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System Analysis and Design of Task Allocation for Human-Automation Symbiosis in Smart Manufacturing.

Authors :
Shu Wang
Song, Mulang
Yiyun (Cindy) Fei
Dandan Zhang
Gebraeel, Nagi Z.
Jiao, Roger J.
Source :
Proceedings of the International Conference on Industrial Engineering & Operations Management; 7/18/2023, p891-902, 12p
Publication Year :
2023

Abstract

Since Industry 4.0, development in automation technology cases a transformation in many industries to integrate the latest technology and reinforce human-automation collaboration in cyber-physical systems. It is expected such collaboration can leverage the capabilities of both human and automation agents and achieve team synergy. To achieve this objective, this paper proposes dynamic task allocation considering human factors for human-automation symbiosis. In this paper, analysis and design of the team cognition-aware task allocation system are elaborated. The task allocation problem is formulated with team cognitive performance in the optimization objective function. A two dimensional genetic algorithm is proposed to solve this allocation problem. An application case of medical product assembly is presented to validate the proposed solution. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
21698767
Database :
Complementary Index
Journal :
Proceedings of the International Conference on Industrial Engineering & Operations Management
Publication Type :
Conference
Accession number :
173838090