Task time is essential information for the optimal planning and scheduling of industrial scenarios, such as assemblycells. In Human-Robot Collaboration (HRC), the robot execution time, i.e., the robot task time, depends on the task the humanis executing simultaneously to the robot and on the human movements. Indeed, the robot may be requested to modify its speedalong a predefined path (i.e., to slow down or to stop its motion) in order to avoid possible collisions with the human. Thispaper presents an approach for the estimation of the robot execution time, when the robot path and the human task are assigned.Specifically, a workspace segmentation is performed considering the volume occupied by the human and the robot during theirmotion. Then, this segmentation is exploited for the definition of a set of Markov chains modeling human-robot interaction andallowing the estimation of the robot execution time. Simulated and real test beds are presented and discussed.
Estimation of robot execution time for close proximity human-robot collaboration
Pellegrinelli S
Primo
Membro del Collaboration Group
;Pedrocchi NUltimo
Membro del Collaboration Group
2017
Abstract
Task time is essential information for the optimal planning and scheduling of industrial scenarios, such as assemblycells. In Human-Robot Collaboration (HRC), the robot execution time, i.e., the robot task time, depends on the task the humanis executing simultaneously to the robot and on the human movements. Indeed, the robot may be requested to modify its speedalong a predefined path (i.e., to slow down or to stop its motion) in order to avoid possible collisions with the human. Thispaper presents an approach for the estimation of the robot execution time, when the robot path and the human task are assigned.Specifically, a workspace segmentation is performed considering the volume occupied by the human and the robot during theirmotion. Then, this segmentation is exploited for the definition of a set of Markov chains modeling human-robot interaction andallowing the estimation of the robot execution time. Simulated and real test beds are presented and discussed.| File | Dimensione | Formato | |
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