Fuzzy Logic Intelligent Control System of Magnetic Bearings

S. Lei, A. Palazzolo, A. Kascak
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引用次数: 8

Abstract

This paper presents a fuzzy logic based intelligent control system applied to magnetic bearings. The core in the expert system is fuzzy logic controllers with Mamdani architecture. The fuzzy logic controllers for rub detection and automatic gain scheduling were implemented. The expert system not only provides a means to capture the run time data of the magnetic bearings, to process and monitor the parameters, and to diagnose malfunctions, but also protects the magnetic bearings from rub anomaly and implements the control on a real time basis.
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磁轴承模糊逻辑智能控制系统
提出了一种基于模糊逻辑的磁悬浮轴承智能控制系统。专家系统的核心是具有Mamdani结构的模糊逻辑控制器。实现了摩擦检测和自动增益调度的模糊逻辑控制器。专家系统不仅提供了一种捕获磁轴承运行时数据、处理和监测参数、诊断故障的手段,而且还可以保护磁轴承免受摩擦异常的影响,并实现实时控制。
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