Integrated Control Method for Drive Suspension Systems in Hub Motor-driven Electric Vehicles
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摘要: 本文对轮毂电机驱动式电动汽车驱动悬挂系统集成控制方法进行研究, 构建包含扭转振动模型、纵向振动模型及垂向振动模型的轮毂电机驱动式电动汽车耦合动力学模型及路面模型, 在此基础上, 设计模糊控制器、滑模控制器及PID控制器, 集成各控制器协调互补控制电动汽车的主动前轮转向、目标横摆力矩以及主动悬架, 实现对电动汽车驱动悬挂系统的集成控制。结果表明: 在该方法的集成协调控制下, 可以显著降低峰值处的车体侧向加速度与横摆角速度, 并实现质心垂向加速度与侧偏角的有效抑制, 提升电动汽车的综合性能, 显著改善汽车行驶中的悬架动行程与轮毂电机定转子位移, 提升汽车的操纵平稳性与乘坐舒适性, 并且可以降低汽车行驶时撞击限位的几率, 保障轮毂电机驱动式电动汽车的稳定行驶。Abstract: The integrated control method for a hub motor-driven EV drive suspension system is studied in this paper. The coupling-dynamic model of a hub motor-driven EV and road excitation model are constructed, including the torsional, longitudinal and vertical vibration models. Then, the fuzzy, sliding mode and proportional-integral-derivative controllers are designed on this basis, and each controller is integrated to coordinate and complementarily control the active front-wheel steering, target yaw moment and active suspension of an EV. The integrated control of the drive suspension system of an EV is realized. The results reveal that the lateral acceleration and yaw rate of the vehicle body at the peak can be significantly reduced under the integrated and coordinated control using this method. Moreover, the vertical acceleration and yaw angle of the mass centre can be effectively suppressed, and the comprehensive performance of the EV can be improved. This method can significantly improve the dynamic stroke of the suspension and the hub motor stator and rotor displacement during driving, improving the handling stability and ride comfort of the vehicle. Further, this method can reduce the probability of impact during vehicle driving and ensure the stable driving of a hub motor-driven EV.
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Key words:
- hub motor /
- drive suspension system /
- integrated control /
- PID controller /
- active suspension
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表 1 汽车仿真模型关键参数
参数名称 数值 轮毂电机定子质量 56.4 kg 轮胎质量 5.8 kg 车轮轮毂电机定转子转动惯量 0.38 kg·m2 轮胎径向阻尼 535 N·s/m 轮毂电机轴承刚度 4.8×105 N/m 轮胎表面纵向阻尼 1.16×105 N·s/m 轮胎旋转阻尼 16 N·s/m 空气悬架衬套阻尼 126 N·s/m 玻尔兹曼常量 1.4 空气弹簧起始横截面积 0.008 9 m2 车轮滚动半径 0.245 m 簧载质量 334 kg 轮胎的转动惯量 0.6 kg·m2 车轮轮毂电机转子质量 59.4 kg 空气弹簧起始容积 2.29×10-3 m3 轮胎旋转刚度 8.16×104 N/m 轮胎表面纵向刚度 1.04×106 N/m 轮胎垂直方向残余刚度 2.44×105 N/m 空气悬架衬套刚度 2.49×104 N/m 空气悬架减震器阻尼 2 200 N·s/m 空气弹簧起始气压 3.06×105 Pa 轮胎径向刚度 1.98×106 N/m -
[1] 李哲, 郑玲, 胡一明, 等. 轮毂驱动电动汽车振动负效应及抑制方法[J]. 重庆大学学报, 2019, 42(2): 20-29LI Z, ZHENG L, HU Y M, et al. Negative vibration effects of in-wheel motor electric vehicles and the method for suppressing them[J]. Journal of Chongqing University, 2019, 42(2): 20-29 (in Chinese) [2] 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 doi: 10.3969/j.issn.1004-132X.2018.15.002JIN 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) doi: 10.3969/j.issn.1004-132X.2018.15.002 [3] 汪若尘, 俞峰, 邵凯, 等. 集成电磁悬架的轮毂驱动电动车垂向振动抑制方法研究[J]. 农业机械学报, 2018, 49(7): 382-389WANG R C, YU F, SHAO K, et al. Design and performance analysis of electromagnetic suspension based on in-wheel motor car[J]. Transactions of the Chinese Society for Agricultural Machinery, 2018, 49(7): 382-389 (in Chinese) [4] 汪永嘉. 