Design and Implementation of Disturbance Compensation-Based Enhanced Robust Finite Control Set Predictive Torque Control for Induction Motor Systems

Finite-control-set-based predictive torque control (PTC) method has received more and more attention in recent years due to its fast torque response. However, it also has two drawbacks that could be improved. First, the torque reference in the cost function of the existing PTC method is generated by...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on industrial informatics Vol. 13; no. 5; pp. 2645 - 2656
Main Authors Wang, Junxiao, Wang, Fengxiang, Zhang, Zhenbin, Li, Shihua, Rodriguez, Jose
Format Journal Article
LanguageEnglish
Published Piscataway IEEE 01.10.2017
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Finite-control-set-based predictive torque control (PTC) method has received more and more attention in recent years due to its fast torque response. However, it also has two drawbacks that could be improved. First, the torque reference in the cost function of the existing PTC method is generated by the proportional-integral speed controller, so torque reference's generation rate is not fast and its accuracy is low especially when the load torque is given suddenly and inertia value is varying. In addition, the variable prediction of the traditional PTC method depends on the system model, which also has the problem of parameter uncertainties. This paper investigates a disturbance observer (DOB)-based PTC approach for induction motor systems subject to load torque disturbances, parameter uncertainties, and time delays. Not only does the speed loop adopt a DOB-based feed-forward compensation method for improving the system disturbance rejection ability and robustness, but the flux, current, and torque predictions are also improved by using this technique. The simulation and experimental results verified the effectiveness of the proposed method.
AbstractList Finite-control-set-based predictive torque control (PTC) method has received more and more attention in recent years due to its fast torque response. However, it also has two drawbacks that could be improved. First, the torque reference in the cost function of the existing PTC method is generated by the proportional-integral speed controller, so torque reference's generation rate is not fast and its accuracy is low especially when the load torque is given suddenly and inertia value is varying. In addition, the variable prediction of the traditional PTC method depends on the system model, which also has the problem of parameter uncertainties. This paper investigates a disturbance observer (DOB)-based PTC approach for induction motor systems subject to load torque disturbances, parameter uncertainties, and time delays. Not only does the speed loop adopt a DOB-based feed-forward compensation method for improving the system disturbance rejection ability and robustness, but the flux, current, and torque predictions are also improved by using this technique. The simulation and experimental results verified the effectiveness of the proposed method.
Author Wang, Junxiao
Zhang, Zhenbin
Rodriguez, Jose
Wang, Fengxiang
Li, Shihua
Author_xml – sequence: 1
  givenname: Junxiao
  surname: Wang
  fullname: Wang, Junxiao
