Design of a fuzzy controller with simplified architecture

M. E. Bordon, I. Silva, A. Souza
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引用次数: 1

Abstract

This work presents the design of a fuzzy controller with simplified architecture. This architecture tries to minimize the time processing used in the several stages of hazy modeling of systems and processes. The basic procedures of fuzzification and defuzzification are simplified to the maximum while the inference procedures are computed in private way. Therefore, the simplified architecture allows a fast and easy configuration of the fuzzy controller. All rules that define the control actions are determined by inference procedures and the defuzzification is made automatically using a simplified algorithm. The fuzzy controller operation is standardized and the control actions are previously calculated. For general-purpose application and results, the industrial systems of fluid flow control will be considered.
一种结构简化的模糊控制器设计
本文设计了一种结构简化的模糊控制器。该体系结构尽量减少系统和过程模糊建模的几个阶段所使用的时间处理。模糊化和去模糊化的基本过程被尽量简化,而推理过程则以私有方式计算。因此,简化的结构允许快速和容易地配置模糊控制器。所有定义控制动作的规则都由推理程序确定,并使用简化算法自动进行去模糊化。模糊控制器的操作是标准化的,控制动作是预先计算的。为了通用的应用和结果,将考虑流体流动控制的工业系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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