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Design of signed distance method based fuzzy logic controller for TITO process

机译:基于符号距离法的TITO过程模糊控制器设计

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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.
机译:由于操纵变量和受控变量之间的交互作用(交互作用)非常高,因此MIMO系统非常复杂。进行调整时,控制参数的环路会相互影响,从而导致整个系统不稳定。为了克服这个困难,至关重要的是设计一种独特的控制方法,该方法可以有效地最小化或消除交互,从而使系统稳定。本文研究了基于符号距离法的模糊逻辑控制器的设计,该方法是在工业规模聚合(ISP)反应器上实现的,这是设计常规模糊逻辑控制器(CFLC)的改进策略。有符号距离方法通过减少传统模糊逻辑控制器的一对输入(误差及其微分),仅赋予单个输入(称为单输入模糊逻辑控制器),这是此高级方法的最大优势。它还显示了规则库表中的显着减少,这使得控制变量的调整变得容易。最后,根据基于SIFLC的改进方法获得的结果与直接综合PID控制器和传统的模糊逻辑控制器获得的结果进行比较。

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