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

Author:

Tong Xing Xing1,Tong Xue Wen2

Affiliation:

1. State Nuclear Baoti Zirconium Industry Company

2. Nuclear Grade Zirconium

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

Publisher

Trans Tech Publications, Ltd.

Subject

Mechanical Engineering,Mechanics of Materials,Condensed Matter Physics,General Materials Science

Reference6 articles.

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3. Yang-Il Jung, Myung-Ho Lee, Hyun-Gil Kim,et.al.Behavior of a recrystallization in HANA-4 and HANA-6 zirconium-based alloys [J]. Journal of Alloys and Compounds 479 (2009): 423–426.

4. Eylon,D. Zirconium for Energy and industry Aplications [M]. The metal lurgical Socilety of AIME, 1981: 158-163.

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