| Autor: |
Ogawa Masatoshi, Yuhei Akaike, Hidehiko Furuya, Norihiro Tanaka, Harutoshi Ogai, Keisuke Higashi, Takaya Tokunaga, Yichun Yeh |
| Rok vydání: |
2012 |
| Předmět: |
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| Zdroj: |
IFAC Proceedings Volumes. 45:120-125 |
| ISSN: |
1474-6670 |
| Popis: |
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. |
| Databáze: |
OpenAIRE |
| Externí odkaz: |
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