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Design and comparison of type-1 and interval type-2 fuzzy gain scheduling controllers for ball and beam system

机译:球梁系统1型和区间2型模糊增益调度控制器的设计与比较

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The paper presents the design and comparison of type-1 and interval type-2 fuzzy logic controllers for ball and beam system. Both the controllers utilize the beam angle as a scheduling variable for the stabilization and tracking of the ball position. The performance of the controllers is analyzed by simulating them in MATLAB environment for various initial conditions and in the presence of disturbance signals. It is shown that interval type-2 fuzzy gain scheduling controller has a better response and disturbance rejection capability as compared to type-1 fuzzy and conventional pole placement controller.
机译:本文介绍了球和梁系统的1型和间隔2型模糊逻辑控制器的设计和比较。两个控制器都将光束角用作调度变量,以稳定和跟踪球的位置。通过在MATLAB环境中针对各种初始条件和存在干扰信号的情况下对控制器的性能进行仿真,可以分析控制器的性能。结果表明,区间1型模糊增益调度控制器与1型模糊控制器和传统的极点控制器相比具有更好的响应和抗扰能力。

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