2014 Fiscal Year Final Research Report
Development of virtual sensing technology handling changes in feed and process characteristics and uncertainties
Project/Area Number |
24560940
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Research Category |
Grant-in-Aid for Scientific Research (C)
|
Allocation Type | Multi-year Fund |
Section | 一般 |
Research Field |
Reaction engineering/Process system
|
Research Institution | Kyoto University |
Principal Investigator |
KANO MANABU 京都大学, 情報学研究科, 教授 (30263114)
|
Project Period (FY) |
2012-04-01 – 2015-03-31
|
Keywords | 仮想計測技術 / ソフトセンサー / プロセスデータ解析 / グレーボックスモデル / 統計モデル / 局所PLS / 不確定性 / 産業応用 |
Outline of Final Research Achievements |
To realize feedback control of product quality, which is difficult to measure in real time, and also to enhance the productivity, it is crucial to develop virtual sensing technology or soft-sensors that can estimate the product quality from process operating conditions. In this research, high-performance virtual sensing technology was developed and applied to various industrial processes such as petrochemical, semiconductor, pharmaceutical, and steel. The usefulness of the proposed methods was confirmed through these applications.
|
Free Research Field |
プロセスシステム工学
|