Comparative study of phenomenological constitutive equations for an as-rolled M50NiL steel during hot deformation

被引：57

作者：

Ji, Guoliang ^{[1
]}

Li, Lei ^{[2
]}

Qin, Fangli ^{[1
]}

Zhu, Liyuan ^{[1
]}

Li, Qiang ^{[1
]}

机构：

[1] Henan Polytech Univ, Sch Mat Sci & Engn, Jiaozuo 454000, Peoples R China

[2] Shanghai Dian Ji Univ, Sch Mech Engn, Shanghai 201306, Peoples R China

来源：

JOURNAL OF ALLOYS AND COMPOUNDS | 2017年 / 695卷

关键词：

Constitutive equation; Hot deformation; Neural networks; Dynamic recrystallization; AUSTENITIC STAINLESS-STEEL; TEMPERATURE FLOW-STRESS; MAGNESIUM ALLOY; MICROSTRUCTURE EVOLUTION; TENSILE DEFORMATION; TI-6AL-4V ALLOY; BEHAVIOR; STRAIN; MODEL; COMPRESSION;

D O I：

10.1016/j.jallcom.2016.11.131

中图分类号：

O64 [物理化学（理论化学）、化学物理学];

学科分类号：

070304 ; 081704 ;

摘要：

Hot deformation behavior of M50NiL steel is studied via hot compression tests on the Gleeble-3500 thermal-mechanical simulator. The strain-compensated Arrhenius constitutive equation and the modified Fields-Backofen (FB) equation are developed using true stress-strain data. In order to incorporate the influence of strain on materials constants, back-propagation artificial neural networks are used to approximate materials constants. The developed Arrhenius constitutive model can predict accurately flow stress across the whole of hot working domain, describe very well the characteristics of true stress-strain curves at the stage of dynamic recovery and recrystallization, and can remove striking fluctuation caused by polynomial fitting of materials constants in predicted stress-strain curves. The FB equation can describe the work hardening, strain-rate sensitivity and temperature softening effects during hot deformation of M50NiL steel; however it cannot very well describe the real variation law with strain of flow stress at the stage of dynamic recrystallization. (C) 2016 Elsevier B.V. All rights

引用

页码：2389 / 2399

页数：11

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