  email: wangjunxiao19860128@126.com
  organization: College of Information Engineering, Zhejiang University of Technology, Hangzhou, China
– sequence: 2
  givenname: Fengxiang
  surname: Wang
  fullname: Wang, Fengxiang
  email: fengxiang.wang@tum.de
  organization: Quanzhou Institute of Equipment Manufacturing, Haixi Institutes, Chinese Academy of Sciences, Jinjiang, China
– sequence: 3
  givenname: Zhenbin
  surname: Zhang
  fullname: Zhang, Zhenbin
  email: zhenbin.zhang@tum.de
  organization: College of Information Engineering, Zhejiang University of Technology, Hangzhou, China
– sequence: 4
  givenname: Shihua
  surname: Li
  fullname: Li, Shihua
  email: lsh@seu.edu.cn
  organization: College of Information Engineering, Zhejiang University of Technology, Hangzhou, China
– sequence: 5
  givenname: Jose
  surname: Rodriguez
  fullname: Rodriguez, Jose
  email: jrp@usm.cl
  organization: College of Information Engineering, Zhejiang University of Technology, Hangzhou, China
BookMark eNp9kE9LJDEQxcOisP7Z-8JeAp57TCXTnclRx1EbFJd19tyk09UamU7GJC34PfzAZhxR8OApFd579YrfPtlx3iEhv4FNAJg6Xtb1hDOQE15JxWfiB9kDNYWCsZLt5LksoRCciZ9kP8YHxoRkQu2RlzOM9s5R7TpaD-sVDuiSTtY76nt6ZmMaQ6udQTr3wxpdfNOKUx2xowt3v5E6-s-3Y0z03DqbNk6Xgl_RW0z0b8DOmmSfkC59eBw_1d4HWrtuNG9l1z7l_-1zTDjEQ7Lb61XEX-_vAfl_vljOL4urm4t6fnJVGK4gFRpk1RoA3XIDqFoB2uhWyYpD1SvZz9hUgZhKZKVpe2SCoxCiE7xXpixZJw7I0XbvOvh8WkzNgx-Dy5VNZifLHOcqu9jWZYKPMWDfrIMddHhugDUb9k1m32zYN-_sc6T6EjF2SzUFbVffBf9sgxYRP3rkTE5BzsQrqx2VjQ
CODEN ITIICH
CitedBy_id crossref_primary_10_1109_ACCESS_2021_3117860
crossref_primary_10_1002_rnc_4368
crossref_primary_10_1016_j_rineng_2024_102223
crossref_primary_10_1109_TIE_2018_2885717
crossref_primary_10_1109_TEC_2020_3006225
crossref_primary_10_1109_TIE_2022_3169831
crossref_primary_10_1109_TII_2018_2818153
crossref_primary_10_1109_ACCESS_2021_3100506
crossref_primary_10_1109_TPEL_2020_2980930
crossref_primary_10_1109_TCST_2022_3193500
crossref_primary_10_1080_00207217_2021_1964615
crossref_primary_10_1109_TPEL_2023_3328427
crossref_primary_10_1109_ACCESS_2021_3072959
crossref_primary_10_1109_TII_2018_2804351
crossref_primary_10_1109_ACCESS_2021_3098946
crossref_primary_10_1016_j_ifacol_2019_08_154
crossref_primary_10_1038_s41598_024_65988_0
crossref_primary_10_1049_iet_epa_2019_0108
crossref_primary_10_3390_en12152871
crossref_primary_10_3390_act10060132
crossref_primary_10_1109_TIE_2020_3013753
crossref_primary_10_3390_electronics13244969
crossref_primary_10_1109_TPEL_2021_3086636
crossref_primary_10_1109_ACCESS_2020_3003005
crossref_primary_10_29252_joc_12_1_13
crossref_primary_10_1109_TIE_2020_2973904
crossref_primary_10_1109_TPEL_2021_3050825
crossref_primary_10_1109_TPEL_2019_2939283
crossref_primary_10_1016_j_ijepes_2023_109674
crossref_primary_10_1109_TPEL_2019_2943016
crossref_primary_10_1155_2018_8925838
crossref_primary_10_1007_s12555_019_0215_1
crossref_primary_10_1109_TAC_2021_3133376
crossref_primary_10_1109_TPEL_2020_2992784
crossref_primary_10_1109_TPEL_2023_3304950
crossref_primary_10_1109_TEC_2018_2872626
crossref_primary_10_1007_s43236_020_00056_0
crossref_primary_10_1016_j_ijepes_2021_106798
crossref_primary_10_1049_iet_epa_2020_0485
crossref_primary_10_1115_1_4041097
crossref_primary_10_1109_TTE_2022_3148412
