DocumentCode
2956126
Title
Product design model for impact toughness estimation in steel plate manufacturing
Author
Tamminen, Satu ; Juutilainen, Ilmari ; Röning, Juha
Author_Institution
Dept. of Electr. & Inf. Eng., Univ. of Oulu, Oulu
fYear
2008
fDate
1-8 June 2008
Firstpage
989
Lastpage
992
Abstract
The purpose of this study was to develop a product design model for impact toughness estimation of low-alloy steel plates. Based on these estimates, the rejection probability of steel plates can be approximated. The target variable was formulated from three Charpy-V measurements with a LIB transformation, because the mean of the measurements would have lost valuable information.The method is suitable for all steel grades in production and it is not restricted to a few test temperatures. There were differences between the performances of different product groups, but overall performance was promising. Next the developed model will be implemented into a graphical simulation tool that is in daily use in the product planning department and already contains some other mechanical property models. The model will guide designers in predicting the related risk of rejection and in producing desired properties in the product at lower cost.
Keywords
plates (structures); product design; production engineering computing; steel manufacture; Charpy-V measurements; LIB transformation; graphical simulation tool; impact toughness estimation; low-alloy steel plates; product design model; steel plate manufacturing; Costs; Loss measurement; Mechanical factors; Predictive models; Product design; Production; Steel; Temperature; Testing; Virtual manufacturing;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on
Conference_Location
Hong Kong
ISSN
1098-7576
Print_ISBN
978-1-4244-1820-6
Electronic_ISBN
1098-7576
Type
conf
DOI
10.1109/IJCNN.2008.4633919
Filename
4633919
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