采用遗传算法对废水处理过程进行鲁棒PID控制器设计

Xinghong Qiao, Fei Luo, Yuge Xu
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引用次数: 8

摘要

针对污水处理系统,提出了一种新的H∞鲁棒PID综合方法。在操作方面,简化模型是通过简化活性污泥模型1 (ASM1)得到的。本文的主要目的是合成一种鲁棒PID控制结构,使底物浓度和溶解氧浓度在各种干扰下都能规律地保持在标准以下。与传统的设计方法不同,鲁棒PID控制器是基于H∞规范并结合遗传算法(GA)进行设计的。在H∞规范约束下,采用遗传算法对优化后的PID控制器参数进行整定。仿真结果表明,该闭环污水处理控制系统满足给定的多个H∞规范,具有快速的跟踪能力和良好的克服噪声干扰的能力。所提出的思想也可用于处理许多复杂的输出反馈控制问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust PID controller design using genetic algorithm for wastewater treatment process
A novel approach for H∞ robust PID synthesis is developed for wastewater treatment system. In operational terms, the simplification model is obtained by simplifying the Activated Sludge Model No.1 (ASM1). The main objective of this paper is to synthesize a robust PID control structure, which keep the substrate concentration and dissolved oxygen concentration below standards by law with the various disturbances. Different from the traditional design method, the robust PID controller is designed based on the H∞ specifications in combination with a genetic algorithm (GA). The genetic algorithm is used to tune the optimized PID controller parameters constrained by H∞ specifications. The simulation results show that the closed-loop wastewater treatment control system satisfies given multiple H∞ specifications and has fast tracking ability and good ability to overcome the noise disturbance. The proposed idea also can be used to deal with many complex output feedback control problems.
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