crossref_primary_10_1109_TIE_2018_2829673
crossref_primary_10_1109_TIE_2020_3044791
crossref_primary_10_1109_TPEL_2021_3080129
crossref_primary_10_1109_TPEL_2022_3198990
crossref_primary_10_1002_asjc_2148
crossref_primary_10_1109_TPEL_2018_2842743
crossref_primary_10_1109_TPEL_2020_3042181
crossref_primary_10_3390_pr9040710
crossref_primary_10_1109_TIE_2020_2969107
crossref_primary_10_1049_elp2_12003
crossref_primary_10_1049_elp2_12168
crossref_primary_10_1109_ACCESS_2020_2968949
crossref_primary_10_1109_OJIA_2021_3074502
crossref_primary_10_1109_TPEL_2021_3054242
crossref_primary_10_1109_TPEL_2021_3118270
crossref_primary_10_1049_iet_pel_2018_5750
crossref_primary_10_1109_TII_2019_2939656
crossref_primary_10_1002_2050_7038_12927
crossref_primary_10_1016_j_ijepes_2022_108509
crossref_primary_10_1109_TIA_2021_3131973
crossref_primary_10_1109_TTE_2021_3083074
crossref_primary_10_1109_TPEL_2020_2981914
crossref_primary_10_1007_s43236_020_00197_2
crossref_primary_10_1109_TIE_2019_2955433
crossref_primary_10_1109_TIE_2019_2912785
crossref_primary_10_1109_TPEL_2019_2904542
crossref_primary_10_1109_TPEL_2021_3098948
crossref_primary_10_1109_TPEL_2019_2962857
Cites_doi 10.1109/TEC.2015.2480961
10.1109/TIA.2004.824441
10.1109/TIE.2004.831717
10.1109/TIE.2016.2515072
10.1109/TIE.2016.2547907
10.1109/TPEL.2012.2204277
10.1109/TIE.2008.2007030
10.1109/TIE.2007.892628
10.1109/TIE.2005.862324
10.1109/TPEL.2010.2043543
10.1109/TIE.2008.2011621
10.1109/TII.2012.2227265
10.1002/9781119941446
10.1109/TIE.2005.855679
10.1109/TMECH.2004.839034
10.1109/TIE.2015.2478397
10.1109/TPEL.2015.2498306
10.1109/TIE.2009.2024655
10.1109/TIE.2016.2535958
10.1109/TIA.2013.2262255
10.1109/TII.2012.2223706
10.1109/TIE.2015.2504347
10.1109/TIE.2008.2007480
10.1109/TIE.2006.888802
10.1109/TIE.2016.2519327
10.1109/TPEL.2010.2040839
10.1109/TPEL.2016.2581026
10.1109/TPEL.2015.2416207
10.1109/TII.2015.2423154
10.1109/TPEL.2011.2179812
10.1109/TIE.2011.2162217
10.1109/TIE.2016.2583412
10.1109/TPEL.2014.2298041
10.1109/TIE.2013.2276039
10.1109/ROBOT.1987.1087996
10.1109/TIE.2012.2188252
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2017
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2017
DBID 97E
RIA
RIE
AAYXX
CITATION
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
DOI 10.1109/TII.2017.2679283
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Technology Research Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
DatabaseTitle CrossRef
Technology Research Database
Computer and Information Systems Abstracts – Academic
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts Professional
DatabaseTitleList
Technology Research Database
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 1941-0050
EndPage 2656
ExternalDocumentID 10_1109_TII_2017_2679283
7874178
Genre orig-research
GrantInformation_xml – fundername: National Natural Science Foundation (NNSF) of China
  grantid: 61473080; 51507172
  funderid: 10.13039/501100001809
– fundername: China Scholarship Council; Chinese Scholarship Council
  funderid: 10.13039/501100004543
GroupedDBID 0R~
29I
4.4
5GY
5VS
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFS
ACIWK
AENEX
AETIX
AGQYO
AGSQL
AHBIQ
AKJIK
AKQYR
ALMA_UNASSIGNED_HOLDINGS
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
EBS
