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A modified constitutive model based on Arrhenius-type equation to predict the flow behavior of Fe–36%Ni Invar alloy

Published online by Cambridge University Press:  03 July 2017

Shuai He
Affiliation:
State Key Laboratory of Rolling and Automation, Northeastern University, Shenyang 110819, China
Chang-sheng Li*
Affiliation:
State Key Laboratory of Rolling and Automation, Northeastern University, Shenyang 110819, China
Zhen-yi Huang
Affiliation:
School of Metallurgic Engineering, Anhui University of Technology, Ma’Anshan 243000, China
Jian-jun Zheng
Affiliation:
State Key Laboratory of Rolling and Automation, Northeastern University, Shenyang 110819, China
*
a) Address all correspondence to this author. e-mail: lics@ral.neu.edu.cn
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Abstract

The predictability of modified constitutive model, based on Arrhenius type equation, for illustrating the flow behavior of Fe–36%Ni Invar alloy was investigated via isothermal hot compression tests. The hot deformation tests were carried out in a temperature range of 850–1100 °C and strain rates from 0.01 to 10 s−1. True stress-true strain curves exhibited the dependence of the flow stress on deformation temperatures and strain rates, which then described in Arrhenius-type equation by Zener–Holloman parameter. Moreover, the related material constants and hot deformation activation energy (Q) in the constitutive model were calculated by considering the effect of strain as independent function on them and employing sixth polynomial fitting. Subsequently, the performance of the modified constitutive equation was verified by correlation coefficient and average absolute relative error which were estimated in accordance with experimental and predicted data. The results showed that the modified constitutive equation possess reliable and stable ability to predict the hot flow behavior of studied material under different deformation conditions. Meanwhile, Zener–Holloman parameter map was established according to the modified constitutive equation and used to estimate the extent of dynamic recrystallization.

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Articles
Copyright
Copyright © Materials Research Society 2017 

