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基于IMFAPC的二自由度柔性机械臂轨迹跟踪控制

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针对二自由度柔性机械臂轨迹跟踪误差大、易产生抖振问题,提出了一种改进无模型自适应预测控制(Improve Model-Free Adaptive Predictive Control,IMFAPC)方法.首先在控制律中增加了对误差变化率的限制,并对误差变化率的差分也进行了限制.其次,设计时变参数的估计与预测机制,引入I/O数据信息预测未来时刻系统控制输入,从而有效解决二自由度柔性机械臂轨迹跟踪过程易振荡和发散问题,明显提高了对目标轨迹的跟踪精度且有效降低了柔性臂的弹性抖振.最后,经过仿真和实验验证了本文所提方法的有效性.
Trajectory tracking control of a two degree of freedom flexible robotic arm based on IMFAPC
An improved Model Free Adaptive Predictive Control(IMFAPC)method is proposed to address the issues of large trajectory tracking errors and susceptibility to chattering in a two degree of freedom flexible robotic arm.Firstly,a limitation on the rate of error change was add-ed to the control law,and the difference in the rate of error change was also limited.Secondly,an estimation and prediction algorithm for time-varying parameters is designed,and I/O data in-formation is introduced to predict future system control inputs,effectively solving the problem of oscillation and divergence in the second-order integration link of a two degree of freedom flexible robotic arm system.Finally,the effectiveness of the improved algorithm proposed in this study was verified through simulation and physical platform experiments.

Two degree of freedom flexible robotic armTrack trackingIMFAPCAnti vibra-tion

高兴泉、郭峰、范砚策

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吉林工业职业技术学院信息工程学院,吉林吉林 132013

吉林化工学院信息与控制工程学院,吉林吉林 132022

二自由度柔性机械臂 轨迹跟踪 IMFAPC 降低抖振

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212551GX010288291JJKH20200252K

2024

长江信息通信
湖北通信服务公司

长江信息通信

影响因子:0.338
ISSN:2096-9759
年,卷(期):2024.37(2)
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