Simulation of microstructure defects creep on nickel-based superalloys by Genetic Algorithm

Meng I. Lei, Zhang Shu
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引用次数: 1

Abstract

Based on finite element method and genetic algorithms dynamic mathematical model is established, and the simulation of stress distribution around the defects of single crystal nickel-based superalloysis also established with ANSYS. After the change of stress field with time is analyzed, the result is compared with that achieved through numerical calculation and experimental analysis. The comparison shows that the combination of Finite element method and genetic algorithm is an effective way to micro-simulation. a model is established and simulated for nickel-based superalloys by finite element Method tool, the paper also analysis the stress field of microstructure defects. An Optimization Method is used to the Simulation by Genetic Algorithm, and the results are compared with experimental analysis. The comparison shows the model and Algorithm are correct and can provide basis for the study of creep features and microstructure evolution
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基于遗传算法的镍基高温合金显微组织缺陷蠕变模拟
基于有限元法和遗传算法建立了动态数学模型,并利用ANSYS软件对单晶镍基超合金缺陷周围的应力分布进行了模拟。分析了应力场随时间的变化规律,并与数值计算和实验分析结果进行了比较。结果表明,有限元法与遗传算法相结合是一种有效的微仿真方法。建立了镍基高温合金的有限元模型,并对其进行了数值模拟,分析了显微组织缺陷的应力场。采用遗传算法对仿真结果进行优化,并与实验分析结果进行了比较。结果表明,该模型和算法是正确的,可为蠕变特征和微观结构演化的研究提供依据
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