| id |
ecaadesigradi2019_409 |
| authors |
Ulkucu, Yigitcan and Alacam, Sema |
| year |
2019 |
| title |
A Decision Support Framework for FLP in the Context of Industrial Facilities by the Use of BIM |
| source |
Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 269-278 |
| doi |
https://doi.org/10.52842/conf.ecaade.2019.2.269
|
| summary |
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. |
| keywords |
Facility Layout Problems; NSGA-II; Automated Space Layout |
| series |
eCAADeSIGraDi |
| email |
|
| full text |
 file.pdf (4,528,756 bytes) |
| references |
Content-type: text/plain
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Aiello, G., La Scalia, G. and Enea, M. (2012)
 A multi objective genetic algorithm for the facility layout problem based upon slicing structure encoding
, Expert Systems with Applications, 39(12), pp. 10352-10358
|
|
|
|
|
Drira, Amine, Pierreval, Henri and Hajri-Gabouj, Sonia (2007)
Facility layout problems: A survey
, Annual Reviews in Control, 31(2), pp. 255-267
|
|
|
|
|
Heragu, S. and Kusiak, A. (1990)
Machine layout: An optimization and knowledge-based approach
, International Journal of Production Research, 28(4), pp. 615-635
|
|
|
|
|
Heragu, S. (2008)
Facilities Design
, CRC Press, Taylor&Francis Group, Florida
|
|
|
|
|
Kusiak, Andrew and Heragu, Sunderesh S. (1987)
The facility layout problem
, European Journal of Operational Research, 29(3), pp. 229-251
|
|
|
|
|
Levary, Reuven R. and Kalchik, Sylvia (1985)
Facilities layout-A survey of solution procedures
, Computers and Industrial Engineering, 9(2), pp. 141-148
|
|
|
|
|
Meller, Russell D. and Gau, Kai-Yin (1996)
The facility layout problem: Recent and emerging trends and perspectives
, Journal of Manufacturing Systems, 15(5), pp. 351-366
|
|
|
|
|
Peponis, John (1985)
The Spatial Culture of Factories
, Human Relations, 38(4), pp. 357-390
|
|
|
|
|
Pinto, Rui, Goncalves, Joana, Cardoso, Henrique Lopes, Oliveira, Eugenio, Goncalves, Gil and Carvalho, Bruno (2016)
A Facility Layout Planner tool based on Genetic Algorithms
, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, pp. 1-8
|
|
|
|
|
Singh, S.P. and Sharma, R.R.K. (2006)
A review of different approaches to the facility layout problems
, International Journal of Advanced Manufacturing Technology, 30(5-6), pp. 425-433
|
|
|
|
|
Smith, R.P. and Heim, J.A. (1999)
Virtual facility layout design: The value of an interactive three-dimensional representation
, International Journal of Production Research, 37(17), pp. 3941-3957
|
|
|
|
|
Tompkins, J.A., Bozer, Y., Frazelle, E., Tanchoco, J.M.A. and Trevino, J. (1996)
Facilities Planning
, Wiley
|
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| last changed |
2022/06/07 07:57 |
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