Title

Data mining in design of products and production systems

Document Type

Article

Peer Reviewed

1

Publication Date

1-1-2007

Journal/Book/Conference Title

Annual Reviews in Control

Volume

31

Abstract

Data mining is acquiring its own identity by refining concepts from other disciplines, developing generic algorithms, and entering new application areas. Engineering design and manufacturing have been affected by the data mining pursuit. This paper outlines areas of product and manufacturing system design that are particularly suitable for data-mining applications. One of the emerging areas is innovation. The key challenges of data mining in the domains discussed in the paper are outlined. 2007 Elsevier Ltd. All rights reserved.

Keywords

Sustainability, Data mining is acquiring its own identity by refining concepts from other disciplines, developing generic algorithms, and entering new application areas. Engineering design and manufacturing have been affected by the data mining pursuit. This paper outlines areas of product and manufacturing system design that are particularly suitable for data-mining applications. One of the emerging areas is innovation. The key challenges of data mining in the domains discussed in the paper are outlined. 2007 Elsevier Ltd. All rights reserved.

Published Article/Book Citation

Annual Reviews in Control, 31:1 (2007) pp.147-156.



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URL

http://ir.uiowa.edu/cee_pubs/452