Journals →  CIS Iron and Steel Review →  2009 →  #1 →  Back

ArticleName Metallurgical limestone shaft kilning neural network model development
ArticleAuthor N. I. Koteleva, I. N. Beloglazov, I. S. Lebedeva, A. I. Mikheyev
ArticleAuthorData

Saint Petersburg State Mining Institute (Technical University)

N. I. Koteleva, I. N. Beloglazov, I. S. Lebedeva, A. I. Mikheyev

Abstract

It is concluded that the model developed within this research is capable enough of describing the process of metallurgical limestone kilning. The neural network using has allowed obtaining of the model that is simple but capable to function in changing process conditions. Having extra training capacities and abilities of getting quick results this neural network modeling may be used at the development of the neural net work system of metallurgical limestone kilning monitoring.

References

1. Rudenko O. G., Shchamraev A. A. The development of the neural network of the monitoring of sodium carbonate production. / Bulletin KhGTU № 1(19), 2004. — p. 366–370.
2. Golubev V. O. The research of the process of metallurgical limestone kilning //The Proceedings of the Mining Institute, 2006. V. 169. P. 101–103.
3. Methods of robust, neural and fuzzy, adaptive control: textbook / ed. N. D. Egupova; the 2nd edition. — М.: Publishing house of MGTU named after N. E. Bauman, 2002. — 744 p.
4. Tsaregorodtsev V. G. Optimization of data reduction for the testing neural network: optimum criterion // Materials of XIV International Neurocybernetics Conference, RostovonDon, 2005. V. 2. — P. 64–67.
5. Krisilov V. A., Chumichkin K. V., Kondratyuk A. V. The representation of the initial data in problems of neural network prediction // Scientific session of MIFI2003. National scientific and technical conference «Neural IT — 2003»: the Collection of proceedings in 2 parts. P. 1. М:MIFI, 2003, p. 184–191.
6. Khaikin, S. Neural networks: complete course, the 2nd edition: English version translat. — М.: Publishing house “Williams”, 2008. — 1104 p.

Full content Metallurgical limestone shaft kilning neural network model development
Back