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 :
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