A Mathematical Model of Magnetic Bearing Control Based on Fuzzy Logic and Single Neuron

Zhenhe Wang, Shao Guo, Fuyuan Zhang
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引用次数: 1

Abstract

This paper presents design and simulation of a controller which combines the fuzzy control with single neuron control in order to improve the dynamic performance and disturbance rejection ability. The proposed controller overcomes the defaults of the fuzzy logic control which has steady state error as well as the single neuron control which has unsatisfied dynamic performance. Simulation results demonstrate that the controller has improved not only the dynamic performance of AMB system but also the disturbance rejection ability.
基于模糊逻辑和单神经元的磁轴承控制数学模型
为了提高系统的动态性能和抗扰能力,本文设计并仿真了一种将模糊控制与单神经元控制相结合的控制器。该控制器克服了模糊逻辑控制存在稳态误差和单神经元控制存在动态性能不理想的缺点。仿真结果表明,该控制器不仅提高了系统的动态性能,而且提高了系统的抗扰能力。
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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