Application of improved local models of large scale databasebased online modeling to prediction of molten iron temperature of blast furnace

ISIJ International

Volumn 50, Issue 7, 2010, Pages 939-945

  Kaneko, Norio ^a   Matsuzaki, Shinroku ^b   Ito, Masahiro ^b   Oogai, Haruhisa ^a   Uchida, Kenko ^a  

^a WASEDA UNIVERSITY   (Japan)

^b NIPPON STEEL CORPORATION   (Japan)

Author keywords

Blast furnace; Just in time modeling; Mutual information; On line bayesian learning; Prediction; Process control; Sequential monte carlo; Weighted multiple regression

Indexed keywords

JUST-IN-TIME MODELING; MULTIPLE REGRESSIONS; MUTUAL INFORMATIONS; ON-LINE BAYESIAN LEARNING; PREDICTION; SEQUENTIAL MONTE CARLO;

BAYESIAN NETWORKS; BLAST FURNACES; COKE FUELED FURNACES; FORECASTING; FURNACES; GAS BURNERS; METAL ANALYSIS; METAL REFINERIES; METALLURGICAL FURNACES; MONTE CARLO METHODS; REGRESSION ANALYSIS;

PROCESS CONTROL;

EID: 77956789396     PISSN: 09151559     EISSN: None     Source Type: Journal    
DOI: 10.2355/isijinternational.50.939     Document Type: Article

References (18)

1. N. Miyasaka, M. Sugata, Y. Hara and S. Kondo: Tetsu-to-Hagané, 58 (1972), 18.
2. M. Hatano, Y. Misaka, Y. Matoba and K. Otsuka: Tetsu-to-Hagané, 67 (1981), 518.
3. M. Hatano, Y. Matoba, K. Otsuka, M. Yoshiki and T. Miyagi: Tetsuto-Hagané, 67 (1981), 528.
4. T. Fukuda, F. Naito, M. Himeda, T. Suetaki, M. Nishio, K. Nishikawa and M. Kanbe: Tetsu-to-Hagané, 70 (1984), 51.
5. M. Wallerand H. Saxén: ISIJ Int., 42 (2002), 316.
6. R. Nakajima, T. Sumigama, A. Maki, K. Wakimoto, K. Hashimoto, A. Sakai and M. Sakurai: Tetsu-to-Hagané, 73 (1987), 2100.
7. L. G. Locklee, A. R. Mcnamara, K. C. The, H. M. Lie, B. J. Orenstein and D. J. H. Brown: ISIJ Int., 30 (1990), 90.
8. S. Amano, T. Takarabe, T. Nakamori, H. Oda, M. Taira, S. Watanabe and T. Seki: ISIJ Int., 30 (1990), 105.
9. K. Ootsuka, Y. Matoba, Y. Kajiwara, M. Kojima and M. Yoshida: ISIJ Int., 30(1990), 118.
10. Y. Otsuka and M. Konishi: Tetsu-to-Hagané, 77 (1991), 1539.
11. J. Jiménez, J. Mochon, J. S. de Ayala and F. Obeso: ISIJ Int., 44 (2004), 573.
12. Q. Zheng and H. Kimura: Asian J. Control, 3 (2001), 35.
13. M. Ito, S. Matsuzaki, H. Ogai, K. Mori, K. Uchida, S. Saito and N. Sasaki: Preprints of the 16th IFAC World Congress, IFAC, Vienna, (2005), 6 pp, CD-ROM.
14. M. Ho, S. Matsuzaki, H. Ogai, M. Odate, K. Uchida, S. Saito and N. Sasaki: Tetsu-to-Hagané, 90 (2004), 917.
15. N. Kaneko, S. Sakamoto, K. Uchida, H. Ogai, M. Ito and S. Matsuzaki: Proc. of Int., Conf. on Control, Automation and Systems 2008, ICROS, Seoul, (2008), 2240.
16. Y. Hijikata, J. Mori, K. Uchida, H. Ogai, M. Ito, S. Matsuzaki and K. Nakamura: Proc. of SICE-ICASE Int. Joint Conf. 2006, ICROS, Seoul, (2006), 4112.
17. A. Kraskov, H. Stogbauer and P. Grassberger: Physical Review E, 69 (2004), 66138.
18. T. Kurihara, Y. Nakada, K. Yosui and T. Matsumoto: Proc. of IEEE Int. Workshop on Neural Networks for Signal Processing 2001, IEEE, Piscataway, (2001), 163.