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An approach to Quantum Annealing-based workforce assignment in manufacturing systems

  • Xiangqian Wu*
  • , Philipp Schworm
  • , Li Yi
  • , Moritz Glatt
  • , Jan C. Aurich
  • *此作品的通讯作者
  • The University of Kaiserslautern-Landau

科研成果: 期刊稿件会议文章同行评审

摘要

Workforce assignment (WA) is a crucial aspect of production planning and control. However, current global crises have led to workforce absence and skill shortages. To tackle these challenges, a short-term WA approach is necessary for manufacturing systems flexibility and workforce health. Conventional methods for WA face complexity issues due to complex manufacturing systems, requiring substantial computation time. A Quantum Annealing-based WA approach is proposed in this paper to allocate tasks and shifts to workers. The proposed method is validated in a use case, showing improved solution quality compared to traditional methods.

源语言英语
页(从-至)1022-1027
页数6
期刊Procedia CIRP
120
DOI
出版状态已出版 - 2023
已对外发布
活动56th CIRP International Conference on Manufacturing Systems, CIRP CMS 2023 - Cape Town, 南非
期限: 24 10月 202326 10月 2023

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