| Presentation | 2004-10-22 Improvement of Prediction Method of Normal States of the Dynamic Process Using the Database Model Toshiharu MORISHITA, Kazuhiro TAKEDA, Yoshifumi TSUGE, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to predict the normal states of a continuous process with load fluctuations, a nonlinear modeling technique using historical data during normal operations has been proposed. This technique is called DB (database) modeling because historical data during normal operations are accumulated in the database and are used directly for the predictions. The prediction procedure using the DB model is quite simple; it simply searches for similar records to the inputs to the DB model and averages the outputs from the DB model. In advance, it is only necessary to calculate the distances between the records accumulated in the database in order to determine the reference distance used for searching for similar records to the model inputs. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Database / Nonlinear System / Modeling / Historical Data / Load Fluctuation |
| Paper # | R2004-35 |
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| Conference Information | |
| Committee | R |
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| Conference Date | 2004/10/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Reliability(R) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Improvement of Prediction Method of Normal States of the Dynamic Process Using the Database Model |
| Sub Title (in English) | |
| Keyword(1) | Database |
| Keyword(2) | Nonlinear System |
| Keyword(3) | Modeling |
| Keyword(4) | Historical Data |
| Keyword(5) | Load Fluctuation |
| 1st Author's Name | Toshiharu MORISHITA |
| 1st Author's Affiliation | Department of Chemical engineering, Faculty of Engineering, Kyushu University() |
| 2nd Author's Name | Kazuhiro TAKEDA |
| 2nd Author's Affiliation | Department of Chemical engineering, Faculty of Engineering, Kyushu University |
| 3rd Author's Name | Yoshifumi TSUGE |
| 3rd Author's Affiliation | Department of Chemical engineering, Faculty of Engineering, Kyushu University |
| Date | 2004-10-22 |
| Paper # | R2004-35 |
| Volume (vol) | vol.104 |
| Number (no) | 371 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |