An Energy-Saving Torque Vectoring Control Strategy for Electric Vehicles Considering Handling Stability Under Extreme Conditions
Four-wheel independently actuated electric vehicles (FWIA EVs) allow variable distributions of driving torques among individual wheels to improve vehicle performance. To reduce energy consumption while ensuring handling stability, we propose an optimal torque vectoring control strategy based on a tw...
Saved in:
Published in | IEEE transactions on vehicular technology Vol. 69; no. 10; pp. 10787 - 10796 |
---|---|
Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
New York
IEEE
01.10.2020
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Four-wheel independently actuated electric vehicles (FWIA EVs) allow variable distributions of driving torques among individual wheels to improve vehicle performance. To reduce energy consumption while ensuring handling stability, we propose an optimal torque vectoring control strategy based on a two-level distribution formula. This strategy can naturally decouple front/rear axle torque vectoring from left/right torque vectoring and avoid the contradiction between stability and energy saving. First, considering the motor efficiency, the vehicle's total torque is optimally distributed to the front and rear axles based on model predictive control. Then, based on the front/rear axle distribution ratio, the left/right torque vectoring is revised to produce a suitable additional yaw moment to improve the handling stability. A sliding mode controller is designed to track the reference yaw rate calculated from a nonlinear reference model. The nonlinear reference model is more suitable for extreme conditions due to the accurate reflection of the nonlinear characteristics. A suitable additional yaw moment can ensure vehicle stability and avoid excessive energy consumption due to vehicle instability. The simulation and hardware-in-the-loop experimental results demonstrate that the proposed control strategy can reduce energy consumption while ensuring vehicle stability. |
---|---|
AbstractList | Four-wheel independently actuated electric vehicles (FWIA EVs) allow variable distributions of driving torques among individual wheels to improve vehicle performance. To reduce energy consumption while ensuring handling stability, we propose an optimal torque vectoring control strategy based on a two-level distribution formula. This strategy can naturally decouple front/rear axle torque vectoring from left/right torque vectoring and avoid the contradiction between stability and energy saving. First, considering the motor efficiency, the vehicle's total torque is optimally distributed to the front and rear axles based on model predictive control. Then, based on the front/rear axle distribution ratio, the left/right torque vectoring is revised to produce a suitable additional yaw moment to improve the handling stability. A sliding mode controller is designed to track the reference yaw rate calculated from a nonlinear reference model. The nonlinear reference model is more suitable for extreme conditions due to the accurate reflection of the nonlinear characteristics. A suitable additional yaw moment can ensure vehicle stability and avoid excessive energy consumption due to vehicle instability. The simulation and hardware-in-the-loop experimental results demonstrate that the proposed control strategy can reduce energy consumption while ensuring vehicle stability. |
