四轮车气动悬架系统和液压执行器的结合及遗传算法控制器的性能研究

Q3 Engineering
M. Mahmood, A. Nassar, H. M. Mohammad
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引用次数: 0

摘要

悬架系统是为乘客提供舒适性和稳定性的车辆的主要部件之一,而传统的被动悬架系统很难应对车辆所暴露的振动。空气悬架系统具有动态特性,可实现良好的道路操控性和舒适的驾乘体验,但在特定区域,由于这个原因,必须灵活地改变空气悬架的刚度。空气悬架的开发包括一个液压执行器,以产生额外的力来承受来自道路的振动。在用于非线性气动悬架系统的控制器、分数阶比例积分微分(FOPID)和模糊逻辑控制(FLC)的基础上,不断改进气动悬架的垂直加速度、道路保持和垂直位移等参数。利用遗传算法对非线性主动气动系统的三自由度进行控制器参数整定。带有控制器的模型仿真结果提高了悬架性能。当车辆在ISO B级道路上以72 km/h的速度行驶时,对所提出的主动气动系统和气动悬架系统进行了比较,以测试该系统抑制车身振动的能力和效率,从而提高安全性并在崎岖道路上提供舒适的行驶。根据仿真结果,改进后的悬架大大降低了垂直振动,增强了道路适应性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Study of Performance of Incorporating Pneumatic Suspension System with the Hydraulic Actuator for Quarter Car and Using Controllers with Genetic Algorithm
Suspension systems are one of the main parts of the vehicle that provide the passenger comfort and stability, while it is difficult for conventional passive suspension systems to cope with the vibrations to which the vehicle is exposed. Air suspension systems have a dynamic character that allows good handling of the road and a comfortable ride, but in a certain area for this reason the stiffness of the air suspension must be flexibly changed. The air suspension has been developed with the inclusion of a hydraulic actuator to create an additional force that withstands the incoming vibration from the road. The pneumatic suspension system parameters, such as vertical acceleration, road holding, and vertical displacement, are improved continuously based on the controllers that have been used for nonlinear pneumatic suspension systems, fractional order proportional integral derivative (FOPID), and fuzzy logic control (FLC). The genetic algorithm is utilized to tune the controller's parameters to the nonlinear active pneumatic system's 3-DOF. A model's simulation outcomes with controllers improved the suspension performance. The proposed active pneumatic system and pneumatic suspension systems are compared when a vehicle is traveling at a speed of 72 km/h on an ISO level B road to test the ability and efficiency of the system to suppress body vibration to enhance safety and provide a comfortable ride on rough roads. According to simulation results, the improved suspension substantially lowers vertical vibrations and enhances road adaptability.
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来源期刊
Instrumentation Mesure Metrologie
Instrumentation Mesure Metrologie Engineering-Engineering (miscellaneous)
CiteScore
1.70
自引率
0.00%
发文量
25
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