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| Author: | Kusiak, A. Lee, H. |
| Title: | Neural computing-based design of components for cellular manufacturing (Produktentwicklung; Fertigungstechnik) |
| Journal: | International Journal of Production Research
1996 : JUL, VOL. 34:7, p. 1777-1790 |
| Index terms: | |
| Freeterms: | BETRIEBLICHE KONSTRUKTION, INDUSTRIAL ENGINEERING |
| Language: | eng |
| Abstract: | Products and components have been traditionally designed without considering constraints imposed by a manufacturing system. With the introduction of concurrent engineering, design and manufacturing engineering are viewed as an integrated area. A three-layer neural network that integrates several manufacturing functions is constructed for designing a cellular manufacturing system. The methodology overcomes the typical limitations of neural networks such as the internal representation and training problem, and proves to be appropriate for concurrent engineering. |
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