GA Neural Network Based on Modelling for DC Arc Furnace Steelmaking Process

Liu Heping; Guo Zhe; Li Huade; Sun Ming

doi:10.13374/j.issn1001-053x.1999.06.022

Volume 21 Issue 6

Aug. 2021

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Article Navigation > Chinese Journal of Engineering > 1999 > 21(6): 588-591

Liu Heping, Guo Zhe, Li Huade, Sun Ming. GA Neural Network Based on Modelling for DC Arc Furnace Steelmaking Process[J]. Chinese Journal of Engineering, 1999, 21(6): 588-591. doi: 10.13374/j.issn1001-053x.1999.06.022

Citation:

Liu Heping, Guo Zhe, Li Huade, Sun Ming. GA Neural Network Based on Modelling for DC Arc Furnace Steelmaking Process[J]. Chinese Journal of Engineering, 1999, 21(6): 588-591. doi: 10.13374/j.issn1001-053x.1999.06.022

Citation:

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GA Neural Network Based on Modelling for DC Arc Furnace Steelmaking Process

doi: 10.13374/j.issn1001-053x.1999.06.022

Informationg Engineering School, UST Beijing, Beijing 100083, China

Received Date: 1999-03-12
Available Online: 2021-08-27

Abstract

Abstract

In process control system for DC arc furnace steelmaking,modelling is a key part.Because of its complicated mechanism and nonlinearity, it is difficult to model of the process accurately. A genetic neural network algorithm is presented for DC arc furnace steelmaking process modelling and good effects are obtained in its application for real manufacture process modelling.Simulation results with actual process data are presented.
- DC arc furnace,
- modelling,
- genetic algorithm(GA),
- neural network