Application of Neural Network for Cell Formation in Group Technology
Journal Title: International Journal of Modern Engineering Research (IJMER) - Year 2014, Vol 4, Issue 7
Abstract
Group Technology is a method for increasing productivity of manufacturing quality products. For improving the flexibility in manufacturing systems, cell formation is the main step in group technology .Every manufacturing industry faces problem of productivity and their priority is to deliver product to valuable customer in time. For fulfilling this purpose a proper engineering analysis is needed which can reduce material handling and wait time. This can be done by cell formation. There are various techniques which are available for cell formation and discussed by different researchers but neural network is found the best among them due to its better and fast computation results. Here in this paper Adaptive Resonance Theory ART1 is analyzed and proven a better way to cope up with the manufacturing problems.
Authors and Affiliations
Prabhat Kumar Giri , Dr. S. K. Moulick
Keywords
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