• 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