Virtual Manufacturing Cell Rescheduling Considering Multiple Strategy Combinations and Machine Failures

DOI

10.2991/assehr.k.211011.066How to use a DOI?

Keywords

Virtual manufacturing cell, Rescheduling method, Machine failure, NSGA-II

Abstract

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.

Copyright

© 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/).

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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  -