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Footnotes

Contributing Editor: Michael E. McHenry

References

REFERENCES

Lentz, M., Gall, S., Schmack, F., Mayer, H.M., and Reimers, W.: Hot working behavior of a WE54 magnesium alloy. J. Mater. Sci. 49, 1121 (2013).Google Scholar
Soliman, M. and Palkowski, H.: Influence of hot working parameters on microstructure evolution, tensile behavior and strain aging potential of bainitic pipeline steel. Mater. Des. 88, 759 (2015).CrossRefGoogle Scholar
Sun, C.Y., Guo, N., Fu, M.W., and Liu, C.: Experimental investigation and modeling of ductile fracture behavior of TRIP780 steel in hot working conditions. Int. J. Mech. Sci. 110, 108 (2016).CrossRefGoogle Scholar
Mehtedi, M.E., Musharavati, F., and Spigarelli, S.: Modelling of the flow behaviour of wrought aluminium alloys at elevated temperatures by a new constitutive equation. Mater. Des. 54, 869 (2014).Google Scholar
Lin, Y.C., Li, Q.F., Xia, Y.C., and Li, L.T.: A phenomenological constitutive model for high temperature flow stress prediction of Al–Cu–Mg alloy. Mater. Sci. Eng., A 534, 654 (2012).Google Scholar
Li, H.Y., Liu, Y., Lu, X.C., and Su, X.J.: Constitutive modeling for hot deformation behavior of ZA27 alloy. J. Mater. Sci. 47, 5411 (2012).Google Scholar
Wang, X., Chandrashekhara, K., Rummel, S.A., Lekakh, S., Van Aken, D.C., and O’Malley, R.J.: Modeling of mass flow behavior of hot rolled low alloy steel based on combined Johnson–Cook and Zerilli–Armstrong model. J. Mater. Sci. 52, 2800 (2016).Google Scholar
Samantaray, D., Mandal, S., and Bhaduri, A.K.: A comparative study on Johnson Cook, modified Zerilli–Armstrong and Arrhenius-type constitutive models to predict elevated temperature flow behaviour in modified 9Cr–1Mo steel. Comput. Mater. Sci. 47, 568 (2009).Google Scholar
Abbasi-Bani, A., Zarei-Hanzaki, A., Pishbin, M.H., and Haghdadi, N.: A comparative study on the capability of Johnson–Cook and Arrhenius-type constitutive equations to describe the flow behavior of Mg–6Al–1Zn alloy. Mech. Mater. 71, 52 (2014).Google Scholar
Sun, Y., Ye, W.H., and Hu, L.X.: Constitutive modeling of high-temperature flow behavior of Al–0.62Mg–0.73Si aluminum alloy. J. Mater. Eng. Perform. 25, 1621 (2016).Google Scholar
Zhao, J., Jiang, Z., Zu, G., Du, W., Zhang, X., and Jiang, L.: Flow behaviour and constitutive modelling of a ferritic stainless steel at elevated temperatures. Met. Mater. Int. 22, 474 (2016).Google Scholar
Tan, Y.B., Duan, J.L., Yang, L.H., Liu, W.C., Zhang, J.W., and Liu, R.P.: Hot deformation behavior of Ti–20Zr–6.5Al–4V alloy in the α + β and single β phase field. Mater. Sci. Eng., A 609, 226 (2014).Google Scholar
Ashtiani, H.R.R. and Shahsavari, P.: Strain-dependent constitutive equations to predict high temperature flow behavior of AA2030 aluminum alloy. Mech. Mater. 100, 209 (2016).CrossRefGoogle Scholar
Zhou, M., Lin, Y.C., Deng, J., and Jiang, Y.Q.: Hot tensile deformation behaviors and constitutive model of an Al–Zn–Mg–Cu alloy. Mater. Des. 59, 141 (2014).Google Scholar
Zhang, C., Ding, J., Dong, Y., Zhao, G., Gao, A., and Wang, L.: Identification of friction coefficients and strain-compensated Arrhenius-type constitutive model by a two-stage inverse analysis technique. Int. J. Mech. Sci. 98, 195 (2015).Google Scholar
Changizian, P., Zarei-Hanzaki, A., and Roostaei, A.A.: The high temperature flow behavior modeling of AZ81 magnesium alloy considering strain effects. Mater. Des. 39, 384 (2012).CrossRefGoogle Scholar
Yu, D.H.: Modeling high-temperature tensile deformation behavior of AZ31B magnesium alloy considering strain effects. Mater. Des. 51, 323 (2013).Google Scholar
Askariani, S.A. and Hasan Pishbin, S.M.: Hot deformation behavior of Mg–4Li–1Al alloy via hot compression tests. J. Alloys Compd. 688, 1058 (2016).Google Scholar
Gao, F., Liu, Z., Misra, R.D.K., Liu, H., and Yu, F.: Constitutive modeling and dynamic softening mechanism during hot deformation of an ultra-pure 17%Cr ferritic stainless steel stabilized with Nb. Met. Mater. Int. 20, 939 (2014).CrossRefGoogle Scholar
