A New Methodology for Model Based Robust Fuzzy Digital PID Controller Design

D. S. Pires, G. L. de Oliveira Serra
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引用次数: 3

Abstract

In this paper, a robust fuzzy digital PID control strategy, via multiobjective genetic algorithm, based on the gain and phase margins specifications, with applications to uncertain dynamic systems with time delay, is proposed. A mathematical formulation based on the gain and phase margins, the fuzzy model and PID digital controller structures and the time delay of the uncertain dinamic system, is deduced. A multiobjective genetic strategy is defined to tune the fuzzy controller parameters so the gain and phase margins of the fuzzy control system are close to the specified ones. Computational results show the efficiency of the proposed methodology through the accuracy in the gain and phase margins of the PID control system compared to the specified ones and tracking of the reference trajectory.
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基于模型的鲁棒模糊数字PID控制器设计新方法
本文提出了一种基于增益和相位裕度规范的多目标遗传算法的鲁棒模糊数字PID控制策略,并将其应用于具有时滞的不确定动态系统。推导了基于增益和相位裕度、模糊模型和PID数字控制器结构以及不确定动态系统时滞的数学表达式。定义了一种多目标遗传策略来调整模糊控制器参数,使模糊控制系统的增益和相位裕度接近指定值。计算结果表明,通过PID控制系统的增益和相位裕度与指定控制系统的精度和参考轨迹的跟踪,所提出的方法是有效的。
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