Title :
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
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;
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
DOI :
10.1109/ICMA.2007.4303961
