Özet
In today's industrial production environment, an effective solution to the FLP (Facility Layout Problem) plays a significant role in deciding whether a facility will hold a competitive advantage against others by its improved workflow. This advantage comes from an efficient placement of facilities, which mostly contributes to the overall business performance. In addition to that, regarding the need to answer the demands of the dynamic market, facilities need to adapt their processes and adapt their production line as quickly as possible. Therefore, a continuous search for a solution to the FLP is present. Although there are many space allocation programs available both as academic and commercial products, present approaches' availability in the BIM environment is not common yet. This paper introduces a decision support system framework which uses Non-Dominated Sorting Genetic Algorithm-II (NSGA-II) to generate the most appropriate solution in Revit Dynamo environment both in the earlier phases of design and through the life-cycle of the facility. The proposed framework will specifically be responsible for generating solutions for equipment location in serial production facilities. As NSGA-II is a Multi-Objective Evolutionary Algorithm (MOEA), a second optimization criterion is defined as the optimization of the foreman's locations distributed on the shop floor. A Dynamo package named Refinery will hold the optimization and evaluation procedures.
Orijinal dil | İngilizce |
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Ana bilgisayar yayını başlığı | Architecture in the Age of the 4th Industrial Revolutio |
Editörler | José Pedro Sousa, Gonçalo Castro Henriques, João Pedro Xavier |
Yayınlayan | Education and research in Computer Aided Architectural Design in Europe |
Sayfalar | 269-278 |
Sayfa sayısı | 10 |
ISBN (Basılı) | 9789491207181 |
DOI'lar | |
Yayın durumu | Yayınlandı - 2019 |
Etkinlik | 37th Conference on Education and Research in Computer Aided Architectural Design in Europe and 23rd Conference of the Iberoamerican Society Digital Graphics, eCAADe SIGraDi 2019 - Porto, Portugal Süre: 11 Eyl 2019 → 13 Eyl 2019 |
Yayın serisi
Adı | Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe |
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Hacim | 2 |
ISSN (Basılı) | 2684-1843 |
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???event.eventtypes.event.conference??? | 37th Conference on Education and Research in Computer Aided Architectural Design in Europe and 23rd Conference of the Iberoamerican Society Digital Graphics, eCAADe SIGraDi 2019 |
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Ülke/Bölge | Portugal |
Şehir | Porto |
Periyot | 11/09/19 → 13/09/19 |
Bibliyografik not
Publisher Copyright:© 2019, Education and research in Computer Aided Architectural Design in Europe. All rights reserved.
Finansman
The authors would like to thank Aysegul Balkan Architecture and Birikim Mühendislik for their contribution, both for sharing their experience in the industry and their financial support.
Finansörler | Finansör numarası |
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Aysegul Balkan Architecture and Birikim Mühendislik |