Uncertainty Analysis of a Two-Link Robot Manipulator under Fuzzy Parameters

F. A. Lara-Molina, E. H. Koroishi, V. Steffen
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引用次数: 9

Abstract

This paper aims at analyzing the effect of uncertain parameters on a two-link planar manipulator using a fuzzy dynamic approach. The uncertain parameters are modeled as fuzzy variables and the dynamic simulation of the robot is performed by using fuzzy dynamic analysis. The dynamic model of the manipulator under uncertain payload and friction force is analyzed, additionally, the tracking control performance of the manipulator subject to uncertainties is studied. Numerical simulations illustrate the proposed methodology so that the effect of fuzzy uncertain parameters on the dynamic performance of the robot manipulator is properly described.
模糊参数下双连杆机器人机械手的不确定性分析
本文采用模糊动力学方法分析了不确定参数对平面两连杆机械臂运动的影响。将不确定参数建模为模糊变量,利用模糊动力学分析对机器人进行动态仿真。分析了不确定载荷和摩擦力下机械手的动力学模型,研究了不确定载荷和摩擦力下机械手的跟踪控制性能。数值仿真验证了所提出的方法,从而很好地描述了模糊不确定参数对机械臂动态性能的影响。
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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