Rollover Prevention Control for In-wheel Motor Drive Vehicle Based on Model Prediction Control

doi:10.3969/j.issn.1000-1093.2021.01.002

Abstract

Abstract: An active anti-rollover control strategy based on the model predictive control is proposed for the rollover stability of 8×8 in-wheel motor drive vehicle. In order to make full use of the independent controllable characteristics of the torque and turning angle of each wheel, a hierarchical control structure is used to design a control strategy for the distribution of wheel angle and motor torque, and then design an active anti-rollover control strategy based on the model predictive control. And the rolling optimization algorithm is simplified to reduce the amount of calculation to ensure real-time performance. Through MATLAB/Simulink and Trucksim co-simulation and proportional model vehicle test, it is shown that the vehicle rollover instability can be avoided and the driver's desired travel trajectory can be tracked as well by using the proposed hierarchical control strategy and the active anti-rollover control strategy based on the model predictive control.

Key words: in-wheelmotordrivevehicle, modelpredictivecontrol, torquedistribution, handingstability, rolloverprevention

CLC Number:

TJ810.2

WANG Zhifu, BAI Jin, HUANG Kanglun, WANG Jun, WANG Yang, LIANG Changchun, WANG Rui. Rollover Prevention Control for In-wheel Motor Drive Vehicle Based on Model Prediction Control[J]. Acta Armamentarii, 2021, 42(1): 11-25.

References

［1］闫永宝, 张豫南, 颜南明, 等. 六轮独立驱动滑动转向车辆运动控制算法仿真研究［J］. 兵工学报, 2013, 34(11):1461-1468.
YAN Y B, ZHANG Y N, YAN N M, et al. Simulation study of motion control algorithm for a six wheel independent drive skid steering vehicle［J］. Acta Armamentarii, 2013, 34(11):1461-1468. (in Chinese)
［2］阳贵兵, 马晓军, 廖自力, 等. 轮毂电机驱动车辆双重转向直接横摆力矩控制［J］. 兵工学报, 2016, 37(2):211-218.
YANG G B, MA X J, LIAO Z L, et al. Direct yaw moment control in dual-steering for in-wheel motor drive vehicle［J］. Acta Armamentarii, 2016, 37(2):211-218. (in Chinese)
［3］闫永宝, 张豫南, 颜南明. 6×6电驱动轮式车辆驱动防滑控制研究［J］. 兵工学报, 2014, 35(9):1335-1343.
YAN Y B, ZHANG Y N, YAN N M. Research on acceleration slip regulation of 6×6 electrically-driven wheeled vehicle［J］. Acta Armamentarii, 2014, 35(9):1335-1343. (in Chinese)
［4］ SOLMAZ S, CORLESS M, SHORTEN R. A methodology for the design of robust rollover prevention controllers for automotive vehicles with active steering［J］. International Journal of Control, 2007, 80(11):1763-1779.
［5］ TRENT V, GREENE M E. A genetic algorithm predictor for vehicular rollover［C］∥Proceedings of the 28th Annual Conference of the Industrial Electronics Society. Sevilla, Spain: IEEE, 2002:1752-1756.
［6］ YAKUB F, MORI Y. Heavy vehicle stability and rollover prevention via switching model predictive control［J］. International Journal of Innovative Computing, Information and Control, 2015, 11(5): 1751-1764.
［7］金智林, 陈国钰, 赵万忠. 轮毂电机驱动电动汽车的侧翻稳定性分析与控制［J］. 中国机械工程, 2018, 29(15):1772-1779.
JIN Z L, CHEN G Y, ZHAO W Z. Rollover stability and control of in-wheel motor drive electric vehicles［J］. China Mechanical Engineering, 2018, 29(15):1772-1779. (in Chinese)
［8］祁炳楠, 王胜, 张思龙, 等. 基于能量法的分布式驱动电动汽车防侧翻控制［J］. 机械工程学报, 2019, 55(22):183-192.
QI B N, WANG S, ZHANG S L, et al. Anti-rollover control of distributed drive electric vehicle based on energy method［J］. Journal of Mechanical Engineering, 2019, 55(22):183-192. (in Chinese)
［9］王旭冉. 8×8轮毂电机全轮转向车辆操纵稳定性控制策略研究［D］. 北京:北京理工大学, 2018.
WANG X R. Study on control strategy of handling stability for an 8×8 in-wheel motor driven AWS electric vehicle［D］. Beijing:Beijing Institute of Technology, 2018. (in Chinese)
［10］ JI X W, HE X K, L C, et al. Adaptive-neural-network-based robust lateral motion control for autonomous vehicle at driving limits［J］. Control Engineering Practice, 2018, 76:41-53.
［11］刘秋生. 轮毂电机电动汽车实车平台及其驱动控制策略研究［D］. 成都:西华大学, 2016.
LIU Q S. Study on the laboratory vehicle platform of in-wheel motor driven electric vehicles and driving control strategies［D］. Chengdu:Xihua University, 2016. (in Chinese)
［12］张蕊. 8×8轮毂电机驱动车辆动力学与节能优化集成控制研究［D］. 北京:北京理工大学, 2016.
ZHANG R. Study on integrated vehicle dynamics and energy-saving optimal control of an 8×8 in-wheel motor driven vehicle［D］. Beijing:Beijing Institute of Technology, 2016. (in Chinese)
［13］ MOKHIAMAR O, ABE M. Effects of model response on model following type of combined lateral force and yaw moment control performance for active vehicle handling safety ［J］. JSAE Review, 2002, 23(4): 473-480.
［14］ MOKHIAMAR O, ABE M. Simultaneous optimal distribution of lateral and longitudinal tire forces for the model following control［J］. Journal of Dynamic Systems, Measurement and Control, 2004, 126(4): 753-63.
［15］贺宜, 褚端峰, 吴超仲, 等. 路面附着条件对车辆横向稳定性影响的量化分析［J］. 武汉理工大学学报（交通科学与工程版）, 2014,38(4):784-787.
HE Y, CHU D F, WU C Z, et al. Quantitative analysis of the impact of road adhesion conditions on the lateral stability of vehicles［J］. Journal of Wuhan University of Technology (Transportation Science and Engineering), 2014,38(4):784-787. (in Chinese)

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