Intelligent design retrieval and packaging system: application of neural networks in design and manufacturing
作者:
A. BAHRAMI,
M. LYNCH,
C. H. DAGLI,
期刊:
International Journal of Production Research
(Taylor Available online 1995)
卷期:
Volume 33,
issue 2
页码: 405-426
ISSN:0020-7543
年代: 1995
DOI:10.1080/00207549508930157
出版商: Taylor & Francis Group
数据来源: Taylor
摘要:
We 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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