Abstract
The results of a computational experiment with a neural-net model simulating the effect of the chemical composition on the plastic properties of ÉP-450 steel are presented. It is shown that computer-aided development of reactor steel with prescribed properties is, in principle, possible.
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REFERENCES
E. A. Medvedeva, Yu. K. Bibilashvili, Yu. I. Kazennov, et al., “Promising high-chromium steel for use in fast-reactor fuel elements,” Fiz.Khim.Obrab.Mater., No. 6, 26–31 (2001).
N. K. Vasina, R. N. Grishmanovskaya, V. A. Ignatov, et al., “Influence of high damaging irradiation doses on austenitic and ferrite-martensite steel for fast-reactor cores,” in: Proceedings of an International Conference on Radiation Materials Science, Alushta, May 22–25, 1990, Khar'kov (1990), Vol. 3, pp. 35–42.
S. Osovskii, Neural Nets for Information Processing, Finansy i Statistika, Moscow (2002).
S. M. Obraztsov, G. A. Birzhevoi, V. A. Solov'ev, and V. I. Rachkov, “Neural-net simulation of the strength properties of reactor steels,” in: Proceedings of the 15th International Conference on the Physics of Radiation Phenomena and Radiation Materials Science, Alushta, Crimea (2002), pp. 105–106.
F. Rozenblatt, The Principles of Neural Dynamics.The Perceptron and the Theory of Brain Mechanisms [Russian translation], Mir, Moscow (1965).
V. S. Mes'kin, The Principles of Alloying Steel [in Russian], Metallurgizdat, Moscow (1959).
I. Vuchkov, L. Boyadzhieva, and E. Solakov, Applied Linear Regression Analysis, Finansy i Statistika, Moscow (1987).
N. Draper and H. Smith, Applied Regression Analysis [Russian translation], Finansy i Statistika, Moscow (1986), Vol. 2.
N. D. Tomashov and G. P. Chernova, The Theory of Corrosion and Corrosion-Resistant Structural Alloys, Metallurgiya, Moscow (1986).
A. G. Ioltukhovskii, M. V. Leont'eva-Smirnova, V. M. Chernov, et al., “Development of the new-generation 16Kh12V2FTaR heat-temperature 12% chromium steel with fast decay of induced activity for nuclear power in Russia,” Metalloved.Termich.Obrab.Metall., No. 11, 60–64 (2002).
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Obraztsov, S.M., Birzhevoi, G.A., Konobeev, Y.V. et al. Neural-Net Analysis of the Plasticity of ÉP-450 Ferrite–Martensite Steel with Different Alloying Element Concentrations. Atomic Energy 96, 111–116 (2004). https://doi.org/10.1023/B:ATEN.0000027878.69238.26
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DOI: https://doi.org/10.1023/B:ATEN.0000027878.69238.26