Virtual Manufacturing Cell Rescheduling Considering Multiple Strategy Combinations and Machine Failures
- 10.2991/assehr.k.211011.066How to use a DOI?
- Virtual manufacturing cell, Rescheduling method, Machine failure, NSGA-II
In terms of rescheduling problems under machine failure, this paper proposes a virtual manufacturing cell rescheduling method based on the combination of multiple strategies. According to the systematic analysis of the cost factors of rescheduling, the cost-evaluation function of the rescheduling scheme is constructed. Then the virtual manufacturing cell rescheduling model is constructed with the goal of minimizing the maximum completion time and the machine adjustment deviation, and which is solved by NSGA-II algorithm. The result of the numerical experiment shows that the combined applicable of multiple rescheduling strategies is beneficial to maintain the applicability of the rescheduling scheme under different disturbance situations, improve rescheduling efficiency, reduce disturbance deviation, and reduce disturbance repairing costs.
- © 2021, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Wenmin Han AU - Zhe Lv AU - Na Lv PY - 2021 DA - 2021/10/12 TI - Virtual Manufacturing Cell Rescheduling Considering Multiple Strategy Combinations and Machine Failures BT - Proceedings of the 2021 6th International Conference on Modern Management and Education Technology（MMET 2021） PB - Atlantis Press SP - 366 EP - 373 SN - 2352-5398 UR - https://doi.org/10.2991/assehr.k.211011.066 DO - 10.2991/assehr.k.211011.066 ID - Han2021 ER -