Knowledge Discovery and Analysis in Manufacturing

Authors

Mark Polczynski, Marquette UniversityFollow
Andzrej Kochanski, Warsaw University of Technology

Document Type

Article

Language

eng

Format of Original

3 p.

Publication Date

6-2010

Publisher

Taylor & Francis

Source Publication

Quality Engineering

Source ISSN

0898-2112

Original Item ID

doi: 10.1080/08982111003742855

Abstract

The quality and reliability requirements for next-generation manufacturing are reviewed, and current approaches are cited. The potential for augmenting current quality/reliability technology is described, and characteristics of potential future directions are postulated. Methods based on knowledge discovery and analysis in manufacturing (KDAM) are reviewed, and related successful applications in business and social fields are discussed. Typical KDAM applications are noted, along with general functions and specific KDAM-related technologies. A systematic knowledge discovery process model is reviewed, and examples of current work are given, including description of successful applications of KDAM to creation of rules for optimizing gas porosity in sand casting molds. Finally, directions in KDAM technology and associated research requirements are described, and comments related to application and acceptance of KDAM are provided.

Comments

Accepted version. Quality Engineering, Vol. 22, No. 3 (June 2010): 169-181. DOI. © 2010 Taylor & Francis. Used with permission.

Recommended Citation

Polczynski, Mark and Kochanski, Andzrej, "Knowledge Discovery and Analysis in Manufacturing" (2010). Electrical and Computer Engineering Faculty Research and Publications. 96.
https://epublications.marquette.edu/electric_fac/96