Robotic manipulators with double encoders: accuracy improvement based on advanced stiffness modeling and intelligent control

被引:27
作者
Klimchik, A. [1 ]
Pashkevich, A. [1 ,2 ]
机构
[1] Innopolis Univ, Univ Skaya 1, Innopolis 420500, Republic Of Tat, Russia
[2] IMT Atlantique, Lab Sci Numer Nantes LS2N, 4 Rue Alfred Kastler, F-44307 Nantes, France
基金
俄罗斯科学基金会;
关键词
Robotic manipulator; double encoders; stiffness modeling; parameter identification; compliance error compensation; IDENTIFICATION; PARAMETERS;
D O I
10.1016/j.ifacol.2018.08.407
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper deals with advanced stiffness modeling and intelligent control of industrial robots with double encoders. In contrast to previous works that concentrate on the actuator compliance compensation, this work is aimed at reduction of the compliance errors produced by all manipulator components. Particular attention is paid to the identifiability of the stiffness model parameters using a combination of the tool location measurements and information from double encoders integrated into the actuated joints. For the considered architecture, new strategies for intelligent compliance error compensation are proposed. The developed techniques were applied to the stiffness modeling and accuracy improvement of a typical industrial robotic manipulator, for which the impact of external loading and gravity on the positioning accuracy was essentially reduced. (C) 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:740 / 745
页数:6
相关论文
共 22 条
[1]   Enhanced stiffness modeling identification and characterization for robot manipulators [J].
Alici, G ;
Shirinzadeh, B .
IEEE TRANSACTIONS ON ROBOTICS, 2005, 21 (04) :554-564
[2]   A systematic analytical method for PKM stiffness matrix calculation [J].
Deblaise, Dominique ;
Hernot, Xavier ;
Maurine, Patrick .
2006 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-10, 2006, :4213-+
[3]   A Method to Identify the Nonlinear Stiffness Characteristics of an Elastic Continuum Mechanism [J].
Deutschmann B. ;
Liu T. ;
Dietrich A. ;
Ott C. ;
Lee D. .
IEEE Robotics and Automation Letters, 2018, 3 (03) :1450-1457
[4]   Joint stiffness identification of industrial serial robots [J].
Dumas, Claire ;
Caro, Stephane ;
Cherif, Mehdi ;
Garnier, Sebastien ;
Furet, Benoit .
ROBOTICA, 2012, 30 :649-659
[5]   Joint stiffness identification of six-revolute industrial serial robots [J].
Dumas, Claire ;
Caro, Stephane ;
Garnier, Sebastien ;
Furet, Benoit .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2011, 27 (04) :881-888
[6]   STIFFNESS MAPPING FOR PARALLEL MANIPULATORS [J].
GOSSELIN, C .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1990, 6 (03) :377-382
[7]   Impact & improvement of tool deviation in friction stir welding: Weld quality & real-time compensation on an industrial robot [J].
Guillo, Mario ;
Dubourg, Laurent .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2016, 39 :22-31
[8]  
Klimchik A, 2013, IEEE INT CONF ROBOT, P3707, DOI 10.1109/ICRA.2013.6631098
[9]   Efficiency evaluation of robots in machining applications using industrial performance measure [J].
Klimchik, Alexandr ;
Ambiehl, Alexandre ;
Garnier, Sebastien ;
Furet, Benoit ;
Pashkevich, Anatol .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2017, 48 :12-29
[10]   Serial vs. quasi-serial manipulators: Comparison analysis of elastostatic behaviors [J].
Klimchik, Alexandr ;
Pashkevich, Anatol .
MECHANISM AND MACHINE THEORY, 2017, 107 :46-70