• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

具有摩擦效应和末端负载的柔性机械手的动态建模与多变量反馈控制研究

The Study of Dynamic Modeling and Multivariable Feedback Control for Flexible Manipulators with Friction Effect and Terminal Load.

作者信息

Zhang Fuli, Yuan Zhaohui

机构信息

School of Automation, Northwestern Polytechnical University, Xi'an 710072, China.

出版信息

Sensors (Basel). 2021 Feb 22;21(4):1522. doi: 10.3390/s21041522.

DOI:10.3390/s21041522
PMID:33671789
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7926725/
Abstract

The flexible manipulato is widely used in the aerospace industry and various other special fields. Control accuracy is affected by the flexibility, joint friction, and terminal load. Therefore, this paper establishes a robot dynamics model under the coupling effect of flexibility, friction, and terminal load, and analyzes and studies its control. First of all, taking the structure of the central rigid body, the flexible beam, and load as the research object, the dynamic model of a flexible manipulator with terminal load is established by using the hypothesis mode and the Lagrange method. Based on the balance principle of the force and moment, the friction under the influence of flexibility and load is recalculated, and the dynamic model of the manipulator is further improved. Secondly, the coupled dynamic system is decomposed and the controller is designed by the multivariable feedback controller. Finally, using MATLAB as the simulation platform, the feasibility of dynamic simulation is verified through simulation comparison. The results show that the vibration amplitude can be reduced with the increase of friction coefficient. As the load increases, the vibration can increase further. The trajectory tracking and vibration suppression of the manipulator are effective under the control method of multi-feedback moment calculation. The research is of great significance to the control of flexible robots under the influence of multiple factors.

摘要

柔性机械手在航空航天工业和其他各种特殊领域中得到了广泛应用。控制精度受到柔性、关节摩擦和末端负载的影响。因此,本文建立了在柔性、摩擦和末端负载耦合作用下的机器人动力学模型,并对其控制进行了分析和研究。首先,以中心刚体、柔性梁和负载的结构为研究对象,采用假设模态法和拉格朗日方法建立了带末端负载的柔性机械手动力学模型。基于力和力矩的平衡原理,重新计算了柔性和负载影响下的摩擦力,进一步完善了机械手的动力学模型。其次,对耦合动态系统进行分解,并采用多变量反馈控制器设计控制器。最后,以MATLAB为仿真平台,通过仿真对比验证了动态仿真的可行性。结果表明,随着摩擦系数的增大,振动幅度可以减小。随着负载的增加,振动会进一步增大。在多反馈力矩计算的控制方法下,机械手的轨迹跟踪和振动抑制是有效的。该研究对多因素影响下的柔性机器人控制具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/220eab2881e8/sensors-21-01522-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/4fac50659b65/sensors-21-01522-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/a7c9fab4dd27/sensors-21-01522-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/1d050a326ff7/sensors-21-01522-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/91490c9ae684/sensors-21-01522-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/0ad9fa9a5a0e/sensors-21-01522-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/61795127dda4/sensors-21-01522-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/f4a7449cd6ae/sensors-21-01522-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/e4054901e910/sensors-21-01522-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/1e30179dcba8/sensors-21-01522-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/220eab2881e8/sensors-21-01522-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/4fac50659b65/sensors-21-01522-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/a7c9fab4dd27/sensors-21-01522-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/1d050a326ff7/sensors-21-01522-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/91490c9ae684/sensors-21-01522-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/0ad9fa9a5a0e/sensors-21-01522-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/61795127dda4/sensors-21-01522-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/f4a7449cd6ae/sensors-21-01522-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/e4054901e910/sensors-21-01522-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/1e30179dcba8/sensors-21-01522-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c57/7926725/220eab2881e8/sensors-21-01522-g011.jpg

相似文献

1
The Study of Dynamic Modeling and Multivariable Feedback Control for Flexible Manipulators with Friction Effect and Terminal Load.具有摩擦效应和末端负载的柔性机械手的动态建模与多变量反馈控制研究
Sensors (Basel). 2021 Feb 22;21(4):1522. doi: 10.3390/s21041522.
2
Optimal Trajectory Planning of the Variable-Stiffness Flexible Manipulator Based on CADE Algorithm for Vibration Reduction Control.基于CADE算法的变刚度柔性机械手减振控制最优轨迹规划
Front Bioeng Biotechnol. 2021 Oct 8;9:766495. doi: 10.3389/fbioe.2021.766495. eCollection 2021.
3
Trajectory Planning of Robot Manipulator Based on RBF Neural Network.基于径向基函数神经网络的机器人机械手轨迹规划
Entropy (Basel). 2021 Sep 13;23(9):1207. doi: 10.3390/e23091207.
4
Constrained motion control of flexible robot manipulators based on recurrent neural networks.基于递归神经网络的柔性机器人机械臂约束运动控制
IEEE Trans Syst Man Cybern B Cybern. 2004 Jun;34(3):1541-52. doi: 10.1109/tsmcb.2004.826400.
5
A Vibration Control Method for Hybrid-Structured Flexible Manipulator Based on Sliding Mode Control and Reinforcement Learning.一种基于滑模控制和强化学习的混合结构柔性机械手振动控制方法
IEEE Trans Neural Netw Learn Syst. 2021 Feb;32(2):841-852. doi: 10.1109/TNNLS.2020.2979600. Epub 2021 Feb 4.
6
Visual Servoing of Flexible-Link Manipulators by Considering Vibration Suppression Without Deformation Measurements.基于振动抑制且无需变形测量的柔性连杆机器人视觉伺服控制
IEEE Trans Cybern. 2022 Nov;52(11):12454-12463. doi: 10.1109/TCYB.2021.3072779. Epub 2022 Oct 17.
7
Dynamic Modeling and Experimental Validation of a Water Hydraulic Soft Manipulator Based on an Improved Newton-Euler Iterative Method.基于改进牛顿-欧拉迭代法的水压软机械手动力学建模与实验验证
Micromachines (Basel). 2022 Jan 14;13(1):130. doi: 10.3390/mi13010130.
8
Tip Position Control and Vibration Suppression of a Planar Two-Link Rigid-Flexible Underactuated Manipulator.平面两连杆刚柔混合欠驱动机械臂的末端位置控制与振动抑制。
IEEE Trans Cybern. 2022 Jul;52(7):6771-6783. doi: 10.1109/TCYB.2020.3035366. Epub 2022 Jul 4.
9
Dynamic modeling and performance analysis of a lower-mobility parallel robot with a rotatable platform.具有可旋转平台的低移动性并联机器人的动力学建模与性能分析。
Math Biosci Eng. 2023 Jan;20(2):3918-3943. doi: 10.3934/mbe.2023183. Epub 2022 Dec 13.
10
A Two-Step Method for Dynamic Parameter Identification of Indy7 Collaborative Robot Manipulator.Indy7 协作机器人操作臂动态参数两步辨识方法
Sensors (Basel). 2022 Dec 11;22(24):9708. doi: 10.3390/s22249708.

引用本文的文献

1
Dynamic Modeling and Analysis of Flexible-Joint Robots with Clearance.具有间隙的柔性关节机器人的动力学建模与分析
Sensors (Basel). 2024 Jul 6;24(13):4396. doi: 10.3390/s24134396.

本文引用的文献

1
A novel robotic system for single-port urologic surgery: first clinical investigation.一种新型单孔泌尿外科机器人系统:初步临床研究。
Eur Urol. 2014 Dec;66(6):1033-43. doi: 10.1016/j.eururo.2014.06.039. Epub 2014 Jul 17.