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Modeling and characterization on electroplastic effect during dynamic deformation of 5182-O aluminum alloy

5182-O铝合金动态变形过程中电塑性效应的建模与表征
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摘要 The coupling effects of electrical pulse,temperature,strain rate,and strain on the flow behavior and plasticity of 5182-O aluminum alloy were investigated and characterized.The isothermal tensile test and electrically-assisted isothermal tensile test were performed at the same temperature,and three typical models were further embedded in ABAQUS/Explicit for numerical simulation to illustrate the electroplastic effect.The results show that electric pulse reduces the deformation resistance but enhances the elongation greatly.The calibration accuracy of the proposed modified Lim−Huh model for highly nonlinear and coupled dynamic hardening behavior is not much improved compared to the modified Kocks−Mecking model.Moreover,the artificial neural network model is very suitable to describe the macromechenical response of materials under the coupling effect of different variables. 研究并表征电脉冲、温度、应变速率和应变耦合效应对5182-O铝合金流动行为和塑性的影响。在相同温度下进行等温拉伸试验和电辅助等温拉伸试验,并将3种典型模型嵌入ABAQUS/Explicit中进行数值模拟以阐明电塑性效应。结果表明,电脉冲能显著降低合金的变形抗力但提高伸长率。与修正的Kocks−Mecking模型相比,所提出的修正Lim−Huh模型对高度非线性动态硬化行为的标定精度无明显提高。此外,神经网络模型非常适合描述不同变量耦合作用下的宏观力学响应。
作者 Hong-chun SHANG Song-chen WANG Yan-shan LOU 尚宏春;王松臣;娄燕山(西安交通大学机械工程学院,西安710049)
出处 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2024年第8期2455-2475,共21页 中国有色金属学报(英文版)
基金 the financial supports from the National Natural Science Foundation of China(Nos.52075423,U2141214).
关键词 machine learning aluminium alloy electroplastic effect coupling effect finite element analysis 机器学习 铝合金 电塑性效应 耦合效应 有限元分析
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