Prediction of heating-line paths in induction heating process using the artificial neural network

被引：0
|
作者：
Truong-Thinh Nguyen
Young-Soo Yang
Ki-Seong Kim
Chung-Min Hyun
机构：
[1] Chonnam National University,Department of Mechanical Engineering
[2] Chonnam National University,Division of Mechanical and Automotive Engineering
[3] Samsung Heavy Industries Co.,undefined
[4] Ltd.,undefined
来源：
International Journal of Precision Engineering and Manufacturing | 2011年 / 12卷
关键词：
Back-propagation; Neural network; Induction heating; Line heating; Forming plate;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
This paper presents the development of a back propagation neural network model for the prediction of heating-line positions in induction heating process. The vertical displacements of plate have been considered as the input parameters and the selected induction heating lines as output parameters to develop the model. The training patterns of neural network are obtained using an analytical solution that predicts plate deformations in induction heating process. The feasibility test reveals that the developed method can be used to determine the heating-line positions in line heating process.
引用
收藏
页码：105 / 113
页数：8
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