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Adaptive robust repetitive control for a class of nonlinear systems with input deadzone

机译:具有输入死区的一类非线性系统的自适应鲁棒重复控制

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In this paper, an adaptive robust repetitive controller is presented for a class of nonlinear systems with input deadzone under the condition that system nonlinear uncertainties can not be parameterized. With the assumption that the desired trajectory is periodic, the non-parametric uncertainties are written as polynomials which contain periodic time-varying parameters that are estimated by periodic learning algorithms. The unknown parameters of the deadzone are estimated by using differential adaptive algorithms, and the remained bounded error item is treated by a robust approach. To be different from the existed repetitive control, a new variable—periodic number is introduced into the robust part of the controller such that the tracking error decreases with increasing of the periodic number by the utilization of the characteristic of repetitiveness. The theoretical analysis shows that the system output is ultimately convergence to the desired periodic trajectory and all signals in the closed-loop systems are bounded.
机译:本文针对一类具有输入死区的非线性系统,在无法确定系统非线性不确定性的条件下,提出了一种自适应鲁棒重复控制器。假设所需轨迹是周期性的,则将非参数不确定性写为多项式,其中包含由周期性学习算法估算的周期性时变参数。通过使用差分自适应算法估计死区的未知参数,并通过鲁棒方法处理剩余的边界误差项。为了不同于现有的重复控制,将新的变量-周期数引入到控制器的鲁棒性部分中,使得通过利用重复性的特性,跟踪误差随着周期数的增加而减小。理论分析表明,系统输出最终收敛到所需的周期性轨迹,并且闭环系统中的所有信号都受到限制。

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