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A Human-Centered Dynamic Scheduling Architecture for Collaborative Application

Articolo
Data di Pubblicazione:
2021
Citazione:
A Human-Centered Dynamic Scheduling Architecture for Collaborative Application / Pupa, A.; Van Dijk, W.; Secchi, C.. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - 6:3(2021), pp. 4736-4743. [10.1109/LRA.2021.3068888]
Abstract:
In collaborative robotic applications, human and robot have to work together during a whole shift for executing a sequence of jobs. The performance of the human robot team can be enhanced by scheduling the right tasks to the human and the robot. The scheduling should consider the task execution constraints, the variability in the task execution by the human, and the job quality of the human. Therefore, it is necessary to dynamically schedule the assigned tasks. In this letter, we propose a two-layered architecture for task allocation and scheduling in a collaborative cell. Job quality is explicitly considered during the allocation of the tasks and over a sequence of jobs. The tasks are dynamically scheduled based on the real time monitoring of the human's activities. The effectiveness of the proposed architecture is experimentally validated.
Tipologia CRIS:
Articolo su rivista
Keywords:
Human-centered robotics; Human-robot collaboration; task planning
Elenco autori:
Pupa, A.; Van Dijk, W.; Secchi, C.
Autori di Ateneo:
PUPA ANDREA
SECCHI Cristian
Link alla scheda completa:
https://iris.unimore.it/handle/11380/1249534
Pubblicato in:
IEEE ROBOTICS AND AUTOMATION LETTERS
Journal
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