Title | ||
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Computer-aided design/engineering of bearing systems using the Dempster-Shafer theory |
Abstract | ||
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Research in computer-aided design/engineering (CAD/E) has focused on enhancing the capability of computer systems in a design environment, and this work has continued in this trend by illustrating the use of the Dempster-Shafer theory to expand the computer's role in a CAD/E environment. An expert system was created using Dempster-Shafer methods that effectively modeled the professional judgment of a skilled tribologist in the selection of rolling element bearings. A qualitative and symbolic approach was used, but access to simple quantitative models was provided to the expert system shell. Although there has been significant discussion in the literature regarding modification/improvement of the Dempster-Shafer theory, Shafer's theories were found adequate in all respects for replicating the expert's judgment. However, an understanding of the basic theory is required for interpreting the results. |
Year | DOI | Venue |
---|---|---|
1995 | 10.1017/S0890060400002043 | AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING |
Keywords | Field | DocType |
DEMPSTER-SHAFER THEORY,DESIGN OF BEARING SYSTEMS,EXPERT SYSTEMS | CAD,Systems engineering,Software engineering,Computer science,Expert system,Computer Aided Design,Bearing (mechanical),Artificial intelligence,Knowledge base,Dempster–Shafer theory | Journal |
Volume | Issue | ISSN |
9 | 1 | 0890-0604 |
Citations | PageRank | References |
2 | 0.64 | 13 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
A. C. Butler | 1 | 2 | 0.64 |
F. Sadeghi | 2 | 2 | 0.64 |
S. S. Rao | 3 | 9 | 4.31 |
S. R. LeClair | 4 | 34 | 3.99 |