Title :
Expert system suitability in modeling and analysis of tool wear in drilling
Author_Institution :
Manuf. Fac., Nat. Tech. Univ. Coll. of Malaysia, Malaysia
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;
Conference_Titel :
MEMS, NANO and Smart Systems, 2005. Proceedings. 2005 International Conference on
Print_ISBN :
0-7695-2398-6
DOI :
10.1109/ICMENS.2005.48