EJD
HZ~
IFIPE
IPLJI
JAVBF
LAI
M43
O9-
OCL
P2P
RIA
RIE
RNS
AAYXX
CITATION
RIG
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c291t-a176bc11ab2c1e9b31acab976216f97f80491347e05cbfe032e333d32f9c550d3
IEDL.DBID RIE
ISSN 1551-3203
IngestDate Mon Jun 30 03:57:39 EDT 2025
Tue Jul 01 03:06:08 EDT 2025
Thu Apr 24 22:59:40 EDT 2025
Wed Aug 27 08:33:13 EDT 2025
IsPeerReviewed false
IsScholarly true
Issue 5
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c291t-a176bc11ab2c1e9b31acab976216f97f80491347e05cbfe032e333d32f9c550d3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
PQID 1947549129
PQPubID 85507
PageCount 12
ParticipantIDs proquest_journals_1947549129
crossref_primary_10_1109_TII_2017_2679283
crossref_citationtrail_10_1109_TII_2017_2679283
ieee_primary_7874178
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2017-10-01
PublicationDateYYYYMMDD 2017-10-01
PublicationDate_xml – month: 10
  year: 2017
  text: 2017-10-01
  day: 01
PublicationDecade 2010
PublicationPlace Piscataway
PublicationPlace_xml – name: Piscataway
PublicationTitle IEEE transactions on industrial informatics
PublicationTitleAbbrev TII
PublicationYear 2017
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 ref35
ref13
ref12
ref37
ref15
ref36
ref14
ref30
ref33
ref11
ref32
ref10
ref2
ref1
ref17
ref16
ref19
ref18
li (ref31) 2009; 56
ref24
ref23
ref26
ref25
ref20
ref22
ref21
ref28
ref27
ref29
ref8
ref7
khail (ref38) 2002
ref9
ref4
ref3
li (ref34) 2014
ref6
ref5
References_xml – ident: ref28
  doi: 10.1109/TEC.2015.2480961
– ident: ref7
  doi: 10.1109/TIA.2004.824441
– ident: ref1
  doi: 10.1109/TIE.2004.831717
– ident: ref25
  doi: 10.1109/TIE.2016.2515072
– ident: ref6
  doi: 10.1109/TIE.2016.2547907
– ident: ref11
  doi: 10.1109/TPEL.2012.2204277
– ident: ref15
  doi: 10.1109/TIE.2008.2007030
– ident: ref8
  doi: 10.1109/TIE.2007.892628
– ident: ref20
  doi: 10.1109/TIE.2005.862324
– ident: ref3
  doi: 10.1109/TPEL.2010.2043543
– ident: ref30
  doi: 10.1109/TIE.2008.2011621
– ident: ref12
  doi: 10.1109/TII.2012.2227265
– ident: ref26
  doi: 10.1002/9781119941446
– year: 2002
  ident: ref38
  publication-title: Nonlinear Systems
– ident: ref35
  doi: 10.1109/TIE.2005.855679
– ident: ref33
  doi: 10.1109/TMECH.2004.839034
– ident: ref37
  doi: 10.1109/TIE.2015.2478397
– ident: ref22
  doi: 10.1109/TPEL.2015.2498306
– volume: 56
  start-page: 3050
  year: 2009
  ident: ref31
  article-title: Adaptive speed control for permanent-magnet synchronous motor system with variations of load inertia
  publication-title: IEEE Trans Ind Electron
  doi: 10.1109/TIE.2009.2024655
– ident: ref2
  doi: 10.1109/TIE.2016.2535958
– year: 2014
  ident: ref34
  publication-title: Disturbance Observer-based Control Methods and Applications
– ident: ref16
  doi: 10.1109/TIA.2013.2262255
– ident: ref17
  doi: 10.1109/TII.2012.2223706
– ident: ref19
  doi: 10.1109/TIE.2015.2504347
– ident: ref9
  doi: 10.1109/TIE.2008.2007480
– ident: ref24
  doi: 10.1109/TIE.2006.888802
– ident: ref10
  doi: 10.1109/TIE.2016.2519327
– ident: ref13
  doi: 10.1109/TPEL.2010.2040839
– ident: ref5
  doi: 10.1109/TPEL.2016.2581026
– ident: ref21
  doi: 10.1109/TPEL.2015.2416207
– ident: ref18
  doi: 10.1109/TII.2015.2423154
– ident: ref14
  doi: 10.1109/TPEL.2011.2179812
– ident: ref32
