监控模糊控制的通用系统架构

D. Linkens, M. Abbod
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引用次数: 8

摘要

提出了一种通用的监控系统架构,用于控制两种不同类型的系统;医疗系统和工业系统。它的结构是分层的,由一个由高层决策者监督的基层模糊逻辑控制器组成,该控制器采用模糊逻辑理论来表示用于监督工厂(包括控制器和过程)的人类专业知识。监控级任务包括调优、生成控制规则、故障检测和诊断,以及报警和监控系统。本文主要研究了系统中所包含的故障检测和诊断方法。给出了一个医疗系统的仿真结果。
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Generic system architecture for supervisory fuzzy control
A generic supervisory systems architecture is presented for control of two different types of systems; medical systems and industrial systems. It is structured in a hierarchical manner, consisting of a basic-level fuzzy logic controller supervised by a higher level decision-maker, which employs fuzzy logic theory to represent the human expertise used in supervising the plant including both the controller and the process. The supervisory level tasks consist of tuning, generating control rules, fault detection and diagnosis, together with an alarm and monitoring system. The paper is concerned more with the fault detection and diagnosis methods incorporated in the system. Simulation results for a medical system application are presented.
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