用于一维运动控制的智能模糊控制器

C. M. Dimitriadis, J. Lygouras, P.G. Tsalides
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引用次数: 3

摘要

本文介绍了一种用于I-D运动控制的模糊控制器的实现。描述了两种不同的控制方案。第一个使用纯fuy控制器,其输出是系统的控制信号。7x7模糊矩阵赋予控制器输出相对于t(0)的误差值及其导数。系统的控制曲线是根据对实际系统行为的观察得出的知识生成的。第二种方案,也是最有趣的一种,被描述为一个两级控制器。较低的层次由传统的PID控制器组成,而较高的层次由模糊控制器作用于较低层次控制器的参数组成。系统应用了多种输入信号,得到了满意的响应。仿真结果与实验结果吻合较好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Intelligent Fuzzy Logic Controller For One-dimension Motion Control
The implementation of a fuzzy logic controller for I-D motion control is presentred in this paper. Two difSerent control schemes are described. The first one uses a pure fuuy controller, its output being the control signal for the system. The 7x7 fuzzy matrix assigns the controller output with respect t(o the error value and its derivative. The control curve of the system was produced based on the knowledge derived from the observation of the behaviour of the real system. The second scheme and the most interesting one, is described as a two level controller. The lower level consists of a conventional PID controller, whereas the higher level consits of the fuzzy controller acting over the parameters of the lower level controller. A variety of input signals have been applied fo the system with very satisfactory responses. Furthermore, the simulation results are in very good agreement with those obtained experimentally.
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