Generic Monitoring System in the Biological Wastewater Treatment Process.
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- CHOI SANG WOOK
- School of Environmental Engineering, Pohang University of Science and Technology
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- YOO CHANG KYOO
- Department of Chemical Engineering, Pohang University of Science and Technology
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- LEE KYU HWANG
- Department of Chemical Engineering, Pohang University of Science and Technology
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- LEE IN-BEUM
- School of Environmental Engineering, Pohang University of Science and Technology
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説明
In this paper a new monitoring algorithm utilizing a change in time-series distribution of process data is presented since the distribution reflects the corresponding operating condition. In order to quantitatively evaluate the difference between two data sets, a modified dissimilarity index is defined. It represents the degree of dissimilarity between data-sets. In training step the confidence interval of each eigenvalue is obtained from the data taken in normal operation. Then, current operating condition is monitored by checking whether dissimilarity index abruptly changes and whether each eigenvalue is contained within its confidence interval. This approach is used to identify various internal and external disturbances in the data from the simulated activated sludge process. Simulation results have clearly shown that the detection performance of the proposed method can detect the various faults and disturbances, and can automatically discriminate between serious and minor anomalies of faults. That is, it can detect not only the disturbances, but isolate the sources of them. These results confirm that the proposed method is a proper monitoring technique for the wastewater treatment process which has nonstationary property and various disturbances.
収録刊行物
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- JOURNAL OF CHEMICAL ENGINEERING OF JAPAN
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JOURNAL OF CHEMICAL ENGINEERING OF JAPAN 34 (10), 1218-1228, 2001
公益社団法人 化学工学会
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詳細情報 詳細情報について
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- CRID
- 1390282679543007104
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- NII論文ID
- 10007270135
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- NII書誌ID
- AA00709658
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- COI
- 1:CAS:528:DC%2BD3MXnvFSisro%3D
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- ISSN
- 18811299
- 00219592
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- NDL書誌ID
- 5948496
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- 本文言語コード
- en
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- データソース種別
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- JaLC
- NDL
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- 使用不可