Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Barari, Ali, Saraygord Afshari, Sajad, Liang, Xihui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
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
_version_ 1784727606173630464
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
work_keys_str_mv AT barariali coordinatedcontrolforpathfollowingofanautonomousfourinwheelmotordriveelectricvehicle
AT saraygordafsharisajad coordinatedcontrolforpathfollowingofanautonomousfourinwheelmotordriveelectricvehicle
AT liangxihui coordinatedcontrolforpathfollowingofanautonomousfourinwheelmotordriveelectricvehicle