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 被引用数 (Scopus)

抄録

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.

本文言語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
出版社IFAC Secretariat
ページ120-125
ページ数6
23
ISBN(印刷版)9783902823120
DOI
出版ステータスPublished - 2012
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(印刷版)1474-6670

Conference

Conference2012 IFAC Workshop on Automation in the Mining, Mineral and Metal Industries, MMM 2012
国/地域Japan
CityGifu
Period12/9/1012/9/12

ASJC Scopus subject areas

  • 制御およびシステム工学

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