@inproceedings{307bba84b0554f7e8b64ed36006c17b6,
title = "Application for large scale database-based online modeling of melting furnace",
abstract = "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.",
keywords = "Database, JIT modeling, LOM, Melting furnace, Operation support, Sequential prediction",
author = "Y. Akaike and K. Higashi and N. Tanaka and H. Furuya and M. Ogawa and Y. Yeh and T. Tokunaga and H. Ogai",
year = "2012",
doi = "10.3182/20120910-3-JP-4023.00016",
language = "English",
isbn = "9783902823120",
series = "IFAC Proceedings Volumes (IFAC-PapersOnline)",
publisher = "IFAC Secretariat",
number = "23",
pages = "120--125",
booktitle = "2012 IFAC Workshop on Automation in the Mining, Mineral and Metal Industries, MMM 2012",
edition = "23",
note = "2012 IFAC Workshop on Automation in the Mining, Mineral and Metal Industries, MMM 2012 ; Conference date: 10-09-2012 Through 12-09-2012",
}