DocumentCode
2904241
Title
Prediction Model of Arc Furnace Based on Improved BP Neural Network
Author
Zhao Hui ; Xiaobo Wang
Author_Institution
Key Lab. for Control Theor. & Applic. in Complicated Syst., Tianjin Univ. of Technol., Tianjin, China
Volume
3
fYear
2009
fDate
4-5 July 2009
Firstpage
664
Lastpage
669
Abstract
Itpsilas very important to control the electrode current of arc furnace. This paper firstly discuss intelligent control method of arc furnace based on neural network, then the three-phase current prediction model of arc furnace has been built and it is analyzed and simulated by Matlab software. The result shows that the electrode is effective controlled and the effect by using improved BP method is satisfactory.
Keywords
arc furnaces; backpropagation; electric current control; neurocontrollers; predictive control; BP neural network; Matlab software; arc furnace; current prediction; electrode current; intelligent control; prediction model; Control systems; Control theory; Electric variables control; Electrodes; Furnaces; Intelligent control; Mathematical model; Neural networks; Piecewise linear techniques; Predictive models; BP algorithm; arc furnace; neural network; prediction model;
fLanguage
English
Publisher
ieee
Conference_Titel
Environmental Science and Information Application Technology, 2009. ESIAT 2009. International Conference on
Conference_Location
Wuhan
Print_ISBN
978-0-7695-3682-8
Type
conf
DOI
10.1109/ESIAT.2009.358
Filename
5199782
Link To Document