• DocumentCode
    2533553
  • Title

    Expert system suitability in modeling and analysis of tool wear in drilling

  • Author

    Sivarao, P.S.

  • Author_Institution
    Manuf. Fac., Nat. Tech. Univ. Coll. of Malaysia, Malaysia
  • fYear
    2005
  • fDate
    24-27 July 2005
  • Firstpage
    473
  • Lastpage
    476
  • Abstract
    The Expert Systems in manufacturing leads to greater generality and better rapport with reality. It is driven by the need for methods of modeling, design and analysis, which can come to grips with the pervasive imprecision of the real world and exploit the tolerance for imprecision to achieve tractability, robustness and low cost solutions. Two expert systems were used in this research to monitor which is giving the best approximation of tool wear result in drilling. This work can further be extended for on-line monitoring system for automated industries.
  • Keywords
    backpropagation; drilling; expert systems; intelligent manufacturing systems; robust control; wear; automated industries; drilling; on-line monitoring system; robustness; tool wear; tractability; Artificial neural networks; Condition monitoring; Drilling; Expert systems; Feeds; Fuzzy systems; Machining; Manufacturing; Neural networks; Temperature;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    MEMS, NANO and Smart Systems, 2005. Proceedings. 2005 International Conference on
  • Print_ISBN
    0-7695-2398-6
  • Type

    conf

  • DOI
    10.1109/ICMENS.2005.48
  • Filename
    1540880