采用基于Nelder-Mead算法的ITAE最小准则调谐的滑模控制器控制TITO过程

IF 1 Q4 ENGINEERING, CHEMICAL
Govinda Kumar E, A. J.
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引用次数: 1

摘要

多输入多输出(MIMO)交互过程控制是过程工业中经常遇到的问题。这种MIMO过程采用传统的滑模控制器(SMC)控制,并采用基于积分平方误差(ISE)最小化准则的Nelder-Mead算法进行调谐。本文提出了一种基于积分时间绝对误差(ITAE)最小化准则的奈德-米德算法。以矩阵形式表示两输入两输出(TITO)过程模型的三类,每个矩阵元素表示一个一阶加死区时间(FOPDT)过程。这些TITO模型是根据FOPDT模型的死区时间与时间常数的比值ε进行分类的,后者构成了TITO模型的矩阵元素。结果表明,ε比大于1的TITO过程模型闭环性能较差,而应用于这些过程模型的传统SMC具有较好的闭环性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Control of TITO processes using sliding mode controller tuned by ITAE minimizing criterion based Nelder-Mead algorithm
Abstract Control of multi input and multi output (MIMO) process with interaction is often encountered in process industry. Such MIMO processes are controlled using conventional sliding mode controller (SMC) and tuned by integral square error (ISE) minimizing criterion based Nelder-Mead algorithm. SMC tuned by integral time absolute error (ITAE) minimization criterion based Nelder-Mead algorithm is proposed in this work. Three categories of two inputs and two outputs (TITO) process models are represented in the matrix form, with each of the matrix element representing a first order plus dead time (FOPDT) process. These TITO models are categorized based on the ratio ε, between dead time and time constant of the FOPDT model which forms the matrix element of the TITO model. The performance of conventional SMC is evaluated for these three categories of TITO models, in which the TITO process models with the ratio ε greater than the one, exhibited by poor closed loop performance, whereas the proposed SMC when applied to the these process models delivered superior closed loop performance.
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来源期刊
Chemical Product and Process Modeling
Chemical Product and Process Modeling ENGINEERING, CHEMICAL-
CiteScore
2.10
自引率
11.10%
发文量
27
期刊介绍: Chemical Product and Process Modeling (CPPM) is a quarterly journal that publishes theoretical and applied research on product and process design modeling, simulation and optimization. Thanks to its international editorial board, the journal assembles the best papers from around the world on to cover the gap between product and process. The journal brings together chemical and process engineering researchers, practitioners, and software developers in a new forum for the international modeling and simulation community. Topics: equation oriented and modular simulation optimization technology for process and materials design, new modeling techniques shortcut modeling and design approaches performance of commercial and in-house simulation and optimization tools challenges faced in industrial product and process simulation and optimization computational fluid dynamics environmental process, food and pharmaceutical modeling topics drawn from the substantial areas of overlap between modeling and mathematics applied to chemical products and processes.
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