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Applying Research on Creep Constitutive Model of LC4 Aluminium Alloy Based on BC-RBFNN

机译:基于BC-RBFNN的LC4铝合金蠕变本构模型的应用研究

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creep is an extremely harmful phenomenon which can not be neglected at high temperature. As metal is increasingly used in high temperature structure, investigation on its creep at high temperature has actual significance. In this paper, the creep constitutive relationship of LC4 alumunium alloy under constant stress has been investigated by using creep testing data of LC4 aluminium alloy obtained under the same stress level and different temperature as knowledge base, and combining the characteristics of rheological forming of materials and Based on Clustering Radial Basis Function Neural Network (BC-RBFNN). A creep model based on BC-RBFNN has been obtained and compared, which validates that this model has higher precision and generalizing ability.
机译:蠕变是非常有害的现象,在高温下不能忽略。随着金属越来越多地用于高温结构中,研究其在高温下的蠕变具有实际意义。本文以在相同应力水平和不同温度下获得的LC4铝合金的蠕变测试数据为知识库,并结合材料的流变成型特性和材料特性,研究了LC4铝合金在恒定应力下的蠕变本构关系。基于聚类的径向基函数神经网络(BC-RBFNN)。获得并比较了基于BC-RBFNN的蠕变模型,验证了该模型具有较高的精度和泛化能力。

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