High-Precision Tip Tracking of a Flexible Link Manipulator Using Two-Time Scale Adaptive Robust Control

被引:10
|
作者
Zhu, Xiaocong [1 ]
Cao, Jian [2 ]
Yannick, Cianyi [1 ]
Wang, Linyuan [1 ]
Shen, Xinda [1 ]
Liu, Peng [3 ,4 ]
机构
[1] Zhejiang Univ, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
[2] Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Peoples R China
[3] Zhejiang Lab, Hangzhou 311121, Peoples R China
[4] Zhejiang Univ, Coll Informat Sci & Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Vibrations; Uncertainty; Robust control; Torque; Mathematical models; Mechatronics; Adaptive systems; Adaptive robust control; flexible link manipulator (FLM); output redefinition; two-time scale; vibration suppression; TRAJECTORY TRACKING; DRIVEN; ARM;
D O I
10.1109/TMECH.2023.3238359
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A flexible link manipulator (FLM) has advantages of greater payload-to-manipulator-weight ratio, safer operation, and lower energy consumption compared with the rigid manipulator, which has promising demands in various industrial and aerospace applications. However, the internal dynamics of the system is easy to be unstable due to its nonminimum phase characteristics, and there exists severe parametric uncertainties and uncertain nonlinearities in its dynamics, which has brought many difficulties in the precise tip tracking control and effective vibration suppression. In this article, the entire mathematical model of the FLM is established with assumed mode method and actuator dynamics. Then, the system is decomposed into a slow subsystem and a fast subsystem through introducing an adjustable time-scale factor according to a new output redefined dynamics with uncertainties from truncated vibration modes and unknown disturbances of system. A two-time scale adaptive robust control (TTSARC) scheme, which consists of an adaptive robust control for the slow subsystem and a state feedback control for the fast subsystem, is proposed to effectively handle parametric uncertainties and uncertain nonlinearities as well as improve behavior of internal dynamics. Moreover, the clear connection of achievable performances and control parameters based on the stability analysis of the entire system is addressed. The experimental results indicate that precise tip tracking with small link deflection for the FLM working on different conditions can be achieved with the proposed TTSARC.
引用
收藏
页码:2576 / 2587
页数:12
相关论文
共 50 条
  • [21] Workspace Tracking Control of Two-Flexible-Link Manipulator Using Distributed Control Strategy
    Raouf, Fareh
    Mohamad, Saad
    Maarouf, Saad
    JOURNAL OF CONTROL SCIENCE AND ENGINEERING, 2013, 2013
  • [22] Identification and high-precision trajectory tracking control for space robotic manipulator
    Li, Yuntao
    Xu, Zichun
    Yang, Xiaohang
    Zhao, Zhiyuan
    Zhuang, Lei
    Zhao, Jingdong
    Liu, Hong
    Acta Astronautica, 2024, 214 : 484 - 495
  • [23] Identification and high-precision trajectory tracking control for space robotic manipulator
    Li, Yuntao
    Xu, Zichun
    Yang, Xiaohang
    Zhao, Zhiyuan
    Zhuang, Lei
    Zhao, Jingdong
    Liu, Hong
    ACTA ASTRONAUTICA, 2024, 214 : 484 - 495
  • [24] Two-time scale force and position control of flexible manipulators
    Siciliano, B
    Villani, L
    2001 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS I-IV, PROCEEDINGS, 2001, : 2729 - 2734
  • [25] Two-time scale fuzzy logic controller of flexible link robot arm
    Lin, J
    Lewis, FL
    FUZZY SETS AND SYSTEMS, 2003, 139 (01) : 125 - 149
  • [26] Experimental results on discrete-time nonlinear adaptive tracking control of a flexible-link manipulator
    Rokui, MR
    Khorasani, K
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2000, 30 (01): : 151 - 164
  • [27] Tip tracking control of a flexible manipulator using PD type controller
    Ge, SS
    Lee, TH
    Zhu, G
    PROCEEDINGS OF THE 1996 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, 1996, : 309 - 313
  • [28] Tip trajectory tracking for a one-link flexible manipulator using causal inversion
    Wang, XZ
    Chen, DG
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, VOLS 1 & 2, 2002, : 507 - 512
  • [29] Two-Time Scale Tracking Control of Flexible Robots With Primal-Dual Inverse Reinforcement Learning
    Que, Xuejie
    Wang, Zhenlei
    Zhang, Yanqi
    Su, Guanghao
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, : 1 - 12
  • [30] Robust Adaptive Position/Force Control for Flexible-Link with Flexible-Joint Manipulator
    Wang, Baigeng
    Li, Shurong
    Liu, Zhe
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON MODELLING, IDENTIFICATION AND CONTROL (ICMIC2019), 2020, 582 : 1215 - 1227