PID controller optimized by using Genetic Algorithm for Active Suspension System of a Quarter car

Zineb Boulaaras, Abcelaziz Aouiche, K. Chafaa
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Abstract

This paper discusses the active suspension system of a quarter car model., which is modeled mathematically as two degrees of freedom. A combination of components and mechanisms ensure the comfort and safety of the driver and passengers in the car., the management and stability of the car depends generally to a large extent on the quality of the suspension., and this is why car manufacturers are turning to an adjustable suspension that can be adapted to any type of road surface as it controls vertical movement for car wheels. In this work we show how the active suspension can be improved using a classical proportional integral differential (PID) controller., tuning two methods., Ziegler Nichols and genetic algorithms (GA)., the simulation results were in accepted range using the genetic algorithm (GA) compared to Ziegler Nichols (ZN) approach., it presented a good compromising between the car ride comforts and handling performance.
采用遗传算法优化四分之一轿车主动悬架PID控制器
本文讨论了四分之一轿车的主动悬架系统。,其数学模型为两个自由度。组件和机制的组合确保了驾驶员和乘客在车内的舒适性和安全性。汽车的管理和稳定性一般在很大程度上取决于悬架的质量。这就是为什么汽车制造商正在转向一种可调节的悬架,它可以适应任何类型的路面,因为它可以控制汽车车轮的垂直运动。在这项工作中,我们展示了如何使用经典的比例积分微分(PID)控制器来改进主动悬架。,调优两种方法。Ziegler Nichols和遗传算法(GA)。与Ziegler Nichols (ZN)方法相比,遗传算法(GA)的仿真结果在可接受范围内。,它在汽车乘坐舒适性和操纵性能之间取得了很好的折衷。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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