1. Modeling of Annealing Heat Treatment Parameters for Zr Alloy Tube by ANN-Ga
- Author
-
Xue Wen Tong and Xing Xing Tong
- Subjects
Condensed Matter::Materials Science ,Mechanical property ,Materials science ,Mechanics of Materials ,Annealing (metallurgy) ,Mechanical Engineering ,Computer Science::Neural and Evolutionary Computation ,General Materials Science ,Zr alloy ,Treatment parameters ,Composite material ,Condensed Matter Physics - 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
- Published
- 2020
- Full Text
- View/download PDF