Intelligent design retrieval and packaging system: Application of neural networks in design and manufacturing

Intelligent design retrieval and packaging system: Application of neural networks in design and manufacturing

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Article ID: iaor19951276
Country: United Kingdom
Volume: 33
Issue: 2
Start Page Number: 405
End Page Number: 426
Publication Date: Feb 1995
Journal: International Journal of Production Research
Authors: , ,
Keywords: neural networks
Abstract:

The authors describe a hybrid intelligent design retrieval and packaging system by utilizing techniques such as fuzzy associative memory, backpropagation neural networks, and adaptive resonance theory. As an illustrative example, a prototype of the proposed system has been developed to intelligently retrieve a design from a standard set of chair designs that can satisfy the required needs. The system then automatically passes the design to an intelligent packaging system which locates the parts needed from a designated area and packages the parts in the packaging area. This novel application of neural networks could establish the basic foundation of a true intelligent manufacturing system.

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