Set-Point Regulation of a Robot Manipulator with Flexible Joints Using Fuzzy Control

被引:6
|
作者
Lara-Molina, F. A. [1 ]
Takano, K. A. [1 ]
Koroishi, E. H. [1 ]
机构
[1] Fed Technol Univ Parana UTFPR, Dept Mech Engn, Cornelio Procopio, PR, Brazil
关键词
Flexible Manipulator; Takagi-Sugeno Fuzzy Model; Robot Control; Parallel Distributed Compensation; SYSTEMS;
D O I
10.1109/LARS-SBR.2015.27
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This papers aims at designing of a set-point regulation control of a two-link planar manipulator with flexible joints considering the motor measurement only. The set-point regulation control is applied to find a feedback control law that attenuates the vibration on the joints for a desired closed-loop balance at a specific configuration. The dynamic model of the flexible manipulator with rigid links and flexible joints is derived using the Lagrange-Euler principle. The nonlinear dynamics of the robotic flexible manipulator is approximated with the help of a Takagi-Sugeno fuzzy model. The control strategy proposed in this contribution is based on the Fuzzy Takagi-Sugeno model as well as the Parallel Distributed Compensation. Simulation results show that the proposed control strategy regulates the position of the robot over a desired position within the workspace.
引用
收藏
页码:103 / 108
页数:6
相关论文
共 50 条
  • [41] Efficient fuzzy predictive economic set-point optimizer
    Marusak, Piotr M.
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2008, PROCEEDINGS, 2008, 5097 : 273 - 284
  • [42] Fuzzy Logic Trajectory Control of Flexible Robot Manipulator With Rotating Prismatic Joint
    Botsali, Fatih Mehmet
    Kalyoncu, Mete
    Tinkir, Mustafa
    Onen, Umit
    2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 3, 2010, : 35 - 39
  • [43] Adaptive Network Based Fuzzy Logic Control of a Rigid - Flexible Robot Manipulator
    Onen, Umit
    Tinkir, Mustafa
    Kalyoncu, Mete
    Botsali, Fatih Mehmet
    2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 1, 2010, : 102 - 106
  • [44] Stabilization and set-point regulation of underactuated mechanical systems
    Loccufier, Mia
    13TH INTERNATIONAL CONFERENCE ON MOTION AND VIBRATION CONTROL (MOVIC 2016) AND THE 12TH INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN STRUCTURAL DYNAMICS (RASD 2016), 2016, 744
  • [45] Adaptive regulation and set-point tracking of the Lorenz attractor
    Pishkenari, H. N.
    Shahrokhi, M.
    Mahboobi, S. H.
    CHAOS SOLITONS & FRACTALS, 2007, 32 (02) : 832 - 846
  • [46] A system inversion approach to robust set-point regulation
    Piazzi, A
    Visioli, A
    PROCEEDINGS OF THE 37TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 1998, : 3849 - 3854
  • [47] Optimal noncausal set-point regulation of scalar systems
    Piazzi, A
    Visioli, A
    AUTOMATICA, 2001, 37 (01) : 121 - 127
  • [48] An approach for set-point regulation of electrically driven flexible-joint robots with uncertain parameters
    Ailon, A
    PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, VOLS 1 AND 2, 1996, : 882 - 886
  • [49] On Fuzzy Sliding Control for a Robot Manipulator
    Tang, Puhua
    Lei, Yuyong
    RESEARCH IN MATERIALS AND MANUFACTURING TECHNOLOGIES, PTS 1-3, 2014, 835-836 : 1251 - 1255
  • [50] Set-Point Navigation of a Redundant Robot in Uncertain Environments using Finite Range Sensors
    Kapadia, Apoorva
    Tatlicioglu, Enver
    Dawson, Darren M.
    47TH IEEE CONFERENCE ON DECISION AND CONTROL, 2008 (CDC 2008), 2008, : 4596 - 4601