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A framework for robust scheduling under stochastic perturbations
- Source :
- 17th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2021, 17th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2021, Jun 2021, Budapest (virtual), Hungary. ⟨10.1016/j.ifacol.2021.08.137⟩
- Publication Year :
- 2021
- Publisher :
- HAL CCSD, 2021.
-
Abstract
- Published in IFAC-PaperOnLine 54(1):1168-1173, 2021; International audience; Industry 4.0 reflects a new area for production workshops. This new concept aims to bring more flexibility and agility to the production shop floor. In this context, the scheduling problem is an important issue. In fact, a proposed schedule has to guarantee a high performance level able to take into consideration the several changes and perturbations occurring in the workshop. The proposed approaches usually aims to find a robust schedule capable of optimizing some criteria with considering a perturbation. With the new requirements of the workshop and the importance of decision making when implementing the schedule, it is essential to extend the robust scheduling problem to be adaptable to the needs of the decision maker in evaluating several properties. We propose, in this paper, a robust scheduling framework based on a robustness specification. The paper gives also the using of this framework in a decision making context.
- Subjects :
- 0209 industrial biotechnology
Mathematical optimization
Stochastic Processes
021103 operations research
020901 industrial engineering & automation
Control and Systems Engineering
Computer science
0211 other engineering and technologies
Scheduling (production processes)
Robust Scheduling
02 engineering and technology
Decision Support System
[SPI.AUTO]Engineering Sciences [physics]/Automatic
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- 17th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2021, 17th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2021, Jun 2021, Budapest (virtual), Hungary. ⟨10.1016/j.ifacol.2021.08.137⟩
- Accession number :
- edsair.doi.dedup.....e939326add51c450b4677016003414eb
- Full Text :
- https://doi.org/10.1016/j.ifacol.2021.08.137⟩