Author | Li, Zihan Wang, Ping Chen, Hong Hu, Xiao |
Author_xml | – sequence: 1 givenname: Xiao orcidid: 0000-0002-5812-5979 surname: Hu fullname: Hu, Xiao email: huxiao19@mails.jlu.edu.cn organization: State Key Laboratory of Automotive Simulation and Control, Jilin University, Changchun, China – sequence: 2 givenname: Hong orcidid: 0000-0002-1724-8649 surname: Chen fullname: Chen, Hong email: chenh@jlu.edu.cn organization: School of Communication Engineering, Department of Control Science and Engineering, Jilin University, Changchun, China – sequence: 3 givenname: Zihan surname: Li fullname: Li, Zihan email: zihan18@mails.jlu.edu.cn organization: School of Communication Engineering, Department of Control Science and Engineering, Jilin University, Changchun, China – sequence: 4 givenname: Ping orcidid: 0000-0002-9947-1034 surname: Wang fullname: Wang, Ping email: wangping12@jlu.edu.cn organization: State Key Laboratory of Automotive Simulation and Control, Jilin University, Changchun, China |
BookMark | eNp9kDlPAzEQRi0EEiHQI9GsRL3BXh-JyygKh4REkaNd2d5xcLTYwWsQ6fjpeAmioKDyMe_ZM98ZOvbBA0KXBI8IwfJmuV6OKlzhEcWEyIocoQGRVJaScnmMBhiTSSk546forOu2-ciYJAP0OfXF3EPc7MuFend-UyxDfH2DYg0mhdhfzIJPMbTFIkWVYLMvbIjFvM316Ezmnp1poeuxzjXwrdwr37T9ZpGUdq1L-2Llc62Yf6QIL9DDjUsuK-foxKq2g4ufdYhWt_Pl7L58fLp7mE0fS0P5OJUq9y6MwGNBGFWKG2JBgdECN5obwLrStuFWW8uMJorpTFNBNLN0Yjid0CG6Pry7iyHP16V6G96iz1_WFeOCV2wylpkSB8rE0HURbG1cUn2jeXjX1gTXfdp1Trvu065_0s4i_iPuontRcf-fcnVQHAD84pIwKYSkX6vrj34 |
CODEN | ITVTAB |
CitedBy_id | crossref_primary_10_1049_iet_its_2020_0471 crossref_primary_10_1109_TVT_2023_3244808 crossref_primary_10_1177_09544062241256476 crossref_primary_10_1109_TIV_2023_3335251 crossref_primary_10_1109_TMECH_2024_3383230 crossref_primary_10_1109_TVT_2023_3321779 crossref_primary_10_3390_act13050170 crossref_primary_10_1109_TASE_2024_3362979 crossref_primary_10_3390_act10060122 crossref_primary_10_3390_en14196306 crossref_primary_10_1109_TVT_2024_3378154 crossref_primary_10_3390_app13148109 crossref_primary_10_1186_s10033_024_00999_6 crossref_primary_10_1109_TVT_2020_3040302 crossref_primary_10_2174_1872212116666220318094812 crossref_primary_10_1109_TMECH_2023_3274689 crossref_primary_10_1109_ACCESS_2024_3362236 crossref_primary_10_1007_s12239_024_00032_8 crossref_primary_10_1016_j_fmre_2021_07_010 crossref_primary_10_1016_j_ifacol_2024_11_151 crossref_primary_10_1002_rnc_7727 crossref_primary_10_1109_TTE_2021_3096992 crossref_primary_10_1016_j_conengprac_2022_105066 crossref_primary_10_1177_09544070211026185 crossref_primary_10_1177_09544070231157134 crossref_primary_10_1109_TVT_2023_3274591 crossref_primary_10_1007_s40430_023_04604_0 crossref_primary_10_1109_TMECH_2023_3249762 crossref_primary_10_1109_TIV_2023_3284220 crossref_primary_10_1109_TTE_2022_3231933 crossref_primary_10_1109_TVT_2023_3244980 crossref_primary_10_1109_TITS_2024_3494657 crossref_primary_10_1177_09544070231204104 crossref_primary_10_3390_machines11060640 crossref_primary_10_1109_TIV_2022_3165048 crossref_primary_10_1109_TCST_2023_3257682 |
