6&rft.spage=6688&rft_id=info:doi/10.1109%2FTPEL.2022.3145873&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0885-8993&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0885-8993&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0885-8993&client=summon