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Keywords: Kohonen self-organizing map
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Journal Articles
Journal:
Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Research-Article
J. Test. Eval.. September 2005, 33(5): 340–347.
Published Online: September 1, 2005
... acquisition, the AE data from each test were filtered to include only data collected up to 50 % of the theoretical ultimate load for further analysis. A Kohonen self-organizing map (SOM) was utilized to separate individual data points into failure mechanism clusters. Then a multiple linear regression analysis...