Cites_doi | 10.1177/0954407017751788 10.1109/TIE.2017.2682024 10.1109/TVT.2016.2526663 10.1109/TVT.2017.2778067 10.1016/j.mechmachtheory.2019.103586 10.1109/TMECH.2019.2942621 10.1109/TVT.2019.2903872 10.1016/j.ymssp.2019.03.012 10.1080/00207721.2018.1460410 10.1109/ECC.2014.6862353 10.1080/00207721.2018.1479005 10.3390/en10070947 10.1177/0954407018756557 10.1109/TVT.2019.2950219 10.1016/j.ymssp.2017.08.042 10.1109/TVT.2017.2731525 10.1016/j.ifacol.2017.08.2189 10.1080/00423114.2015.1064972 10.1080/00423114.2014.991331 10.1016/S0005-1098(99)00214-9 10.1076/vesd.41.3.203.26510 10.1016/j.ejcon.2013.03.004 10.1007/s12555-017-0509-0 10.1109/TCST.2017.2753169 10.1007/s11081-018-9417-2 10.1080/00423114.2019.1585557 10.1080/00423114.2015.1028414 10.1016/j.conengprac.2015.12.012 10.1177/2041304110394558 10.3390/en12030388 10.1109/TVT.2020.2980169 10.1109/TVT.2012.2191627 10.1007/s11432-018-9519-x 10.1007/s12239-013-0084-1 10.1177/0954407019845717 10.1109/TCST.2012.2200826 10.1109/TVT.2014.2305475 |
ContentType | Journal Article |
Copyright | Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 |
Copyright_xml | – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 |
DBID | 97E RIA RIE AAYXX CITATION 7SP 8FD FR3 KR7 L7M |
DOI | 10.1109/TVT.2020.3011921 |
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 Engineering Research Database Civil Engineering Abstracts Advanced Technologies Database with Aerospace |
DatabaseTitle | CrossRef Civil Engineering Abstracts Engineering Research Database Technology Research Database Advanced Technologies Database with Aerospace Electronics & Communications Abstracts |
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 | 1939-9359 |
EndPage | 10796 |
ExternalDocumentID | 10_1109_TVT_2020_3011921 9149669 |
Genre | orig-research |
GrantInformation_xml | – fundername: National Natural Science Foundation of China grantid: 61790564; 61703176; U19A2069 funderid: 10.13039/501100001809 – fundername: People's Government of Jilin Province; Jilin Province funderid: 10.13039/501100003807 – fundername: Jilin University grantid: SXGJSF2017-2-1-1 funderid: 10.13039/501100004032 |
GroupedDBID | -~X .DC 0R~ 29I 3EH 4.4 5GY 5VS 6IK 97E AAIKC AAJGR AAMNW AARMG AASAJ AAWTH ABAZT ABQJQ ABVLG ACGFO ACGFS ACIWK 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 IAAWW IBMZZ ICLAB IFIPE IFJZH IPLJI JAVBF LAI M43 MS~ O9- OCL P2P RIA RIE RNS RXW TAE TN5 VH1 AAYOK AAYXX CITATION RIG 7SP 8FD FR3 KR7 L7M |
ID | FETCH-LOGICAL-c357t-a9546c6076143aa5c1feaecb60db5ce0b2bfd5fbff4cb1a4b46c361b4f38c5383 |
IEDL.DBID | RIE |
ISSN | 0018-9545 |
IngestDate | Mon Jun 30 10:19:52 EDT 2025 Tue Jul 01 01:44:09 EDT 2025 Thu Apr 24 22:50:55 EDT 2025 Wed Aug 27 02:31:54 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 10 |
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-c357t-a9546c6076143aa5c1feaecb60db5ce0b2bfd5fbff4cb1a4b46c361b4f38c5383 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
ORCID | 0000-0002-1724-8649 0000-0002-5812-5979 0000-0002-9947-1034 |
PQID | 2456524879 |
PQPubID | 85454 |
