直接驱动电液伺服系统的鲁棒模型预测位置控制

Haris Sheh Zad, A. Ulasyar, Adil Zohaib
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引用次数: 12

摘要

针对存在未知动力学和不确定非线性的直驱电液位置伺服系统,设计了鲁棒模型预测控制器(MPC)。由于直接驱动电液伺服系统存在死区非线性和饱和问题,因此PID控制器鲁棒性和自适应性较差。在MPC控制技术中,利用位置伺服系统的模型来预测被控对象的未来状态,从而优化控制信号。对所提出的控制器进行了系统未测量和测量扰动的不同情况下的测试。结果表明,该方法能够抑制实测和非实测高斯干扰,从而提高系统的位置跟踪性能。并将MPC与PID控制器的性能进行了比较。MPC控制器显著提高了位置伺服系统的控制精度、鲁棒性和响应速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Model Predictive position Control of direct drive electro-hydraulic servo system
In this paper a robust Model Predictive Controller (MPC) is designed for direct drive electro-hydraulic position servo system in presence of unknown dynamics and uncertain nonlinearities. While considering the nonlinearity of dead zone and also the saturation in direct drive electro-hydraulic servo system, the PID controller suffers from problem of poor robustness and also adaptability. In MPC control technique, model of the position servo system is used in order to predict the future evaluation of the plant for optimizing the control signal. The proposed controller is tested for different scenarios of unmeasured and measured disturbances to the system. The results presented show enhancement in the position tracking performance with the rejection of both measured disturbances and unmeasured Gaussian disturbances. The performance of MPC is also compared with PID controller. The control accuracy, robustness capability and response speed of the position servo system have been significantly improved with MPC controller.
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