Hierarchical Braking Torque Control of In-Wheel-Motor-Driven Electric Vehicles Over CAN

This paper proposes a hierarchical braking torque control system design over controller area network (CAN) for electric vehicle with four in-wheel motors. Based on nonlinear tyre-road friction estimation, an adaptive braking torque control scheme is devised in the upper level controller to simultane...

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Main Authors: Wei Li, Xiaoyuan Zhu, Ji Ju
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8509570/
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spelling doaj-337f8163bb9a49198739e52aa0dc8e752021-03-29T21:27:00ZengIEEEIEEE Access2169-35362018-01-016651896519810.1109/ACCESS.2018.28779608509570Hierarchical Braking Torque Control of In-Wheel-Motor-Driven Electric Vehicles Over CANWei Li0Xiaoyuan Zhu1https://orcid.org/0000-0001-7012-5237Ji Ju2School of Logistical Engineering, Shanghai Maritime University, Shanghai, ChinaMerchant Marine College, Shanghai Maritime University, Shanghai, ChinaCollege of Information Engineering, Shanghai Maritime University, Shanghai, ChinaThis paper proposes a hierarchical braking torque control system design over controller area network (CAN) for electric vehicle with four in-wheel motors. Based on nonlinear tyre-road friction estimation, an adaptive braking torque control scheme is devised in the upper level controller to simultaneously regulate the wheel slip ratio for both front and rear wheels. While in the lower-level controller, a frequency-depended braking torque allocator is developed to dynamically distribute the braking torques command from upper level controller into friction braking torque and regenerative braking torque. A braking supervisor is established to enable or disable proposed hierarchical braking controller according to wheel slip ratio as well as vehicle speed condition. To avoid undesired discontinuities in braking torque signal when proposed braking controller is enabled abruptly, an initial value of the estimated tyre-road friction is rescaled additionally. Dedicated CAN bus module is built by using SimEvent toolbox, by which vehicle states as well as control signals can be transmitted and shared. Co-simulation by using MATLAB/Simulink and CarSim is conducted to demonstrate the effectiveness of the proposed hierarchical braking torque controller. Random CAN-induced delays are considered in the braking control process, by which the robustness of the proposed hierarchical braking controller is further verified.https://ieeexplore.ieee.org/document/8509570/Hierarchical braking torque controladaptive braking controlbraking torque allocationCAN-induced delayselectric vehicle with four in-wheel motors
collection DOAJ
language English
format Article
sources DOAJ
author Wei Li
Xiaoyuan Zhu
Ji Ju
spellingShingle Wei Li
Xiaoyuan Zhu
Ji Ju
Hierarchical Braking Torque Control of In-Wheel-Motor-Driven Electric Vehicles Over CAN
IEEE Access
Hierarchical braking torque control
adaptive braking control
braking torque allocation
CAN-induced delays
electric vehicle with four in-wheel motors
author_facet Wei Li
Xiaoyuan Zhu
Ji Ju
author_sort Wei Li
title Hierarchical Braking Torque Control of In-Wheel-Motor-Driven Electric Vehicles Over CAN
title_short Hierarchical Braking Torque Control of In-Wheel-Motor-Driven Electric Vehicles Over CAN
title_full Hierarchical Braking Torque Control of In-Wheel-Motor-Driven Electric Vehicles Over CAN
title_fullStr Hierarchical Braking Torque Control of In-Wheel-Motor-Driven Electric Vehicles Over CAN
title_full_unstemmed Hierarchical Braking Torque Control of In-Wheel-Motor-Driven Electric Vehicles Over CAN
title_sort hierarchical braking torque control of in-wheel-motor-driven electric vehicles over can
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2018-01-01
description This paper proposes a hierarchical braking torque control system design over controller area network (CAN) for electric vehicle with four in-wheel motors. Based on nonlinear tyre-road friction estimation, an adaptive braking torque control scheme is devised in the upper level controller to simultaneously regulate the wheel slip ratio for both front and rear wheels. While in the lower-level controller, a frequency-depended braking torque allocator is developed to dynamically distribute the braking torques command from upper level controller into friction braking torque and regenerative braking torque. A braking supervisor is established to enable or disable proposed hierarchical braking controller according to wheel slip ratio as well as vehicle speed condition. To avoid undesired discontinuities in braking torque signal when proposed braking controller is enabled abruptly, an initial value of the estimated tyre-road friction is rescaled additionally. Dedicated CAN bus module is built by using SimEvent toolbox, by which vehicle states as well as control signals can be transmitted and shared. Co-simulation by using MATLAB/Simulink and CarSim is conducted to demonstrate the effectiveness of the proposed hierarchical braking torque controller. Random CAN-induced delays are considered in the braking control process, by which the robustness of the proposed hierarchical braking controller is further verified.
topic Hierarchical braking torque control
adaptive braking control
braking torque allocation
CAN-induced delays
electric vehicle with four in-wheel motors
url https://ieeexplore.ieee.org/document/8509570/
work_keys_str_mv AT weili hierarchicalbrakingtorquecontrolofinwheelmotordrivenelectricvehiclesovercan
AT xiaoyuanzhu hierarchicalbrakingtorquecontrolofinwheelmotordrivenelectricvehiclesovercan
AT jiju hierarchicalbrakingtorquecontrolofinwheelmotordrivenelectricvehiclesovercan
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