Aktivitäten pro Jahr
Abstract
Simulation is utilized to analyze multi-item and multi-stage production systems that are driven by material requirements planning (MRP). The range of possible parameter combinations and solutions increases as the model of the production system includes more components. In simulation experiments with a fixed number of replications per iteration, it might be unfeasible to test a large range of these MRP parameters. This paper discusses how to efficiently manage the simulation budget, to avoid wasting it in exploring non-promising solutions. Therefore, intelligent simulation budget management (SBM) is applied, where the results of the current iteration's replications are compared to the average results of the previous iterations. The current iteration is skipped if its average overall cost is outside the defined percentile boundaries. A simulation study using two multi-item and multi-stage MRP systems is performed to evaluate SBM potential. The results show that the SBM methodology leads to significantly reduced simulation efforts.
Originalsprache | Englisch |
---|---|
Titel | Proceedings of the 2022 Winter Simulation Conference, WSC 2022 |
Redakteure/-innen | B. Feng, G. Pedrielli, Y. Peng, S. Shashaani, E. Song, C.G. Corlu, L.H. Lee, E.P. Chew, T. Roeder, P. Lendermann |
Herausgeber (Verlag) | Institute of Electrical and Electronics Engineers Inc. |
Seiten | 1864-1875 |
Seitenumfang | 12 |
ISBN (elektronisch) | 9798350309713 |
DOIs | |
Publikationsstatus | Veröffentlicht - 2022 |
Veranstaltung | 2022 Winter Simulation Conference, WSC 2022 - Guilin, China Dauer: 11 Dez. 2022 → 14 Dez. 2022 |
Publikationsreihe
Name | Proceedings - Winter Simulation Conference |
---|---|
Band | 2022-December |
ISSN (Print) | 0891-7736 |
Konferenz
Konferenz | 2022 Winter Simulation Conference, WSC 2022 |
---|---|
Land/Gebiet | China |
Ort | Guilin |
Zeitraum | 11.12.2022 → 14.12.2022 |
Fingerprint
Untersuchen Sie die Forschungsthemen von „Potential of Simulation Effort Reduction by Intelligent Simulation Budget Management for Multi-Item and Multi-Stage Production Systems“. Zusammen bilden sie einen einzigartigen Fingerprint.Aktivitäten
- 1 Teilnahme an einer Konferenz, einem Workshop
-
Winter Simulation Conference 2022
Seiringer, W. (Teilnehmer)
2023Aktivität: Teilnahme an oder Organisation einer Veranstaltung › Teilnahme an einer Konferenz, einem Workshop