球梁系统的神经模糊控制

Ashwani Kharola, P. Patil
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引用次数: 2

摘要

本文提出了一种基于模糊逻辑的球梁系统离线控制方法。目的是利用模糊控制器控制球的位置和光束的方向。利用牛顿运动方程设计了该系统的Matlab/Simulink模型。利用7个贝尔隶属函数建立了模糊控制器。从稳定时间、稳态误差和超调量三个方面比较了所提控制器的性能。仿真结果用图形和表格显示,说明了该方法的有效性和鲁棒性。
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Neural Fuzzy Control of Ball and Beam System
This paper presents an offline control of ball and beam system using fuzzy logic. The objective is to control ball position and beam orientation using fuzzy controllers. A Matlab/Simulink model of the proposed system has been designed using Newton's equations of motion. The fuzzy controllers were built using seven gbell membership functions. The performance of proposed controllers was compared in terms of settling time, steady state error and overshoot. The simulation results are shown with the help of graphs and tables which illustrates the effectiveness and robustness of proposed technique.
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