The Effects of Nonlinearities on the Robustness of Various Controllers: Application on a DC Motor

M. Owayjan, R. A. Z. Daou, X. Moreau
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Abstract

Real life systems are mostly nonlinear. Controlling nonlinear systems is accomplished in several ways, mostly linearizing the system which may cause problems regarding the robustness of the controller. The controllers, on the other hand may be linear or nonlinear. This paper investigates the effects of nonlinearities on the robustness of various controllers (linear controllers, such as PID with first order derivative filter, state-feedback with integral control and, CRONE, and nonlinear controllers, such as smoothed first-order integral SMC) with an application on a DC motor. The motor’s model includes four types on nonlinearities (voltage saturation, current saturation, dead zone, and backlash deadband). The performance of the different controllers is presented and compared using the nonlinear model, the linearized model, uncertainty in the model, and harmonic load disturbance.
非线性对各种控制器鲁棒性的影响:在直流电机上的应用
现实生活中的系统大多是非线性的。非线性系统的控制有几种方法,主要是将系统线性化,这可能会导致控制器的鲁棒性问题。另一方面,控制器可以是线性的或非线性的。本文研究了非线性对各种控制器(线性控制器,如带一阶导数滤波器的PID,带积分控制的状态反馈和CRONE,以及非线性控制器,如光滑一阶积分SMC)的鲁棒性的影响,并应用于直流电机。该电机的非线性模型包括四种类型(电压饱和、电流饱和、死区和隙死带)。从非线性模型、线性化模型、模型的不确定性和谐波负载扰动等方面对不同控制器的性能进行了比较。
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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