Paper Title:
Artificial Neural Network Models for Predicting Flow Stress and Microstructure Evolution of a Hydrogenized Titanium Alloy
  Abstract

The effects of hydrogen contents and processing parameters of hot deformation on a Ti-6Al-2Zr-1Mo-1V alloy were investigated. Hot compressive tests were conducted at different temperatures and strain rates with various hydrogen contents. Based on these experimental data, the simulation models for predicting flow stress and microstructure evolution have been built by back propagation (BP) neural network. The numerical results gained via the networks were compared with the experimental results.

  Info
Periodical
Key Engineering Materials (Volumes 353-358)
Edited by
Yu Zhou, Shan-Tung Tu and Xishan Xie
Pages
541-544
DOI
10.4028/www.scientific.net/KEM.353-358.541
Citation
Q. Wang, J. Lai, D. L. Sun, "Artificial Neural Network Models for Predicting Flow Stress and Microstructure Evolution of a Hydrogenized Titanium Alloy", Key Engineering Materials, Vols. 353-358, pp. 541-544, 2007
Online since
September 2007
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Ha Guk Jeong, Y.G. Jeong, Duk Jae Yoon, Seo Gou Choi, Woo Jin Kim
Abstract:Magnesium alloy AZ31, which processed by conventional rolling or extrusion, has high anisotropy of mechanical properties in its strength and...
235
Authors: Zhi Min Zhang, Qiang Wang, B.C. Li, X. Zhang
Abstract:Warm compression tests of AZ31 Mg alloy were carried out at five temperatures in 30°C intervals from 210°C to 330°C. The samples of...
1813
Authors: Guo Qing Chen, S.H. Ji, Wen Long Zhou, C.W. Wu, Jian Ting Guo, Z.H. Huang
Abstract:NiAl-based alloy is a promising material applied in the fields of aeronautic and astronautic instruments. In the paper the compression...
457
Authors: Yan Wei Sui, Ai Hui Liu, Bang Sheng Li, Jing Jie Guo, Wei Biao Ju
Chapter 1: Materials Properties
Abstract:Ti-6Al-4V alloy castings are made by means of induction melting technology. The relationships between grain size and tensile strength, yield...
496
Authors: Mei Juan Hu, Peng Wang, Li Hong Han, Xin Li Han
Abstract:The dynamic mechanical behaviors of as-cast sour service drill pipe steel under development during hot deformation were studied in this paper...
266