DocumentCode
723432
Title
Optimisation of factory floor layout using force-directed graph drawing algorithm
Author
Kanduc, T. ; Rodic, B.
Author_Institution
Fac. of Inf. Studies, Univ. of Novo Mesto, Novo Mesto, Slovenia
fYear
2015
fDate
25-29 May 2015
Firstpage
1087
Lastpage
1092
Abstract
In this paper we tackle the problem of factory floor layout optimisation in a furniture factory. The goal of optimisation was the reduction of manufacturing costs, specifically reduction of the costs of product transport between machines by reducing the product travel distance and consequently the amount of labour. Limiting factors are the costs of relocating the machines to the optimal positions. We have analysed the current state of the manufacturing system by developing a detailed discrete event simulation (DES) model. The DES model was then used to develop optimisation methods and verify optimisation scenarios. Finally, from output results of the simulation we developed a novel heuristic method, based on force-directed graph drawing algorithms which has produced significantly improved floor layouts.
Keywords
directed graphs; discrete event simulation; manufacturing systems; optimisation; production engineering computing; DES model; discrete event simulation model; factory floor layout optimisation; force-directed graph drawing algorithms; furniture factory; heuristic method; manufacturing cost reduction; manufacturing system; optimal positions; product transport; Computational modeling; Data models; Floors; Layout; Manufacturing processes; Optimization; Production facilities;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2015 38th International Convention on
Conference_Location
Opatija
Type
conf
DOI
10.1109/MIPRO.2015.7160437
Filename
7160437
Link To Document