Cao, Y., Di, H., Misra, R.D.K., Yi, X., Zhang, J., and Ma, T.: On the hot deformation behavior of AISI 420 stainless steel based on constitutive analysis and CSL model. Mater. Sci. Eng., A 593, 111 (2014).Google Scholar
Marandi, A., Zarei-Hanzaki, A., Haghdadi, N., and Eskandari, M.: The prediction of hot deformation behavior in Fe–21Mn–2.5Si–1.5Al transformation-twinning induced plasticity steel. Mater. Sci. Eng., A 554, 72 (2012).Google Scholar
Wu, S.W., Zhou, X.G., Cao, G.M., Liu, Z.Y., and Wang, G.D.: The improvement on constitutive modeling of Nb–Ti micro alloyed steel by using intelligent algorithms. Mater. Des. 116, 676 (2017).CrossRefGoogle Scholar
Wang, L., Liu, F., Cheng, J.J., Zuo, Q., and Chen, C.F.: Arrhenius-type constitutive model for high temperature flow stress in a Nickel-based corrosion-resistant alloy. J. Mater. Eng. Perform. 25, 1394 (2016).Google Scholar
Samantaray, D., Patel, A., Borah, U., Albert, S.K., and Bhaduri, A.K.: Constitutive flow behavior of IFAC-1 austenitic stainless steel depicting strain saturation over a wide range of strain rates and temperatures. Mater. Des. 56, 565 (2014).Google Scholar
Cai, J., Lei, Y., Wang, K., Zhang, X., Miao, C., and Li, W.: A comparative investigation on the capability of modified Zerilli–Armstrong and Arrhenius-type constitutive models to describe flow behavior of BFe10-1-2 cupronickel alloy at elevated temperature. J. Mater. Eng. Perform. 25, 1952 (2016).Google Scholar
Guan, Z., Ren, M., Zhao, P., Ma, P., and Wang, Q.: Constitutive equations with varying parameters for superplastic flow behavior of Al–Zn–Mg–Zr alloy. Mater. Des. 54, 906 (2014).Google Scholar
Jia, W., Xu, S., Le, Q., Fu, L., Ma, L., and Tang, Y.: Modified Fields–Backofen model for constitutive behavior of as-cast AZ31B magnesium alloy during hot deformation. Mater. Des. 106, 120 (2016).Google Scholar
Tsao, L.C., Huang, Y.T., and Fan, K.H.: Flow stress behavior of AZ61 magnesium alloy during hot compression deformation. Mater. Des. 53, 865 (2014).Google Scholar
Zhu, Y., Zeng, W., Sun, Y., Feng, F., and Zhou, Y.: Artificial neural network approach to predict the flow stress in the isothermal compression of as-cast TC21 titanium alloy. Comput. Mater. Sci. 50, 1785 (2011).Google Scholar
Han, Y., Zeng, W., Zhao, Y., Qi, Y., and Sun, Y.: An ANFIS model for the prediction of flow stress of Ti600 alloy during hot deformation process. Comput. Mater. Sci. 50, 2273 (2011).Google Scholar
Qin, Y.J., Pan, Q.L., He, Y.B., Li, W.B., Liu, X.Y., and Fan, X.: Artificial neural network modeling to evaluate and predict the deformation behavior of ZK60 magnesium alloy during hot compression. Mater. Manuf. Processes 25, 539 (2010).Google Scholar
Sabokpa, O., Zarei-Hanzaki, A., Abedi, H.R., and Haghdadi, N.: Artificial neural network modeling to predict the high temperature flow behavior of an AZ81 magnesium alloy. Mater. Des. 39, 390 (2012).CrossRefGoogle Scholar
Quan, G.Z., Wang, T., Li, Y.L., Zhan, Z.Y., and Xia, Y.F.: Artificial neural network modeling to evaluate the dynamic flow stress of 7050 aluminum alloy. J. Mater. Eng. Perform. 25, 553 (2016).Google Scholar
Wang, M.H., Wang, G.T., and Wang, R.: Flow stress behavior and constitutive modeling of 20MnNiMo low carbon alloy. J. Cent. South Univ. 23, 1863 (2016).Google Scholar
Ji, G., Yang, G., Li, L., and Li, Q.: Modeling constitutive relationship of Cu–0.4Mg alloy during hot deformation. J. Mater. Eng. Perform. 23, 1770 (2014).Google Scholar
Peng, W., Zeng, W., Wang, Q., Zhao, Q., and Yu, H.: Effect of processing parameters on hot deformation behavior and microstructural evolution during hot compression of as-cast Ti60 titanium alloy. Mater. Sci. Eng., A 593, 16 (2014).CrossRefGoogle Scholar
Samantaray, D., Mandal, S., Phaniraj, C., and Bhaduri, A.K.: Flow behavior and microstructural evolution during hot deformation of AISI type 316 L(N) austenitic stainless steel. Mater. Sci. Eng., A 528, 8565 (2011).Google Scholar
Guo, L., Fan, X., Yu, G., and Yang, H.: Microstructure control techniques in primary hot working of titanium alloy bars: A review. Chin. J. Aeronaut. 29, 30 (2016).Google Scholar
