High-accuracy pose estimation method for workpiece exchange automation by a mobile manipulator

被引:3
作者
Oba, Yuta [1 ]
Weaver, Kota [2 ]
Parwal, Anand [2 ]
Nagasue, Hideki [1 ]
Fujishima, Makoto [1 ]
机构
[1] DMG Mori Co Ltd, Nakamura Ku, 2-35-16 Meieki, Nagoya, Aichi 4500002, Japan
[2] Skylla Technol Inc, 24 Hartwell Ave, Lexington, MA 02421 USA
关键词
Automation; Accuracy; Mobile manipulator; SYSTEMS;
D O I
10.1016/j.cirp.2021.04.050
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A mobile manipulator that consists of a robot manipulator and an Automated Guided Vehicle (AGV) was developed to automate transporting and exchanging workpieces for machine tools. Despite less accurate positioning of the AGV, positioning accuracy of 1 mm must be realized during attachment and removal of workpieces. To compensate for an error of the AGV, this paper proposes a novel method of high-accuracy pose estimation using a fiducial marker. Experimental results show that workpiece exchange can be automated with high reliability even though a clearance between a chuck and workpieces in diameter is as small as 1 mm. (c) 2021 CIRP. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:357 / 360
页数:4
相关论文
共 13 条
  • [1] Analysis and Observations From the First Amazon Picking Challenge
    Correll, Nikolaus
    Bekris, Kostas E.
    Berenson, Dmitry
    Brock, Oliver
    Causo, Albert
    Hauser, Kris
    Okada, Kei
    Rodriguez, Alberto
    Romano, Joseph M.
    Wurman, Peter R.
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2018, 15 (01) : 172 - 188
  • [2] Versatile autonomous transportation vehicle for highly flexible use in industrial applications
    Franke, Joerg
    Luetteke, Felix
    [J]. CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2012, 61 (01) : 407 - 410
  • [3] Mobile robot stability for complex tasks in naval industries
    Garnier, Sebastien
    Subrin, Kevin
    Arevalo-Siles, Pablo
    Caverot, Guy
    Furet, Benoit
    [J]. 51ST CIRP CONFERENCE ON MANUFACTURING SYSTEMS, 2018, 72 : 297 - 302
  • [4] Kalaitzakis M, 2020, INT CONF UNMAN AIRCR, P781, DOI [10.1109/ICUAS48674.2020.9213977, 10.1109/icuas48674.2020.9213977]
  • [5] Katz Z, 1991, CIRP ANN-MANUF TECHN, V40, P471
  • [6] Komoda K, 2019, IEEE/SICE I S SYS IN, P210, DOI [10.1109/sii.2019.8700409, 10.1109/SII.2019.8700409]
  • [7] Lenz, 1998, CIRP ANN-MANUF TECHN, P407
  • [8] Performance assessment of production systems with mobile robots
    Michalos, George
    Kousi, Niki
    Makris, Sotiris
    Chryssolouris, George
    [J]. RESEARCH AND INNOVATION IN MANUFACTURING: KEY ENABLING TECHNOLOGIES FOR THE FACTORIES OF THE FUTURE - PROCEEDINGS OF THE 48TH CIRP CONFERENCE ON MANUFACTURING SYSTEMS, 2016, 41 : 195 - 200
  • [9] Design and simulation of assembly systems with mobile robots
    Michalos, George
    Kaltsoukalas, Konstantinos
    Aivaliotis, Panagiotis
    Sipsas, Platon
    Sardelis, Andreas
    Chryssolouris, George
    [J]. CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2014, 63 (01) : 181 - 184
  • [10] Olson E, 2011, IEEE INT CONF ROBOT