PageCount | 10 |
ParticipantIDs | ieee_primary_9149669 crossref_citationtrail_10_1109_TVT_2020_3011921 proquest_journals_2456524879 crossref_primary_10_1109_TVT_2020_3011921 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2020-10-01 |
PublicationDateYYYYMMDD | 2020-10-01 |
PublicationDate_xml | – month: 10 year: 2020 text: 2020-10-01 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | New York |
PublicationPlace_xml | – name: New York |
PublicationTitle | IEEE transactions on vehicular technology |
PublicationTitleAbbrev | TVT |
PublicationYear | 2020 |
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 ref34 ref12 ref15 ref36 ref14 pan (ref27) 2015; 53 ref31 ref33 ref11 ref32 ref10 ref2 ref1 ref39 ref17 ref38 ref16 ref19 ref18 inagaki (ref37) 1995; 16 ref24 ref23 ref26 ref25 ref22 ref21 ref28 ref29 ref8 chen (ref30) 2013 ref7 ref9 ref4 ref3 ref6 ref5 ke (ref20) 2018; 49 |
References_xml | – ident: ref11 doi: 10.1177/0954407017751788 – ident: ref8 doi: 10.1109/TIE.2017.2682024 – ident: ref19 doi: 10.1109/TVT.2016.2526663 – ident: ref12 doi: 10.1109/TVT.2017.2778067 – ident: ref21 doi: 10.1016/j.mechmachtheory.2019.103586 – ident: ref5 doi: 10.1109/TMECH.2019.2942621 – volume: 16 start-page: 216 year: 1995 ident: ref37 article-title: Analysis on vehicle stability in critical cornering using phase-plane method publication-title: JSAE Rev – start-page: 1 year: 2013 ident: ref30 publication-title: Model Predictive Control – ident: ref17 doi: 10.1109/TVT.2019.2903872 – ident: ref9 doi: 10.1016/j.ymssp.2019.03.012 – ident: ref23 doi: 10.1080/00207721.2018.1460410 – ident: ref36 doi: 10.1109/ECC.2014.6862353 – volume: 49 start-page: 1795 year: 2018 ident: ref20 article-title: MPC-based compensation control system for the yaw stability of distributed drive electric vehicle publication-title: Int J Syst Sci doi: 10.1080/00207721.2018.1479005 – ident: ref25 doi: 10.3390/en10070947 – ident: ref39 doi: 10.1177/0954407018756557 – ident: ref2 doi: 10.1109/TVT.2019.2950219 – ident: ref18 doi: 10.1016/j.ymssp.2017.08.042 – ident: ref32 doi: 10.1109/TVT.2017.2731525 – ident: ref26 doi: 10.1016/j.ifacol.2017.08.2189 – ident: ref16 doi: 10.1080/00423114.2015.1064972 – volume: 53 start-page: 215 year: 2015 ident: ref27 article-title: A novel integrated chassis controller for full drive-by-wire vehicles publication-title: Veh Syst Dyn doi: 10.1080/00423114.2014.991331 – ident: ref31 doi: 10.1016/S0005-1098(99)00214-9 – ident: ref22 doi: 10.1076/vesd.41.3.203.26510 – ident: ref6 doi: 10.1016/j.ejcon.2013.03.004 – ident: ref24 doi: 10.1007/s12555-017-0509-0 – ident: ref15 doi: 10.1109/TCST.2017.2753169 – ident: ref35 doi: 10.1007/s11081-018-9417-2 – ident: ref38 doi: 10.1080/00423114.2019.1585557 – ident: ref33 doi: 10.1080/00423114.2015.1028414 – ident: ref13 doi: 10.1016/j.conengprac.2015.12.012 – ident: ref28 doi: 10.1177/2041304110394558 – ident: ref1 doi: 10.3390/en12030388 – ident: ref34 doi: 10.1109/TVT.2020.2980169 – ident: ref4 doi: 10.1109/TVT.2012.2191627 – ident: ref3 doi: 10.1007/s11432-018-9519-x – ident: ref10 doi: 10.1007/s12239-013-0084-1 – ident: ref29 doi: 10.1177/0954407019845717 – ident: ref14 doi: 10.1109/TCST.2012.2200826 – ident: ref7 doi: 10.1109/TVT.2014.2305475 |
