Neural networks for the identification and control of blast furnace hot metal quality

Journal of Process Control

Volumn 10, Issue 6, 2000, Pages 509-524

  Radhakrishnan, V R ^a   Mohamed, A R ^a  

^a SCHOOL OF PHYSICS   (Malaysia)

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; EXPERT SYSTEMS; LEARNING SYSTEMS; MATHEMATICAL MODELS; MEASUREMENT ERRORS; NEURAL NETWORKS; PROCESS CONTROL; QUALITY CONTROL; SENSORS; SLAGS;

SOFT SENSORS;

BLAST FURNACES;

EID: 0034551618     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0959-1524(99)00052-9     Document Type: Article

References (11)

1. Ufret C.M., Williams T.J. Mathematical model of the blast furnace process. Spalding D.B., Afgan N.H. Heat and Mass Transfer in Metallurgical Systems. 1981;3-27 Hemisphere Pub Co, Washington.
2. J.G. Peacey, W.G. Davenport, The Iron Blast Furnace, Pergamon Press, Oxford, 1979, pp. 178-180.
3. Loney D., Roberts I., Watson J. Modeling of hot strip mill runout table using artificial neural networks. Iron Making and Steel Making. 24(1):1997;34-39.
4. Meghlaoui A., Thibault J., Bui R.T., Tikasz L., Santerre R. Neural networks for the identification of the aluminium electrolysis process. Com., and Chem. Eng. 22(10):1998;1419-1428.
5. T.E. Quatrile, Y.A. Liu, Artificial intelligence in chemical engineering, Academic Press, San Diego, CA, 1991, pp. 248-256.
6. L.C. Hamilton, Modern Data Analysis - A First Course in Applied Statistics, Brooke Cole Pub., Co., Pacific Grove, CA, 1990, pp. 107-109.
7. Hoaglin D.C., Mosteller F., Tukey J.W. Understanding Robust and Exploratory Data analysis. 1983;Wiley, New York.
8. A.S. Venkatadri, S.K. Gupta, A relook on desulphurisation in Indian blast furnaces, in: S.P. Mehrotra, T.R. Ramachandran (Eds.) Proc. Intl. Conf. on 'Progress in Metallurgical Research', IIT Kanpur, 1985, pp. 186-194.
9. Tsuchiya N., Tokuda M., Ohtani M. The transfer of silicon from the gas phase to molten iron in the blast furnace. Met.,Trans. B(7B):1976;315-326.
10. Walker H. Blast furnace practice II. Lu W.K. Blast Furnace Iron Making. 1977;17-29 Mc Master University, Canada.
11. Ward M.D. Consistent iron. the steel makers viewpoint Ironmaking and Steel making. 2(2):1975;17-28.