Artificial neural networks in predicting current in electric arc furnaces

被引：5
|
作者：
Panoiu, M. [1 ]
Panoiu, C. [1 ]
Iordan, A. [1 ]
Ghiormez, L. [2 ]
机构：
[1] Polytech Univ Timisoara, Elect Engn & Ind Informat Dept, Revolutiei St 5, Hunedoara 551128, Romania
[2] Polytechn Univ Timisoara, Fac Automat & Comp, Timisoara 300223, Romania
来源：
INTERNATIONAL CONFERENCE ON APPLIED SCIENCES (ICAS2013) | 2014年 / 57卷
关键词：
MODEL;
D O I：
10.1088/1757-899X/57/1/012011
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The paper presents a study of the possibility of using artificial neural networks for the prediction of the current and the voltage of Electric Arc Furnaces. Multi-layer perceptron and radial based functions Artificial Neural Networks implemented in Matlab were used. The study is based on measured data items from an Electric Arc Furnace in an industrial plant in Romania.
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收藏
页数：7
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