基于自适应陷波滤波器的双连杆柔性机械臂振动和重力畸变补偿

IF 1.9 Q3 ENGINEERING, MECHANICAL Vibration Pub Date : 2023-03-10 DOI:10.3390/vibration6010018
Minoru Sasaki, Joseph K. Muguro, Waweru Njeri, A. Doss
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引用次数: 1

摘要

本文提出了一种采用逆前馈控制器和带直接应变反馈控制器的自适应陷波滤波器的二连杆二自由度柔性机械臂控制方法。在柔性机械臂中,瞬态振动和残余振动抑制了机械臂的充分发挥。由连杆方向的突然变化引起的振动被称为瞬态振动,而当手臂在完成预期任务后需要很长时间才能安定下来时,就会产生残余振动。前馈自适应陷波滤波器可减小机械臂突然启动和停止引起的瞬态振动,应变反馈可保证残余振动的快速衰减。利用Maple、Maplesim和MATLAB工具对机械手进行建模,并创建逆控制器和自适应陷波滤波器。实验在dSPACE控制台环境中进行。比较了两种策略下应变谱功率的实验结果。从结果来看,自适应陷波滤波器控制在减少导致振动的谐振频率方面有超过80%的改善。结果证实了该方法的可行性,具有极小的瞬态振动和末端执行器的快速沉降的特点。
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Adaptive Notch Filter in a Two-Link Flexible Manipulator for the Compensation of Vibration and Gravity-Induced Distortion
This paper presents a 2-link, 2-DOF flexible manipulator control using an inverse feedforward controller and an adaptive notch filter with a direct strain feedback controller. In the flexible manipulator, transient and residue vibrations inhibit the full potential of the manipulator. Vibrations caused by abrupt changes in the direction of the links are referred to as transient vibrations, whereas residual vibrations occur when the arm takes too long to settle after engaging in the intended task. The feedforward adaptive notch filter will reduce transient vibration caused by the manipulator arm beginning and halting suddenly, while the strain feedback will assure the quick decay of leftover vibrations. Maple, Maplesim, and MATLAB tools were used to model the manipulator and create the inverse controller and adaptive notch filter. The experiments took place in the dSPACE control desk environment. The experimental results of the spectral power of strain resulting from the two strategies are compared. From the results, the adaptive notch filter control had over an 80% improvement in the reduction in resonant frequencies that contribute to vibration. The results confirmed the feasibility of the approach, characterized by very minimal transient vibrations and a quick settling of the end effector.
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CiteScore
3.20
自引率
0.00%
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0
审稿时长
10 weeks
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