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: | Bahrami A., Lynch M., Dagli C.H. |
Keywords: | neural networks |
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.