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Fractional order controller design for a semi-active suspension system using Nelder-Mead optimization

机译:基于Nelder-Mead优化的半主动悬架系统的分数阶控制器设计

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This paper presents application of a fractional order controller for a semi-active suspension system integrated with magnetorheological fluid damper. A quarter-car model is used in this research and only vertical motion of the vehicle is considered. In order to control the nonlinear behavior of the magnetorheological fluid damper (MRD) to achieve the optimal suspension performance, two controllers are designed for the whole system, namely a system controller and a damper controller. A fractional order proportional integral derivative (PID) controller is used as the system controller and a continuous state controller is employed as the damper controller. The Nelder-Mead optimization is adapted to tune the controller parameters according to the desire performance criteria. Simulation results clearly shows effectiveness of the proposed controllers as compared to a passive system and a traditional PID controlled MRD suspension system.
机译:本文提出了分数阶控制器在集成磁流变流体阻尼器的半主动悬架系统中的应用。本研究使用四分之一车模型,并且仅考虑车辆的垂直运动。为了控制磁流变流体阻尼器(MRD)的非线性行为以获得最佳的悬挂性能,为整个系统设计了两个控制器,即系统控制器和阻尼器控制器。分数阶比例积分微分(PID)控制器用作系统控制器,而连续状态控制器用作阻尼器控制器。 Nelder-Mead优化适用于根据期望的性能标准调整控制器参数。仿真结果清楚地表明,与无源系统和传统的PID控制的MRD悬架系统相比,所提出的控制器的有效性。

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