Modeling of Annealing Heat Treatment Parameters for Zr Alloy Tube by ANN-Ga

Xing Xing Tong; Xue Wen Tong

doi:10.4028/www.scientific.net/MSF.1001.207

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HomeMaterials Science ForumMaterials Science Forum Vol. 1001Modeling of Annealing Heat Treatment Parameters...

Modeling of Annealing Heat Treatment Parameters for Zr Alloy Tube by ANN-Ga

Abstract:

In this paper, there are tow part of module for predicting the Annealing heat treatments of Zr tube. The artificial neural network (ANN) were used for relationship between mechanical property and annealing parameters. The genetic algorithm (GA) were used for Annealing heat treatments of Zr tube. The best ANN network architecture is 2-8-3, and the optimum values of momentum factor is 0.8 while the Crossover is also 0.8 by ANN-GA, which can be efficiently track the effect of annealing Heat treatment on properties for Zr-4 alloy. Keywords: Zr alloy, Heat Treatment, mechanical propert

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Periodical:

Materials Science Forum (Volume 1001)

Pages:

207-211

DOI:

https://doi.org/10.4028/www.scientific.net/MSF.1001.207

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Online since:

July 2020

Authors:

Xing Xing Tong*, Xue Wen Tong

Keywords:

Heat Treatment, Mechanical Property, Zr Alloy

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