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Challenges of Simulation-based Optimization in Facility Layout Design of Production Systems
Högskolan i Skövde, Institutionen för ingenjörsvetenskap. Högskolan i Skövde, Forskningscentrum för Virtuella system. (Production and Automation Engineering)ORCID-id: 0000-0003-4180-6003
Innovation and Product Realisation, Mälardalen University.ORCID-id: 0000-0003-0798-0753
Division of Industrial Engineering and Management, Uppsala University.ORCID-id: 0000-0001-5100-4077
Högskolan i Skövde, Institutionen för ingenjörsvetenskap. Högskolan i Skövde, Forskningscentrum för Virtuella system. (Production and Automation Engineering)ORCID-id: 0000-0003-3973-3394
2019 (engelsk)Inngår i: Advances in Manufacturing Technology XXXIII: Proceedings of the 17th International Conference on Manufacturing Research, incorporating the 34th National Conference on Manufacturing Research, September 10–12, 2019, Queen’s University Belfast, UK / [ed] Yan Jin, Mark Price, Amsterdam: IOS Press, 2019, Vol. 9, s. 507-512Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Facility layout design (FLD) is becoming more challenging than ever. In particular, modern day manufacturing industry requires advancing from a traditional approach of mass production to one of mass customization including increased flexibility and adaptability. There are several software tools that can support facility layout design among which simulation and optimization are the most powerful – especially when the two techniques are combined into simulation-based optimization (SBO). The aim of this study is to identify the challenges of SBO in FLD of production systems. In doing so, this paper uncovers the challenges of SBO and FLD, which are so far addressed in separate streams of literature. The results of this study present two novel contributions based on two case studies in the Swedish manufacturing industry. First, that challenges of SBO in FLD, previously identified in literature, do not hold equal importance in industrial environments. Our results suggest that challenges in complexity, data noise, and standardization take precedence over challenges of SBO in FLD previously reported in literature. Second, that the origin of challenges of SBO in FLD are not technological in nature, but stem from the increased complexity of factories required in modern day manufacturing companies.

sted, utgiver, år, opplag, sider
Amsterdam: IOS Press, 2019. Vol. 9, s. 507-512
Serie
Advances in Transdisciplinary Engineering, ISSN 2352-751X, E-ISSN 2352-7528 ; 9
Emneord [en]
Simulation-based Optimization, Facility Layout Design, Challenges
HSV kategori
Forskningsprogram
INF201 Virtual Production Development; Produktion och automatiseringsteknik
Identifikatorer
URN: urn:nbn:se:his:diva-17707DOI: 10.3233/ATDE190089ISBN: 978-1-64368-008-8 (tryckt)ISBN: 978-1-64368-009-5 (digital)OAI: oai:DiVA.org:his-17707DiVA, id: diva2:1352865
Konferanse
17th International Conference on Manufacturing Research, incorporating the 34th National Conference on Manufacturing Research, September 10–12, 2019, Queen’s University Belfast, UK
Tilgjengelig fra: 2019-09-20 Laget: 2019-09-20 Sist oppdatert: 2019-09-26bibliografisk kontrollert

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