磁流变液
阻尼器
卡西姆
汽车操纵
悬挂(拓扑)
磁流变阻尼器
工程类
车辆动力学
控制理论(社会学)
理论(学习稳定性)
有限元法
汽车工程
计算机科学
控制工程
结构工程
控制(管理)
数学
人工智能
同伦
机器学习
纯数学
作者
Xinxin Wei,Tianhong Yan,Shulin Liu
标识
DOI:10.1177/1045389x231195835
摘要
Due to the characteristics of smart material magnetorheological (MR) fluid, such as short response time and large controllable range, semi-active suspension based on MR fluid has been widely used. In order to improve the steering stability of vehicles, a semi-active suspension with tapered flow mode MR was proposed. The magnetic circuit of the proposed structure was designed, its dynamic model was established, and the finite element simulation analysis was carried out. By establishing the optimization objectives and constraints, the MR damper was optimized by NSGA-II and MOST algorithms. The vehicle dynamics model with MR damper was established, and the vehicle dynamics simulation was carried out under the control system based on the vehicle dynamics simulation software CarSim-Simulink before and after optimization. The results show that the NSGA-II optimized MR damper can reduce vehicle roll and significantly improve vehicle handling stability. This paper provides a new idea for improving vehicle handling stability by optimizing the MR damper.
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