  doi: 10.1109/TIE.2011.2162217
– ident: ref29
  doi: 10.1109/TIE.2016.2583412
– ident: ref23
  doi: 10.1109/TPEL.2014.2298041
– ident: ref4
  doi: 10.1109/TIE.2013.2276039
– ident: ref36
  doi: 10.1109/ROBOT.1987.1087996
– ident: ref27
  doi: 10.1109/TIE.2012.2188252
SSID ssj0037039
Score 2.4898448
Snippet Finite-control-set-based predictive torque control (PTC) method has received more and more attention in recent years due to its fast torque response. However,...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 2645
SubjectTerms Compensation
Computer simulation
Control systems
disturbance observer (DOB)
Disturbance observers
Disturbance rejection ability
finite control set
induction motor (IM)
Induction motors
Inverters
Load modeling
Observers
Predictive control
predictive torque control (PTC)
Robust control
Robustness
Stators
Torque
Title Design and Implementation of Disturbance Compensation-Based Enhanced Robust Finite Control Set Predictive Torque Control for Induction Motor Systems
URI https://ieeexplore.ieee.org/document/7874178
https://www.proquest.com/docview/1947549129
Volume 13
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwEB61PcGBAgWxUJAPXJDwbhw_Eh9L21WLtAjBVuotip2JQLQJ2iaX_g5-cMdOsuIlxC2SH3I0k5n54plvAF47TVDHS8VFjYor7QW36DOeoDfkLxBdZGJafTBnF-r9pb7cgbfbWhhEjMlnOA-P8S6_an0ffpUtSLmUyPJd2CXgNtRqTVZXkubayI2qBZdpIqcrycQu1ufnIYcrm6cms2kuf3FBsafKH4Y4epflPqymcw1JJd_mfefm_vY3ysb_PfhDeDCGmexo0ItHsIPNY7j_E_ngAfw4ickbrGwqFjmCr8cypIa1NTsh8fcbF3SCBZtBaDeO8Xfk9ip22nyJqQPsU-v6m44tv4bYlR0Pie_sM3bs4ybcAQVrytbtht56O0pxMgstQ2JJBVu1BPvZyJz-BC6Wp-vjMz72aOA-taLjpciM80KULvUCrZOi9KWjGCcVprZZnRMCCdWqmGjvakxkilLKSqa19QSOKvkU9pq2wWfAcp2bWmkhtVWKtnBocrLHxlS1lmjcDBaT2Ao_EpiHPhpXRQQyiS1I0EUQdDEKegZvtiu-D-Qd_5h7EOS2nTeKbAaHk2YU49d9UwirMsLVFCo9__uqF3Av7D0k_R3CXrfp8SUFL517FbX2Dn7u7OE
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwEB6VcgAO5VEQCwV84IKEd-M4duIjtF3tQrdCsJV6i2JnIqpCgrbJpb-DH8zYSVa8hLhFsp04msk84m--AXhpFaU6TiZcVJjwRDnBDbqUR-g0-QtEG5iYVqd6cZa8O1fnO_B6WwuDiAF8hlN_Gc7yy8Z1_lfZjJQrEWl2A26S31eir9Ya7a4k3TWBHVUJLuNIjoeSkZmtl0uP4kqnsU5NnMlfnFDoqvKHKQ7-ZX4XVuPOeljJ5bRr7dRd_0ba-L9bvwd7Q6DJ3vSacR92sH4Ad36iH9yH70cBvsGKumSBJfjrUIhUs6ZiR6QA3cZ6rWDealC-G8b4W3J8JTuuPwfwAPvY2O6qZfMLH72ywx76zj5hyz5s_CmQt6ds3WzorbejFCkz3zQkFFWwVUOJPxu40x_C2fx4fbjgQ5cG7mIjWl6IVFsnRGFjJ9BYKQpXWIpyYqErk1YZ5SC-XhUj5WyFkYxRSlnKuDKO0qNSPoLduqnxMbBMZbpKlJDKJAndwqLOyCJrXVZKorYTmI1iy91AYe47aXzJQyoTmZwEnXtB54OgJ_Bqu-JbT9_xj7n7Xm7beYPIJnAwakY-fN9XuTBJSpk1BUtP_r7qBdxarFcn-cny9P1TuO2f00MAD2C33XT4jEKZ1j4PGvwD_TzwKg
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=Design+and+Implementation+of+Disturbance+Compensation-Based+Enhanced+Robust+Finite+Control+Set+Predictive+Torque+Control+for+Induction+Motor+Systems&rft.jtitle=IEEE+transactions+on+industrial+informatics&rft.au=Wang%2C+Junxiao&rft.au=Wang%2C+Fengxiang&rft.au=Zhang%2C+Zhenbin&rft.au=Li%2C+Shihua&rft.date=2017-10-01&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.issn=1551-3203&rft.eissn=1941-0050&rft.volume=13&rft.issue=5&rft.spage=2645&rft_id=info:doi/10.1109%2FTII.2017.2679283&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1551-3203&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1551-3203&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1551-3203&client=summon