Application of CG Pseudo-spectral Method to Optimal Posture Adjustment of Robot Manipulator

Qingxin Shi, Jianwu Li, Junjie Dong, Fansheng Meng, Rui Ma, Quanbin Lai, Xingguang Duan*

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

To consider the energy saving during the robot motion, optimal posture control method for a robot manipulator is proposed. The Chebyshev-Gauss (CG) Pseudo-spectral method is used to discuss the problem with the energy optimal control. The Lagrange interpolation of barycentre is adopted to approximate the state and control variables. The continuous optimal control problem can be converted to a discrete nonlinear programming (NLP) problem. And then it can be solved by Sequential Quadratic Programming (SQP) algorithm. The simulation results of optimal energy control make the robot manipulator from the initial state to the desired terminal posture successfully. The terminal angular velocity of each link is also meet the predetermined value. The control law does not exceed the preset boundary of control.

源语言英语
主期刊名Intelligent Robotics and Applications - 14th International Conference, ICIRA 2021, Proceedings
编辑Xin-Jun Liu, Zhenguo Nie, Jingjun Yu, Fugui Xie, Rui Song
出版商Springer Science and Business Media Deutschland GmbH
25-35
页数11
ISBN(印刷版)9783030890940
DOI
出版状态已出版 - 2021
活动14th International Conference on Intelligent Robotics and Applications, ICIRA 2021 - Yantai, 中国
期限: 22 10月 202125 10月 2021

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
13013 LNAI
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议14th International Conference on Intelligent Robotics and Applications, ICIRA 2021
国家/地区中国
Yantai
时期22/10/2125/10/21

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