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An approach for the robustness comparison between piecewise linear PID-like fuzzy and classical PID controllers

机译:分段线性类PID模糊控制器与经典PID控制器的鲁棒性比较方法

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摘要

The comparison of the stability robustness between the classical PID controller and two piecewise linear PID-like fuzzy controllers to the variations of the parameters in the second order plant is provided in this paper. The definition of a stability robust controller (to the parameter variations of the plant model) is presented. Then Kharitonov's theorem is applied to find the regions of robustness to the parameter variations for the control systems with different controllers. Based on the size of regions of robustness, the relative robustness factor is defined, and the robustness comparison is provided. For every classical PID controller with gain coefficients determined and fixed, it is shown that we can always design the piecewise linear PID-like fuzzy controllers to be more robust than the specific classical PID controller. The results of robustness comparison is further confirmed in the simulation included for the second order uncertain plant.
机译:本文将经典PID控制器和两个分段线性PID型模糊控制器之间的鲁棒性与二阶工厂中参数的变化进行了比较。给出了稳定性鲁棒控制器的定义(针对工厂模型的参数变化)。然后应用Kharitonov定理为具有不同控制器的控制系统找到参数变化的鲁棒性区域。基于鲁棒性区域的大小,定义了相对鲁棒性因子,并提供了鲁棒性比较。对于每个确定并固定增益系数的经典PID控制器,表明我们总是可以将分段线性PID型模糊控制器设计为比特定经典PID控制器更鲁棒。鲁棒性比较的结果在针对二阶不确定工厂的仿真中得到了进一步证实。

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