• 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