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Coordinated control for path-following of an autonomous four in-wheel motor drive electric vehicle
Coordination of Active Front Steering (AFS) and Direct Yaw Moment Control (DYC) has been widely used for non-autonomous vehicle lateral stability control. Recently, some researchers used it (AFS/DYC) for path-following of autonomous vehicles. However, current controllers are not robust enough with r...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9198396/ https://www.ncbi.nlm.nih.gov/pubmed/35719241 http://dx.doi.org/10.1177/09544062211064797 |
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author | Barari, Ali Saraygord Afshari, Sajad Liang, Xihui |
author_facet | Barari, Ali Saraygord Afshari, Sajad Liang, Xihui |
author_sort | Barari, Ali |
collection | PubMed |
description | Coordination of Active Front Steering (AFS) and Direct Yaw Moment Control (DYC) has been widely used for non-autonomous vehicle lateral stability control. Recently, some researchers used it (AFS/DYC) for path-following of autonomous vehicles. However, current controllers are not robust enough with respect to uncertainties and different road conditions to guarantee lateral stability of Autonomous Four In-wheel Motor Drive Electric Vehicles. Thus, a coordinated control is proposed to address this issue. In this paper, a two-layer hierarchical control strategy is utilized. In the upper-layer, a self-tunable super-twisting sliding mode control is utilized to deal with parametric uncertainties, and a Model Predictive Control (MPC) is used in order to allocate the control action to each AFS and DYC. Parametric uncertainties of tires’ cornering stiffness, vehicle mass and moment of inertia are considered. Simulations with different road conditions for path-following scenario have been conducted in MATLAB/Simulink. An autonomous vehicle equipped with Four In-wheel Motor and two degrees of freedom vehicle dynamics model is used in this study. In the end, the performance of the proposed controller is compared with the MPC controller. Simulation results reveal that the proposed controller provides better path-following in comparison with the MPC controller. |
format | Online Article Text |
id | pubmed-9198396 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-91983962022-06-16 Coordinated control for path-following of an autonomous four in-wheel motor drive electric vehicle Barari, Ali Saraygord Afshari, Sajad Liang, Xihui Proc Inst Mech Eng C J Mech Eng Sci Transmissions, Machines and Vehicles Coordination of Active Front Steering (AFS) and Direct Yaw Moment Control (DYC) has been widely used for non-autonomous vehicle lateral stability control. Recently, some researchers used it (AFS/DYC) for path-following of autonomous vehicles. However, current controllers are not robust enough with respect to uncertainties and different road conditions to guarantee lateral stability of Autonomous Four In-wheel Motor Drive Electric Vehicles. Thus, a coordinated control is proposed to address this issue. In this paper, a two-layer hierarchical control strategy is utilized. In the upper-layer, a self-tunable super-twisting sliding mode control is utilized to deal with parametric uncertainties, and a Model Predictive Control (MPC) is used in order to allocate the control action to each AFS and DYC. Parametric uncertainties of tires’ cornering stiffness, vehicle mass and moment of inertia are considered. Simulations with different road conditions for path-following scenario have been conducted in MATLAB/Simulink. An autonomous vehicle equipped with Four In-wheel Motor and two degrees of freedom vehicle dynamics model is used in this study. In the end, the performance of the proposed controller is compared with the MPC controller. Simulation results reveal that the proposed controller provides better path-following in comparison with the MPC controller. SAGE Publications 2022-01-20 2022-06 /pmc/articles/PMC9198396/ /pubmed/35719241 http://dx.doi.org/10.1177/09544062211064797 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Transmissions, Machines and Vehicles Barari, Ali Saraygord Afshari, Sajad Liang, Xihui Coordinated control for path-following of an autonomous four in-wheel motor drive electric vehicle |
title | Coordinated control for path-following of an autonomous four in-wheel motor drive electric vehicle |
title_full | Coordinated control for path-following of an autonomous four in-wheel motor drive electric vehicle |
title_fullStr | Coordinated control for path-following of an autonomous four in-wheel motor drive electric vehicle |
title_full_unstemmed | Coordinated control for path-following of an autonomous four in-wheel motor drive electric vehicle |
title_short | Coordinated control for path-following of an autonomous four in-wheel motor drive electric vehicle |
title_sort | coordinated control for path-following of an autonomous four in-wheel motor drive electric vehicle |
topic | Transmissions, Machines and Vehicles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9198396/ https://www.ncbi.nlm.nih.gov/pubmed/35719241 http://dx.doi.org/10.1177/09544062211064797 |
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