Application for large scale database-based online modeling of melting furnace

Y. Akaike, K. Higashi, N. Tanaka, H. Furuya, M. Ogawa, Y. Yeh, T. Tokunaga, H. Ogai

研究成果: Conference contribution

1 引用 (Scopus)

抜粋

Recently, attention has been drawn by the local modeling techniques of a idea called "Just-In-Time (JIT) modeling". To apply "JIT modeling" to a large amount of database online, "Large-scale database-based Online modeling (LOM)" has been proposed LOM is such a technique that makes the retrieval of neighboring data more efficient by using stepwise method and quantization. This paper reports the application of LOM, a computerized sequential prediction method which uses a local regression model, on the shaft-furnace direct melting system (melting furnace) to systematically support and enhance the operation procedure compared to conventional methods of relying only human skills and experiences.

元の言語English
ホスト出版物のタイトル2012 IFAC Workshop on Automation in the Mining, Mineral and Metal Industries, MMM 2012
出版者IFAC Secretariat
ページ120-125
ページ数6
エディション23
ISBN(印刷物)9783902823120
DOI
出版物ステータスPublished - 2012 1 1
イベント2012 IFAC Workshop on Automation in the Mining, Mineral and Metal Industries, MMM 2012 - Gifu, Japan
継続期間: 2012 9 102012 9 12

出版物シリーズ

名前IFAC Proceedings Volumes (IFAC-PapersOnline)
番号23
45
ISSN(印刷物)1474-6670

Conference

Conference2012 IFAC Workshop on Automation in the Mining, Mineral and Metal Industries, MMM 2012
Japan
Gifu
期間12/9/1012/9/12

    フィンガープリント

ASJC Scopus subject areas

  • Control and Systems Engineering

これを引用

Akaike, Y., Higashi, K., Tanaka, N., Furuya, H., Ogawa, M., Yeh, Y., Tokunaga, T., & Ogai, H. (2012). Application for large scale database-based online modeling of melting furnace. : 2012 IFAC Workshop on Automation in the Mining, Mineral and Metal Industries, MMM 2012 (23 版, pp. 120-125). (IFAC Proceedings Volumes (IFAC-PapersOnline); 巻数 45, 番号 23). IFAC Secretariat. https://doi.org/10.3182/20120910-3-JP-4023.00016