轮毂电机驱动电动汽车横摆稳定性控制[J]. 控制工程, 2021, 28(6): 1075-1085WANG Y J. Yaw stability control of electric vehicle driven by hub motor[J]. Control Engineering of China, 2021, 28(6): 1075-1085 (in Chinese) [5] 张志勇, 张风, 黄彩霞, 等. 轮毂电机驱动电动汽车的转向性能优化[J]. 汽车工程, 2018, 40(10): 1206-1214ZHANG Z Y, ZHANG F, HUANG C X, et al. Steering performance optimization of an in-wheel motor drive electric vehicle[J]. Automotive Engineering, 2018, 40(10): 1206-1214 (in Chinese) [6] 肖文文, 张缓缓, 轩飞虎. 轮毂电机驱动电动汽车的悬架定位参数优化分析[J]. 中国测试, 2018, 44(9): 148-152XIAO W W, ZHANG H H, XUAN F H. Optimization analysis of suspension positioning parameters for wheel hub motor drives electric vehicles[J]. China Measurement & Testing Technology, 2018, 44(9): 148-152 (in Chinese) [7] 张雷, 赵宪华, 王震坡. 四轮轮毂电机独立驱动电动汽车轨迹跟踪与横摆稳定性协调控制研究[J]. 汽车工程, 2020, 42(11): 1513-1521ZHANG L, ZHAO X H, WANG Z P. Study on coordinated control of trajectory tracking and yaw stability for autonomous four-wheel-independent-driving electric vehicles[J]. Automotive Engineering, 2020, 42(11): 1513-1521 (in Chinese) [8] 肖祥慧, 史可, 袁小芳. 基于模型预测控制的电动汽车轮毂电机转矩控制研究[J]. 电子学报, 2020, 48(5): 953-959XIAO X H, SHI K, YUAN X F. Model predictive controller-based in-wheel motor torque control system for distributed drive electric vehicle[J]. Acta Electronica Sinica, 2020, 48(5): 953-959 (in Chinese) [9] YIN G D, WANG Z, ZHANG Z, et al. Improving stability and comfort of an in-wheel motor drive electric vehicle via active suspensions[J]. International Journal of Heavy Vehicle Systems, 2019, 26(3-4): 494-514 [10] JEON N, LEE H. Integrated fault diagnosis algorithm for driving motor of in-wheel independent drive electric vehicle[J]. Transaction of the Korean Society of Automotive Engineers, 2016, 24(1): 99-111 [11] WANG W W, ZHANG W, ZHAO Y F. Integrated stability control strategy of in-wheel motor driven electric bus[J]. International Journal of Automotive Technology, 2020, 21(4): 919-929 [12] 张征, 马晓军, 刘春光, 等. 基于分层模型的轮毂电机驱动车辆直接横摆力矩控制[J]. 农业机械学报, 2019, 50(12): 387-394ZHANG Z, MA X J, LIU C G, et al. Direct yaw moment control based on hierarchical model for in-wheel motor drive vehicles[J]. Transactions of the Chinese Society for Agricultural Machinery, 2019, 50(12): 387-394 (in Chinese) [13] 钟国旗, 刘志远, 何朕, 等. 基于分布式预测控制的轮毂电机电动汽车横摆稳定控制[J]. 电机与控制学报, 2018, 22(7): 107-117ZHONG G Q, LIU Z Y, HE Z, et al. Yaw stability control for electric vehicle with in-wheel motors based on distributed model predictive control[J]. Electric Machines and Control, 2018, 22(7): 107-117 (in Chinese) [14] AHMAD I, GE X H, HAN Q L. Decentralized dynamic event-triggered communication and active suspension control of in-wheel motor driven electric vehicles with dynamic damping[J]. IEEE/CAA Journal of Automatica Sinica, 2021, 8(5): 971-986 [15] ZHAO P T, ZHANG H H, PENG B. The summary of the research on the compound braking strategy of four wheel hub motor drive electric vehicle[J]. Engineering, 2016, 8(7): 432-437 [16] MENG Q H, CHEN C C, WANG P, et al. Study on vehicle active suspension system control method based on homogeneous domination approach[J]. Asian Journal of Control, 2021, 23(1): 561-571