DocumentCode :
3221907
Title :
Temperature optimal control of the casting billet induction heating process based on the BP prediction model
Author :
Xu Zhe ; Pan Sanqiang
Author_Institution :
Inst. of Inf. & Control, Hangzhou Dianzi Univ., Hangzhou, China
fYear :
2013
fDate :
16-19 April 2013
Firstpage :
163
Lastpage :
167
Abstract :
It´s difficult to achieve the target temperature control for the continuous casting billet with regular voltage control curve in electromagnetic induction heating process of hot rolling production line. This paper first analyzed billet electromagnetic induction heating mechanism, determined the factors which caused the billet temperature rise, and applied artificial neural network to establish the temperature prediction model. Then, with decoupling the relationship between the billet heating conditions and the voltage curve, this paper applied the random search method to optimize the voltage control curve based on the prediction model. Finally, the actual trial showed that the optimized voltage control curve could achieve a high precision control of the target temperature.
Keywords :
backpropagation; billets; casting; hot rolling; induction heating; neural nets; optimal control; temperature control; voltage control; BP prediction model; artificial neural network; billet electromagnetic induction heating mechanism; billet heating conditions; billet temperature rise; casting billet induction heating process; continuous casting billet; electromagnetic induction heating process; hot rolling production line; precision control; temperature optimal control; temperature prediction model; voltage control curve; Billets; Electromagnetic heating; Inductors; Temperature distribution; Voltage control; electromagnetic induction heating; temperature optimal control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence in Control and Automation (CICA), 2013 IEEE Symposium on
Conference_Location :
Singapore
Type :
conf
DOI :
10.1109/CICA.2013.6611678
Filename :
6611678
Link To Document :
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