• DocumentCode
    137740
  • Title

    Modeling and controller design of cooperative robots in workspace sharing human-robot assembly teams

  • Author

    Chang Liu ; Tomizuka, Masayoshi

  • Author_Institution
    Univ. of California, Berkeley, Berkeley, CA, USA
  • fYear
    2014
  • fDate
    14-18 Sept. 2014
  • Firstpage
    1386
  • Lastpage
    1391
  • Abstract
    Human workers and robots are two major workforces in modern factories. For safety reasons, they are separated, which limits the productive potentials of both parties. It is promising if we can combine human´s flexibility and robot´s productivity in manufacturing. This paper investigates the modeling and controller design method of workspace sharing human-robot assembly teams and adopts a two-layer interaction model between the human and the robot. In theoretical analysis, enforcing invariance in a safe set guarantees safety. In implementation, an integrated method concerning online learning of closed loop human behavior and receding horizon control in the safe set is proposed. Simulation results in a 2D setup confirm the safety and efficiency of the algorithm.
  • Keywords
    closed loop systems; control system synthesis; human-robot interaction; learning (artificial intelligence); production facilities; productivity; robotic assembly; closed loop human behavior; controller design method; human flexibility; modern factories; online learning; receding horizon control; robot productivity; safety; two-layer interaction model; workspace sharing human-robot assembly teams; Assembly; Equations; Indexes; Mathematical model; Noise measurement; Robots; Safety;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on
  • Conference_Location
    Chicago, IL
  • Type

    conf

  • DOI
    10.1109/IROS.2014.6942738
  • Filename
    6942738