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An Expert System for the Validation and Interpretation of X-ray Residual Stress Data

Published online by Cambridge University Press:  06 March 2019

Marc Tricard
Affiliation:
Virginia Polytechnic Institute and State University Blacksburg, VA
Robert W. Hendricks
Affiliation:
Virginia Polytechnic Institute and State University Blacksburg, VA
Marc Guillot
Affiliation:
Ecole Nationale Superieure des Arts et Metiers Paris, France
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Abstract

Although widely recognized in the research community as one of the most accurate non-destructive methods for the determination of . residual stress in polycrystalline structural materials, x-ray diffraction has not been widely adopted in the field. This is partly due to the fact that such measurements require, most often, a well trained user with knowledge in both materials and mechanical sciences in addition to the specific know-how of the instrument. We believe that computer assistance could contribute to the promotion of this technique by increasing the productivity and accuracy of these measurements. We have developed a prototype expert system, using Nexpert Object's shell, to assist a non-trained operator in the validation and interpretation of X-ray diffraction residual stress data.

The present work describes this prototype which has been designed to confirm the feasibility of the concept. Its knowledge base contains relevant examples of the rules necessary for data validation. The prototype has also confirmed most of the concepts required for the implementation of a full-scale version by evaluating all of the major technical features such as graphics representation, external routines and database access.

Type
XII. Analysis of Stress and Fracture by Diffraction Methods
Copyright
Copyright © International Centre for Diffraction Data 1990

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References

[1] Dehan, C. F., An Intelligent Workstation for Reliable Residual stress Determination Using X-ray Diffraction, M. S. Thesis, Virginia Polytechnic Institute and state University, Blacksburg, Virginia 24061, (July 1989).Google Scholar
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