FUZZY LOGIC BASED UNCERTAINTY REPRESENTATION AND SIMULATION IN A FLEXIBLE ASSEMBLY SYSTEM

被引:0
作者
Ali, Ahad [1 ]
机构
[1] Lawrence Technol Univ, A Leon Linton Dept Mech Engn, 21000 West Ten Mile Rd, Southfield, MI 48075 USA
关键词
Simulation; manufacturing systems; uncertainty; product mix; modeling;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper provides intelligent simulation approach using manufacturing uncertainty in the form of simulation intelligence to improve the performances of manufacturing production system. It shows how simulation can be used to evaluate alternative designs in an uncertain manufacturing environment. Fuzzy rule-based manufacturing uncertainties are addressed in this study. A combination of product mix and production volume is analyzed using intelligent simulation model for an optimal production design. The intelligent simulation approach would improve the modeling accuracy in terms of more realistic presentation of uncertain activities. The proposed intelligent simulation modeling shows significant improvement and validated with real life application.
引用
收藏
页数:22
相关论文
共 32 条
  • [1] Aggarwal K.K., 1993, RELIABILITY ENG
  • [2] Ali A. A., 2003, THESIS
  • [3] Simulation intelligence and modeling for manufacturing uncertainties
    Ali, Sk Ahad
    Seifoddini, Hamid
    [J]. PROCEEDINGS OF THE 2006 WINTER SIMULATION CONFERENCE, VOLS 1-5, 2006, : 1920 - +
  • [4] Altayib K., 2011, INT J EXPT DESIGN PR, V2, P145, DOI [10.1504/IJEDPO.2011.040264, DOI 10.1504/IJEDPO.2011.040264]
  • [5] Integration of simulation and fuzzy multi-attribute decision making for modelling and assessment of fuzzy parameters
    Azadeh A.
    Seifoory M.
    Abbasi M.
    [J]. International Journal of Industrial and Systems Engineering, 2010, 6 (04) : 483 - 502
  • [6] Babu B. Shoban, 2010, International Journal of Enterprise Network Management, V4, P107, DOI 10.1504/IJENM.2010.037930
  • [7] Balci O, 1989, WINT SIM C, P62
  • [8] A case for intelligent representation of dynamic resources in simulation
    DeSouza, R
    Zhao, ZY
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1997, 35 (12) : 3289 - 3302
  • [9] Evans W. G., 1986, PERSPECTIVE MODELING
  • [10] An efficient hybrid self-learning method for stochastic cellular manufacturing problem: A queuing-based analysis
    Ghezavati, V. R.
    Saidi-Mehrabad, M.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (03) : 1326 - 1335