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.
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页数:22
相关论文
共 32 条
  • [21] MAHONEY RM, 1998, ANN INT C PROC APICS, P363
  • [22] FLEXIBILITY AND DECISION-MAKING
    MANDELBAUM, M
    BUZACOTT, J
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1990, 44 (01) : 17 - 27
  • [23] NAGANO S, 1999, IEEE INT S SEM MAN C, P333
  • [24] Polubinski James, 2010, International Journal of Modelling in Operations Management, V1, P197, DOI 10.1504/IJMOM.2010.038149
  • [25] Sethi A. K., 1990, International Journal of Flexible Manufacturing Systems, V2, P289, DOI 10.1007/BF00186471
  • [26] Slany W., 1994, 9462 TU VIENN
  • [27] Supriyanto I., 2011, LOGIST J, V7
  • [28] QUALITY ASSURANCE OF MODELS AND SIMULATION APPLICATIONS
    Wang, Zhongshi
    Lehmann, Axel
    [J]. INTERNATIONAL JOURNAL OF MODELING SIMULATION AND SCIENTIFIC COMPUTING, 2010, 1 (01) : 27 - 45
  • [29] Wiendahl H., 1991, CIRP ANN-MANUF TECHN, V40, P577
  • [30] Flexible machine layout design for dynamic and uncertain production environments
    Yang, T
    Peters, BA
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 108 (01) : 49 - 64