CSTR过程的模糊控制

Nejoud Almalki Al-Jehani, H. Nounou, M. Nounou
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引用次数: 8

摘要

近年来,人们对满足工艺装置性能要求的方法提出了很高的要求,这使人们对过程控制这一主题产生了兴趣。由于对环境和安全条例、工厂效率和经济因素的高度重视,这一主题变得越来越重要。过程控制的首要目标是在满足环境和产品质量要求的同时,安全、高效地将过程保持在期望的运行状态[1]。这些过程的非线性特性需要常规控制以外的其他方法。模糊控制器是这种过程的一个实用的替代方案,并提供人类专家通过对其有直观的理解来控制过程的能力。模糊控制器是基于知识的控制器,在其设计和实现过程中不涉及或不需要过程的数学模型。本文研究了模糊控制在连续搅拌槽式反应器中的应用。本文从高度非线性的化学过程出发,论证了该方法的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy control of a CSTR process
In recent years, the high demand for methods to satisfy process plants performance requirements has shed the light on the subject of process control. This subject has become increasingly important as a result of the large emphasis placed on environmental and safety regulations, plant efficiency and economic factors. The primary objective of process control is to maintain a process at the desire operating conditions safely and efficiently, while satisfying environment and product quality requirements [1]. The nonlinear nature of these processes requires other methods than conventional control. Fuzzy controllers are a practical alternative for such processes and provide human experts the ability to control the process by having intuitive understanding of it. Fuzzy controllers are knowledge-based controllers and do not involve or require a mathematical model of the process throughout its design and implementation. This paper addresses the application of fuzzy control to a continually stirred tank reactor (CSTR). The paper demonstrates the feasibility of this method in light of a highly nonlinear chemical process as such.
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