Fuzzy logic control of single-link flexible joint manipulator

Ismail H. Akyuz, S. Kizir, Z. Bingul
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引用次数: 16

Abstract

In this paper, a single-link flexible joint robot is designed, fabricated and controlled. Three different fuzzy logic controllers (FLCs) were used to remove link vibrations and to obtain accurate trajectory tracking of link end-point. The input variables of the first and the second FLCs are motor rotation angle error and its derivative, and end-effector deflection error and derivative of deflection error, respectively. The outputs of these controllers are inputs of the third FLC producing the control signal of the flexible joint system. All of the FLCs were embedded in ds1103 real time control board. In the step response experiments, the error of motor rotation angle was obtained less than 0.12 degree and there was no steady-state error in the end-effector deflection. In the different trajectory-tracking experiments with the same FLC structure, small errors and phase shift in the system variables were occurred. Also, parameters of flexible arm were changed to test robustness of the FLC. It is seen that FLC are very robust to internal and external disturbances. Considering the all results of the experiments, FLC shows efficient performance in flexible robot arm.
单连杆柔性关节机械手的模糊逻辑控制
本文对单连杆柔性关节机器人进行了设计、制造和控制。采用三种不同的模糊逻辑控制器(flc)来消除链路振动并获得链路端点的精确轨迹跟踪。第一flc和第二flc的输入变量分别为电机转角误差及其导数、末端执行器偏转误差和偏转误差导数。这些控制器的输出作为第三个FLC的输入,产生柔性关节系统的控制信号。所有flc都嵌入在ds1103实时控制板中。在阶跃响应实验中,电机转角误差小于0.12度,且末端执行器偏转无稳态误差。在相同FLC结构的不同轨迹跟踪实验中,系统变量出现了较小的误差和相移。同时,通过改变柔性臂的参数来测试FLC的鲁棒性。可见,FLC对内外扰动具有很强的鲁棒性。综合实验结果,FLC在柔性机械臂中表现出良好的性能。
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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