基于进化算法的被动车辆悬架系统设计

Yi-Pin Kuo, N. Pai, Jui-Sheng Lin, Ching-Yang Yang
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引用次数: 2

摘要

本文介绍了一种利用进化算法确定被动悬架系统最优非线性系统参数的方法,以使系统达到最佳性能。所选择的适应度函数是基于期望的性能,如簧载质量加速度,悬架挠度和轮胎挠度。在进化算法中引入动态步长算子对突变过程进行微调。仿真结果表明,与常用的被动悬架系统相比,该方法具有更好的平顺性和道路持稳性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Passive Vehicle Suspension System Design Using Evolutionary Algorithm
This paper describes a methodology to determine a set of optimum nonlinear system parameters for a passive suspension system (PSS) by using the evolutionary algorithms so that the best performance of the system can be achieved. The selected fitness functions are based on the desired performance such as sprung mass acceleration, suspension deflection, and tire deflection. A dynamic step-size operator is incorporated in the evolutionary algorithm for fine-tuning the mutation process. The simulation results show that the proposed method can provide better ride comfort and road holding ability in comparison with the commonly used passive suspension system.
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