SSID | ssj0014491 |
Score | 2.5021672 |
Snippet | Four-wheel independently actuated electric vehicles (FWIA EVs) allow variable distributions of driving torques among individual wheels to improve vehicle... |
SourceID | proquest crossref ieee |
SourceType | Aggregation Database Enrichment Source Index Database Publisher |
StartPage | 10787 |
SubjectTerms | Axles Control stability Control systems design Electric vehicles Energy conservation Energy consumption energy savings Four-wheel independently actuated electric vehicles Handling Hardware-in-the-loop simulation model predictive control Optimization Predictive control Shafts (machine elements) Sliding mode control Stability analysis Strategy Tires Torque torque distribution vehicle stability Wheels Yawing moments |
Title | An Energy-Saving Torque Vectoring Control Strategy for Electric Vehicles Considering Handling Stability Under Extreme Conditions |
URI | https://ieeexplore.ieee.org/document/9149669 https://www.proquest.com/docview/2456524879 |
Volume | 69 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3NS8MwFH9sO-nBrylOp-TgRbBb06apPY5RGYJe7MZupUlTFKWT2YHz5J_uS_qBX4iXtpSXEvpekt97-eU9gDOqzYQ7gZX5lFks4bYlUi-1XJYJ7qWKMWVYvrd8MmXXc2_egovmLIxSypDP1EA_mr38dCFXOlQ2DBDOcx60oY2OW3lWq9kxYKyqjkdxACMsqLck7WAYzSJ0BB30T3WCM4d-WYJMTZUfE7FZXa624abuV0kqeRysCjGQb99SNv634zuwVcFMMirtYhdaKt-DzU_JB7vwPspJaE7-WXeJDiuQaLHEzpGZCeTrF-OSx06qFLZrggiXhKZwzoNEuXvDqSN10U_dZKKzNugHRLGGd7smprQSCV8LHYrUwmlJE9uH6VUYjSdWVY_Bkq7nF1aC_5VLriMfzE0ST9JMJUoKbqfCk8oWjshSLxNZxqSgCRMo7XIqWOZeSpxY3QPo5ItcHQLxJeIwREbomwdMMTsJmI8XNBO8pdTuwbBWUSyrZOW6ZsZTbJwWO4hRqbFWalwptQfnTYvnMlHHH7JdraNGrlJPD_q1FcTVSH6Jzcawg25dcPR7q2PY0N8uCX596BTLlTpBoFKIU2OhH_Kx5j8 |
linkProvider | IEEE |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwED5BGYCBV0EUCnhgQSJtHo5LxqpKVaDtQlp1i2LHEQjUopJKlImfztl5iJcQS2JFZ8Xyne17fL4DOLeUmDDbM5KWRQ0aMdPgsRsbDk04c2NJqdQo3yHrjejNxJ2swGV5F0ZKqcFnsqGaOpYfz8RCucqaHqrzjHmrsIbnvmtnt7XKmAGleX08C5cwEhRBSdNrBuMATUEbLVSV4sy2vhxCuqrKj61Yny_dbRgUI8tgJY-NRcob4u1b0sb_Dn0HtnJFk7QzydiFFTndg81P6Qer8N6eEl_f_TPuIuVYIMFsjoMjY-3KVx86GZKd5ElslwR1XOLr0jkPAunuNaqOFGU_VZeeytugGqjHauTtkujiSsR_TZUzUhHHGVBsH0ZdP-j0jLwigyEct5UaEc4rE0z5PqgTRa6wEhlJwZkZc1dIk9s8id2EJwkV3IooR2qHWZwmzpXArdU5gMp0NpWHQFoCNTHUjdA696ikZuTRFj5QUPAVW2YNmgWLQpGnK1dVM55CbbaYXohMDRVTw5ypNbgoezxnqTr-oK0qHpV0OXtqUC-kIMzX8kuoQ8M2Gnbe0e-9zmC9Fwz6Yf96eHsMG-o_GdyvDpV0vpAnqLak_FRL6wccTemJ |
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=An+Energy-Saving+Torque+Vectoring+Control+Strategy+for+Electric+Vehicles+Considering+Handling+Stability+Under+Extreme+Conditions&rft.jtitle=IEEE+transactions+on+vehicular+technology&rft.au=Hu%2C+Xiao&rft.au=Chen%2C+Hong&rft.au=Li%2C+Zihan&rft.au=Wang%2C+Ping&rft.date=2020-10-01&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.issn=0018-9545&rft.eissn=1939-9359&rft.volume=69&rft.issue=10&rft.spage=10787&rft_id=info:doi/10.1109%2FTVT.2020.3011921&rft.externalDBID=NO_FULL_TEXT |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0018-9545&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0018-9545&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0018-9545&client=summon |