Application of the Electrode System Intelligent Controller for Ladle Furnace

Author

Zhang, Shifeng ; Li, Kun ; Li, Peng ; Zhang, Zhenxin

Author_Institution

Anhui Univ. of Technol., Maanshan

fYear

2007

fDate

5-8 Aug. 2007

Firstpage

2570

Lastpage

2574

Abstract

Towards electrode control system of LF furnace, a adaptive inverse control algorithm based on RBF NN is presented, which identifies real-time and decoupling by RBF NN on-line, and designs a computer control system based on control software of WinAC. The results of application show that this system is able to adapt with load change and external interference very well, and could overcome the dithering of electrode effectively, especially The control system have a good tacking characteristic.

Keywords

adaptive control; control system CAD; furnaces; neurocontrollers; radial basis function networks; steel manufacture; RBF NN; WinAC control software; adaptive inverse control; computer control system design; decoupling; electrode control system; intelligent controller; ladle furnace; Adaptive control; Application software; Control systems; Electrodes; Furnaces; Intelligent systems; Neural networks; Programmable control; Real time systems; Software algorithms; LF furnace; RBF neural network; WinAC; electrode control; inverse controller;

fLanguage

English

Publisher

ieee

Conference_Titel

Mechatronics and Automation, 2007. ICMA 2007. International Conference on

Conference_Location

Harbin

Print_ISBN

978-1-4244-0828-3

Electronic_ISBN

978-1-4244-0828-3

Type

conf

DOI

10.1109/ICMA.2007.4303961

Filename

4303961