Robust FOPID controller design by GWO for position tracking of an EHA System

Qian Shi, Hui Zhang
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Abstract

Hydraulic positioning systems are widely used in the areas of transportation, earth moving equipment, aircraft, and industry machinery with heavy duty applications. In these systems, nonlinear friction as a typical disturbance, is difficult to model and will influence the system performance. In this paper, we investigate the robust fractional-order PID (FOPID) control for position tracking of a fluid power ElectroHydraulic Actuator (EHA) system which is one type of hydraulic positioning systems. Firstly, the EHA model with friction force uncertainty is built. Then, the FOPID controller which is tuned by the grey wolf optimizer (GWO) is proposed. In the goal function for GWO, we take the uncertainty limits of friction force into consideration. The FOPID parameters are obtained by minimizing the goal function. The effectiveness of the proposed control approach is validated by simulation results in Matlab.
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基于GWO的EHA系统位置跟踪鲁棒FOPID控制器设计
液压定位系统广泛应用于运输、土方设备、飞机和重型工业机械等领域。在这些系统中,非线性摩擦作为一种典型的扰动,很难建模,而且会影响系统的性能。研究了一种基于分数阶PID (FOPID)的液压定位系统的位置跟踪控制方法。首先,建立了摩擦力不确定的EHA模型。然后,提出了由灰狼优化器(GWO)进行调谐的FOPID控制器。在GWO的目标函数中,考虑了摩擦力的不确定性极限。通过最小化目标函数得到FOPID参数。仿真结果验证了该控制方法的有效性。
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