Wang, M.H., Wang, W.H., Zhou, J., Dong, X.G., and Jia, Y.J.: Strain effects on microstructure behavior of 7050-H112 aluminum alloy during hot compression. J. Mater. Sci. 47, 3131 (2011).Google Scholar
Wu, B., Li, M.Q., and Ma, D.W.: The flow behavior and constitutive equations in isothermal compression of 7050 aluminum alloy. Mater. Sci. Eng., A 542, 79 (2012).Google Scholar
Liu, Y., Yao, Z., Ning, Y., Nan, Y., Guo, H., Qin, C., and Shi, Z.: The flow behavior and constitutive equation in isothermal compression of FGH4096–GH4133B dual alloy. Mater. Des. 63, 829 (2014).Google Scholar
Feng, D., Zhang, X.M., Liu, S.D., and Deng, Y.L.: Constitutive equation and hot deformation behavior of homogenized Al–7.68Zn–2.12Mg–1.98Cu–0.12Zr alloy during compression at elevated temperature. Mater. Sci. Eng., A 608, 63 (2014).CrossRefGoogle Scholar
Bobbili, R. and Madhu, V.: Dynamic recrystallization behavior of a biomedical Ti–13Nb–13Zr alloy. J. Mech. Behav. Biomed. Mater. 59, 146 (2016).Google Scholar
Chen, X.M., Lin, Y.C., Wen, D.X., Zhang, J.L., and He, M.: Dynamic recrystallization behavior of a typical nickel-based superalloy during hot deformation. Mater. Des. 57, 568 (2014).Google Scholar
Kai, X., Chen, C., Sun, X., Wang, C., and Zhao, Y.: Hot deformation behavior and optimization of processing parameters of a typical high-strength Al–Mg–Si alloy. Mater. Des. 90, 1151 (2016).Google Scholar
Mirzadeh, H., Cabrera, J.M., Najafizadeh, A., and Calvillo, P.R.: EBSD study of a hot deformed austenitic stainless steel. Mater. Sci. Eng., A 538, 236 (2012).Google Scholar
Haghdadi, N., Martin, D., and Hodgson, P.: Physically-based constitutive modelling of hot deformation behavior in a LDX 2101 duplex stainless steel. Mater. Des. 106, 420 (2016).CrossRefGoogle Scholar
Gall, S., Huppmann, M., Mayer, H.M., Müller, S., and Reimers, W.: Hot working behavior of AZ31 and ME21 magnesium alloys. J. Mater. Sci. 48, 473 (2012).Google Scholar
Cao, Y., Di, H., Zhang, J., Zhang, J., Ma, T., and Misra, R.D.K.: An electron backscattered diffraction study on the dynamic recrystallization behavior of a nickel–chromium alloy (800H) during hot deformation. Mater. Sci. Eng., A 585, 71 (2013).Google Scholar
Shiga, M.: Invar alloys. Crit. Rev. Solid State Mater. Sci. 1, 340 (1996).Google Scholar
Park, W.S., Chun, M.S., Han, M.S., Kim, M.H., and Lee, J.M.: Comparative study on mechanical behavior of low temperature application materials for ships and offshore structures: Part I—Experimental investigations. Mater. Sci. Eng., A 528, 5790 (2011).Google Scholar
Xiong, W., Zhang, H., Vitos, L., and Selleby, M.: Magnetic phase diagram of the Fe–Ni system. Acta Mater. 59, 521 (2011).Google Scholar
He, Y., Wang, F., Li, C., Yang, Z., Zhang, J., and Li, Y.: Effect of Mg content on the hot ductility of wrought Fe–36Ni alloy with Ti addition. Mater. Sci. Eng., A 673, 99 (2016).CrossRefGoogle Scholar
Valenzuela, J.L., Valderruten, J.F., Pérez Alcázar, G.A., Colorado, H.D., Romero, J.J., González, J.M., Greneche, J.M., and Marco, J.F.: Low temperature study of mechanically alloyed Fe67.5Ni32.5 Invar sample. J. Magn. Magn. Mater. 385, 83 (2015).Google Scholar
Michler, T.: Influence of gaseous hydrogen on the tensile properties of Fe–36Ni Invar alloy. Int. J. Hydrogen Energy 39, 11807 (2014).Google Scholar
Zheng, J.J., Li, C.S., He, S., Cai, B., and Song, Y.L.: Microstructural and tensile behavior of Fe–36%Ni alloy after cryorolling and subsequent annealing. Mater. Sci. Eng., A 670, 275 (2016).Google Scholar
Zener, C. and Hollomon, J.H.: Effect of strain rate upon plastic flow of steel. J. Appl. Phys. 15, 22 (1944).Google Scholar
Yin, X.Q., Park, C.H., Li, Y.F., Ye, W.J., Zuo, Y.T., Lee, S.W., Yeom, J.T., and Mi, X.J.: Mechanism of continuous dynamic recrystallization in a 50Ti–47Ni–3Fe shape memory alloy during hot compressive deformation. J. Alloys Compd. 693, 426 (2017).Google Scholar
Sakai, T., Belyakov, A., Kaibyshev, R., Miura, H., and Jonas, J.J.: Dynamic and post-dynamic recrystallization under hot, cold and severe plastic deformation conditions. Prog. Mater. Sci. 60, 130 (2014).CrossRefGoogle Scholar