Szczegóły

Tytuł artykułu

Application of Artificial Neural Network to Predict the Tensile Properties of Dual-Phase Steels

Tytuł czasopisma

Archives of Metallurgy and Materials

Afiliacje

Shin, Seung-Hyeok : Seoul National University of Science and Technology, Department of Materials Science and Engineering, Seoul, 01811, Republic of Korea ; Kim, Sang-Gyu : Seoul National University of Science and Technology, Department of Materials Science and Engineering, Seoul, 01811, Republic of Korea ; Hwang, Byoungchul : Seoul National University of Science and Technology, Department of Materials Science and Engineering, Seoul, 01811, Republic of Korea

Autorzy

Słowa kluczowe

Artificial Neural Network (ANN) ; dual-phase steels ; alloying element ; microstructural factor ; tensile properties

Wydział PAN

Nauki Techniczne

Zakres

719-723

Wydawca

Institute of Metallurgy and Materials Science of Polish Academy of Sciences ; Commitee on Metallurgy of Polish Academy of Sciences

Bibliografia

[1] H.L. Kim, S.H. Bang, J.M. Choi, N.H. Tak, S.W. Lee, S.H. Park, Met. Mater. Int. 26, 1757-1765 (2020).
[2] S.I. Lee, J. Lee, B. Hwang, Mater. Sci. Eng. A 758, 56-59 (2019).
[3] S.I. Lee, S.Y. Lee, J. Han, B. Hwang, Mater. Sci. Eng. A 742, 334-343 (2019).
[4] S.I. Lee, S.Y. Lee, S.G. Lee, H.G. Jung, B. Hwang, Met. Mater. Int. 24, 1221-1231 (2018).
[5] S.Y. Lee, S.I. Lee, B. Hwang, Mater. Sci. Eng. A 711, 22-28 (2018).
[6] W . Bleck, S. Papaefthymiou, A. Frehn, Steel Res. Int. 75, 704-710 (2004).
[7] M .J Jang, H. Kwak, Y.W Lee, Y.J. Jeong, J. Choi, Y.H. Jo, W.M. Choi, H.J. Sung, E.Y. Yoon, S. Praveen, S. Lee, B.J. Lee, M.I. Abd El Aal, H.S. Kim, Met. Mater. Int. 25, 277-284 (2019).
[8] N. Saeidi, M. Jafari, J.G. Kim, F. Ashrafizadeh, H.S. Kim, Met. Mater. Int. 26, 168-178 (2020).
[9] M . Soleimani, H. Mirzadeh, C. Dehghanian, Met. Mater. Int. 26, 882-890 (2020).
[10] C.C. Tasan, M. Diehl, D. Yan, M. Bechtold, F. Roters, L. Schemmann, C. Zheng, N. Peranio, D. Ponge, M. Koyama, K. Tsuzaki, D. Raabe, Annual Rev. Mater. Res. 45, 391-431 (2015).
[11] D. Das, P.P. Chattopadhyay, J. Mater. Sci. 44, 2957-2965 (2009).
[12] D.K. Mondal, R.M. Dey, Mater. Sci. Eng. A 149, 173-181 (1992).
[13] M . Sarwar, R. Priestner, J. Mater. Sci. 31, 2091-2095 (1996).
[14] B. Hwang, T. Cao, S.Y. Shin, S. Lee, S.J. Kim, Mater. Sci. Tech. 21, 967-975 (2005).
[15] F. Najafkhani, H. Mirzadeh, M. Zamani, Met. Mater. Int. 25, 1039-1046 (2019).
[16] J.I. Yoon, J. Jung, H.H. Lee, J.Y. Kim, H.S. Kim, Met. Mater. Int. 25, 1161-1169 (2019).
[17] H. Duan, Y. Li, G. He, J. Zhang, Int. J. Mod. Phys. B 23, 1191- 1196 (2009).
[18] S. Krajewski, J. Nowacki, Arch. Civ. Mech. Eng. 14, 278-286 (2014).
[19] N.S. Reddy, C.H. Park, Y.H. Lee, C.S. Lee, Mater. Sci. Tech. 24, 294-301 (2008).
[20] N.S. Reddy, Y.H. Lee, C.H. Park, C.S. Lee, Mater. Sci. Eng. A 492, 276-282 (2008).
[21] N.S. Reddy, B.B. Panigrahi, M.H. Choi, J.H. Kim, C.S. Lee, Comput. Mater. Sci. 107, 175-183 (2015).
[22] N.S. Reddy, J. Krishnaiah, S.G. Hong, J.S. Lee, Mater. Sci. Eng. A 508, 93-105 (2009).
[23] T. Dutta, S. Dey, S. Datta, D. Das, Comput. Mater. Sci. 157, 6-16 (2019).
[24] C. Lin, P.L. Nrayana, N.S. Reddy, S.W. Choi, J.T. Yeom, J.K Hong, C.H. Park, J. Mater. Sci. Tech. 35, 907-916 (2019).
[25] I .D. Jung, D.S. Shin, D. Kim, J. Lee, M.S. Lee, H.J. Son, N.S. Reddy, M. Kim, S.K. Moon, K.T. Kim, J. Yu, S. Kim, S.J. Park, H. Sung, Materialia 11, 100699 (2020).
[26] H.S. Lim, J.Y. Kim, B. Hwang, J. Korean. Soc. Heat Treat. 30, 106-112 (2017).
[27] S. Sodjit, V. Uthaisangsuk, Mater. Des. 41, 370-379 (2012).
[28] Z. Jiang, Z. Guan, J. Lian, Mater. Sci. Eng. A 190, 55-64 (1995).
[29] P . Chang, A.G. Preban, Acta Metall. 33, 897-903 (1985).
[30] N.D. Beynon, S. Oliver, T.B. Jones, G. Fourlaris, Mater. Sci. Tech, 21, 771-778 (2005).

Data

2021.09.06

Typ

Article

Identyfikator

DOI: 10.24425/amm.2021.136368 ; ISSN 1733-3490

Źródło

Archives of Metallurgy and Materials
×