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Constitutive Modeling of 17-4PH Stainless Steel Sheet at Elevated Temperature and Statistical Optimization

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Abstract

The tensile flow behavior of 17-4PH stainless steel sheet was investigated from 650 °C to 850 °C at strain rates of 10−4 to 10−1 s−1. The result indicates that work hardening and dynamic recovery are exhibited in the tensile test in the temperature lower than 750 °C, and a steady stage of stress occurs higher than 750 °C because of dynamic recrystallization. After a step-by-step procedure for data analysis in the hot tensile test, the original constitutive model was given. Considering the strain compensation, several revised constitutive models of Arrhenius-type were constructed with statistical optimization and multi-strain correction. The comparison shows perfect accurate flow predictions through multi-strain modified models. Meanwhile, the flow behavior of random conditions is predicted accurately by a single correction model with Tikhonov regularization.

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Acknowledgments

The authors gratefully acknowledge the support from Aeronautical Science Foundation of China (20153021001).

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Authors and Affiliations

  1. National Key Laboratory of Science and Technology on Helicopter Transmission, Nanjing University of Aeronautics and Astronautics, Nanjing, 210016, China

    Nan Su, Minghe Chen, Lansheng Xie & Weipeng Tang

  2. AVIC Xi’an Aircraft Industry (Group) Company Ltd, Xi’an, 710000, China

    Wenliang Zhang

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  1. Nan Su
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Correspondence to Nan Su.

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Su, N., Chen, M., Zhang, W. et al. Constitutive Modeling of 17-4PH Stainless Steel Sheet at Elevated Temperature and Statistical Optimization. J. of Materi Eng and Perform 29, 1194–1205 (2020). https://doi.org/10.1007/s11665-020-04648-6

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  • DOI: https://doi.org/10.1007/s11665-020-04648-6

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