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
Link To Document :
بازگشت