Paper Title:
Prediction of Heating Processing-Properties of Ti2AlC/TiAl Compound Materials Based on BP Neural Network
  Abstract

Parameters of processing (heat treatment temperature, holding time) and properties (Bending strength and Microhardness) of Ti2AlC/TiAl compound materials were obtained through mechanical properties examination, the network model was built by BP artificial neural network. The results show that the built model can reflect the relationships between processing and properties very well and has certain accuracy. It can be used for the prediction of the properties of Ti2AlC/TiAl compound materials after heating processing under different experiment conditions. Meanwhile, the model can also serve as a guide for the preparation technology of Ti2AlC/TiAl compound materials.

  Info
Periodical
Advanced Materials Research (Volumes 306-307)
Chapter
Chapter 7: Composite Materials
Edited by
Shiquan Liu and Min Zuo
Pages
823-826
DOI
10.4028/www.scientific.net/AMR.306-307.823
Citation
M. Wen, Y. L. Yue, H. T. Zhang, Y. Li, "Prediction of Heating Processing-Properties of Ti2AlC/TiAl Compound Materials Based on BP Neural Network", Advanced Materials Research, Vols. 306-307, pp. 823-826, 2011
Online since
August 2011
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Price
$32.00
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