基于符号距离法的TITO过程模糊控制器设计

A. Singh, P. Londhe
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引用次数: 4

摘要

由于被控变量和被控变量之间的相互作用非常大,MIMO系统非常复杂。在调整时,各回路控制参数相互影响,导致整个系统趋于不稳定。为了克服这一困难,设计一种独特的控制方法,有效地减少或消除相互作用,从而使系统稳定是至关重要的。本文提出了一种基于签名距离法的模糊控制器设计方法,并将其应用于工业规模聚合反应器,作为传统模糊控制器设计的改进策略。符号距离法通过减少传统模糊控制器的输入对(误差及其导数),只赋予单个输入(称为单输入模糊控制器),这是该先进方法的最大优点。它还显示了规则基表的显著减少,这使得控制变量的调优变得容易。最后,将基于SIFLC的修正方法与直接综合PID控制器和传统模糊控制器的结果进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of signed distance method based fuzzy logic controller for TITO process
MIMO Systems are complicated as the reciprocal action (interaction) between the Manipulated Variable and Controlled Variable is very high. On adjustment, the loops controlling parameters effects each others performance leading the whole system towards instability. To overcome this difficulty, it is crucial to design a unique control approach which minimizes or removes the interaction efficiently, thus making the system stable. This research paper presents the design of signed distance method based Fuzzy Logic Controller, implemented on Industrial Scale Polymerization (ISP)Reactor which is the modified strategy to design a Conventional Fuzzy Logic Controller (CFLC). The signed distance method imparts only a single input (known as Single Input Fuzzy Logic Controller) by reducing the pair of inputs (error and its derivative) of the traditional Fuzzy Logic Controller which is the biggest advantage of this advanced approach. It also shows noteworthy reduction in the rule base table which makes the tuning of control variables easy. Finally, the comparison is been done based on the results obtained by the SIFLC based modified approach with the results obtained by the Direct-Synthesis PID Controller and traditional Fuzzy Logic Controller.
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