基于粒子群算法的锥形罐液位过程模型参考自适应PI控制器

R. Raghuraman
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引用次数: 0

摘要

锥形罐多用于各种加工行业,如冶金行业、食品加工业、混凝土搅拌行业、废水处理行业等。锥形储罐的截面面积随水平面的变化,基本上是一个非线性过程。本文介绍了一种基于粒子群算法的模型参考自适应PI控制器在非线性锥形罐液位系统(CTLS)中的实现。建立了CTLS的数学模型,提出了基于粒子群算法的模型参考自适应(MRA) PI控制器。通过与基于遗传算法的MRA-PI、MRA-PI和传统PI控制器的比较,分析了该控制器在积分平方误差和积分绝对误差方面的性能。结果证明了所提控制器的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PSO Based Model Reference Adaptive PI Controller for a Conical Tank Level Process
Conical tanks are mostly used in various process industries, such as metallurgical industries, food processing industries, concrete mixing industries wastewater treatment industries etc. A conical tank is basically a nonlinear process as its area of cross section varies with respect to level. This paper describes the implementation of PSO based Model Reference Adaptive PI controller for a nonlinear Conical Tank Level System (CTLS). The mathematical model of CTLS is developed and PSO based Model Reference Adaptive (MRA) PI Controller is proposed for this level system. A result of proposed controller is compared with GA based MRA-PI, MRA-PI and conventional PI controllers to analyze the performance in terms of integral square error and Integral absolute error. The results proved that the superiority of proposed controller.
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