A new approach to time-optimal trajectory planning with torque and jerk limits for robot

被引:39
|
作者
Ma, Jian-wei [1 ]
Gao, Song [1 ]
Yan, Hui-teng [1 ]
Lv, Qi [1 ]
Hu, Guo-qing [1 ]
机构
[1] Dalian Univ Technol, Sch Mech Engn, Key Lab Precis & Nontradit Machining Technol, Minist Educ, Dalian, Peoples R China
基金
中国国家自然科学基金;
关键词
Robotic system; Time-optimal trajectory planning; Convex optimization; Torque limits; Jerk limits; SPLINE OPTIMIZATION; SMOOTH; MANIPULATORS; GENERATION; ALGORITHM;
D O I
10.1016/j.robot.2021.103744
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this study, a new convex optimization (CO) approach to time-optimal trajectory planning (TOTP) is described, which considers both torque and jerk limits. The key insight of the approach is that the non-convex jerk limits are transformed to linear acceleration constraints and indirectly introduced into CO as the linear acceleration constraints. In this way, the convexity of CO will not be destroyed and the number of optimization variables will not increase, which give the approach a fast computation speed. The proposed approach is implemented on random geometric path of a 6-DOF manipulator. Compared with a similar method, the results show that the torque and jerk limits are addressed by a reasonable increase in the computation time. In addition, the maximum value of joint jerk reduces by over 80% and the joint torque curves are smoother in the comparison, which demonstrates that this approach has the ability to effectively restrain acceleration mutation. (C) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Time-optimal and jerk-continuous trajectory planning for robot manipulators with kinematic constraints
    Liu, Huashan
    Lai, Xiaobo
    Wu, Wenxiang
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2013, 29 (02) : 309 - 317
  • [2] Time-optimal Trajectory Planning for a Robot System Under Torque and Impulse Constraints
    Cho, Bang-Hyun
    Choi, Byoung-Suck
    Lee, Jang-Myung
    IECON 2004: 30TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOL 2, 2004, : 1058 - 1063
  • [3] Time-optimal trajectory planning for a robot system under torque and impulse constraints
    Daewoo Shipbuilding and Marine Engineering Co., Ltd., Aju-dong, Geoje-si, Gyeongnam 656-714, Korea, Republic of
    不详
    Int. J. Control Autom. Syst., 2006, 1 (10-16):
  • [4] Time-optimal trajectory planning for a robot system under torque and impulse constraints
    Cho, BH
    Choi, BS
    Lee, JM
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2006, 4 (01) : 10 - 16
  • [5] A Time-Optimal Continuous Jerk Trajectory Planning Algorithm for Manipulators
    Zhou, Yaosheng
    Han, Guirong
    Wei, Ziang
    Huang, Zixin
    Chen, Xubing
    APPLIED SCIENCES-BASEL, 2023, 13 (20):
  • [6] Time-Optimal Trajectory Planning for Industrial Robot
    Chen Weihua
    Zhang Tie
    Zou Yanbiao
    ISTM/2009: 8TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, 2009, : 2847 - 2850
  • [7] Time-optimal and jerk-continuous trajectory planning algorithm for manipulators
    Zhu S.
    Liu S.
    Wang X.
    Wang H.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2010, 46 (03): : 47 - 52
  • [8] Robust time-optimal trajectory planning for robot manipulators
    Cahill, AJ
    Kieffer, JC
    James, MR
    1996 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, PROCEEDINGS, VOLS 1-4, 1996, : 1547 - 1552
  • [9] Time-optimal and Smooth Trajectory Planning for Robot Manipulators
    Zhang, Tie
    Zhang, Meihui
    Zou, Yanbiao
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2021, 19 (01) : 521 - 531
  • [10] Nonconvex Time-Optimal Trajectory Planning for Robot Manipulators
    Nagy, Akos
    Vajk, Istvan
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2019, 141 (11):