DETERMINATION OF A COEFFICIENT OF THERMAL EXPANSION BY MACHINE LEARNING

被引：0
|
作者：
Machu, Mario [1 ]
Drozdova, Lubomira [1 ]
Smetana, Bedrich [1 ]
Ruzicka, Jan [1 ]
Zla, Simona [1 ]
Sorokina, Svetlana [1 ]
机构：
[1] VSB Tech Univ Ostrava, Ostrava, Czech Republic
来源：
29TH INTERNATIONAL CONFERENCE ON METALLURGY AND MATERIALS (METAL 2020) | 2020年
关键词：
Coefficient of thermal expansion; artificial neural network; material proporties; modelling; STEEL;
D O I：
10.37904/metal.2020.3462
中图分类号：
TF [冶金工业];
学科分类号：
0806 ;
摘要：
Objective of this work is to model the thermal expansion coefficients of selected steel grade and compare results with those measured by TMA method. Coefficient of thermal expansion is described as a function of steel composition (C, Mn, P, S, Si, Cr, Ni, Mo) and temperature. Experimental values are described and compared with model. Correlation analysis of these data sets is done. Presented model is based on using artificial neural network and represents a preliminary test of method capability to be used for such problems class - for predicting of thermophysical properties depending on composition and temperatre.
引用
收藏
页码：57 / 61
页数：5
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