Artificial neural networks in predicting current in electric arc furnaces

International Conference on Applied Sciences 2013

Panoiu, M.^1 ; Panoiu, C.^1 ; Iordan, A.^1 ; Ghiormez, L.^2

Polytechnic University of Timisoara, Electrical Engineering and Industrial Informatics Department, Revolutiei street, no. 5, Hunedoara 551128, Romania^1

Polytechnic University of Timisoara, Faculty of Automation and Computers, Vasile Parvan street no. 2, 300223, Timisoara, Romania^2

关键词: Data items;    Electric arc furnace;    Multi layer perceptron;    Predicting currents;    Radial based function;    Romania;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/57/1/012011/pdf
DOI  :  10.1088/1757-899X/57/1/012011

来源: IOP

【 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.