CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

PDF papers
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
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
full text file.pdf (4,528,756 bytes)
references Content-type: text/plain
Details Citation Select
100%; open Aiello, G., La Scalia, G. and Enea, M. (2012) Find in CUMINCAD A multi objective genetic algorithm for the facility layout problem based upon slicing structure encoding , Expert Systems with Applications, 39(12), pp. 10352-10358

100%; open Drira, Amine, Pierreval, Henri and Hajri-Gabouj, Sonia (2007) Find in CUMINCAD Facility layout problems: A survey , Annual Reviews in Control, 31(2), pp. 255-267

100%; open Heragu, S. and Kusiak, A. (1990) Find in CUMINCAD Machine layout: An optimization and knowledge-based approach , International Journal of Production Research, 28(4), pp. 615-635

100%; open Heragu, S. (2008) Find in CUMINCAD Facilities Design , CRC Press, Taylor&Francis Group, Florida

100%; open Kusiak, Andrew and Heragu, Sunderesh S. (1987) Find in CUMINCAD The facility layout problem , European Journal of Operational Research, 29(3), pp. 229-251

100%; open Levary, Reuven R. and Kalchik, Sylvia (1985) Find in CUMINCAD Facilities layout-A survey of solution procedures , Computers and Industrial Engineering, 9(2), pp. 141-148

100%; open Meller, Russell D. and Gau, Kai-Yin (1996) Find in CUMINCAD The facility layout problem: Recent and emerging trends and perspectives , Journal of Manufacturing Systems, 15(5), pp. 351-366

100%; open Peponis, John (1985) Find in CUMINCAD The Spatial Culture of Factories , Human Relations, 38(4), pp. 357-390

100%; open Pinto, Rui, Goncalves, Joana, Cardoso, Henrique Lopes, Oliveira, Eugenio, Goncalves, Gil and Carvalho, Bruno (2016) Find in CUMINCAD A Facility Layout Planner tool based on Genetic Algorithms , 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, pp. 1-8

100%; open Singh, S.P. and Sharma, R.R.K. (2006) Find in CUMINCAD A review of different approaches to the facility layout problems , International Journal of Advanced Manufacturing Technology, 30(5-6), pp. 425-433

100%; open Smith, R.P. and Heim, J.A. (1999) Find in CUMINCAD Virtual facility layout design: The value of an interactive three-dimensional representation , International Journal of Production Research, 37(17), pp. 3941-3957

100%; open Tompkins, J.A., Bozer, Y., Frazelle, E., Tanchoco, J.M.A. and Trevino, J. (1996) Find in CUMINCAD Facilities Planning , Wiley

last changed 2019/08/26 20:26
pick and add to favorite papersHOMELOGIN (you are user _anon_8490 from group guest) CUMINCAD Papers Powered by SciX Open Publishing Services 1.002