Abstract
The quantitative effects of chromium content on continuous cooling transformation (CCT) diagrams of novel air-cooled bainite steels were analyzed using artificial neural network models. The results showed that the chromium may retard the high and medium-temperature martensite transformation.
This is a preview of subscription content, log in via an institution to check access.
Access this article
We’re sorry, something doesn't seem to be working properly.
Please try refreshing the page. If that doesn't work, please contact support so we can address the problem.
Similar content being viewed by others
References
Nielsen R H. Neurocomputing [M]. Massachusetts: Addision-Wesley Publishing Company, 1991.
YOU Wei. Predicting the CCT Diagrams of Novel Air-Cooled Bainite Steels Using Artificial Neural Networks [D]. Beijing: Tsinghua University, 2004 (in Chinese).
The No. 1 Iron Factory, Benxi Iron and Steel Corporation and Tsinghua University. The Atlas of Super-Cooling Austenite Transformation Diagrams [M]. Benxi: The No. 1 Iron Factory Press, Benxi Iron and Steel Corporation, 1978 (in Chinese).
American Society for Metals. Atlas of Isothermal Transformation and Cooling Transformation Diagrams [M]. Metals Park, Ohio: American Society for Metals Press, 1977.
ZHANG Shi-zhong. Atlas of Super-Cooling Austenite Transformation Diagrams [M]. Beijing: Metallurgical Industry Press, 1993 (in Chinese).
Ha’erbin Research Institute of Welding, Machinery and Electronical Industry Ministry. CCT Atlas of Welding of Low Alloy Steels [M]. Beijing: China Machine Press, 1990 (in Chinese).
Japan Society for Irons and Steels. Atlas of CCT of Welding Steels [M]. Tokyo: Japan Society for Iron and Steels, 1992.
Japan Society for Irons and Steels. Atlas of Continuous Cooling Transformation Diagrams of Low Carbon Steels [M]. Tokyo: Japan Society for Irons and Steels, 1992.
So Sung-sau, Martin Karplus. Evolutionary Optimization in Quantitative Structure-Activity Relationship: An Application of Genetic Neural Networks [J]. Journal of Medicinal Chemistry, 1996, 39(7): 1524–1528.
Wölk P. Modeling CCT Diagrams of Engineering Steels Using Neural Networks [M]. Delft: Delft University Press, 2001.
WANG Xiao-tian. Metallic Materials Science [M]. Beijing: Machinery Industry Press, 1991 (in Chinese).
Author information
Authors and Affiliations
Corresponding author
Additional information
Biography: YOU Wei (1973-), Male, Doctor, Senior Engineer;
Rights and permissions
About this article
Cite this article
You, W., Xu, Wh., Liu, Yx. et al. Effect of Chromium on CCT Diagrams of Novel Air-Cooled Bainite Steels Analyzed by Neural Network. J. Iron Steel Res. Int. 14, 39–42 (2007). https://doi.org/10.1016/S1006-706X(07)60055-7
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1016/S1006-706X(07)60055-7