Mirin, S. N. S. and Wahab, N. A. (2013) Fault detection and monitoring using multiscale PCA. In: Proceedings - 2013 IEEE 4th Control and System Graduate Research Colloquium, ICSGRC 2013.
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Official URL: http://dx.doi.org/10.1109/ICSGRC.2013.6653265
Abstract
In this paper, enhanced method of Principal Component Analysis (PCA) which is Multiscale PCA over conventional PCA to detect fault and monitoring is discussed. Both methods are applied to benchmark ASM 1 Wastewater Treatment Plant (WWTP) system. Then faulty data are detected with SPE and T2 statistic. The results show the advantages of applying MSPCA over conventional PCA.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Electrical Engineering |
| ID Code: | 51065 |
| Deposited By: | Haliza Zainal |
| Deposited On: | 27 Jan 2016 01:53 |
| Last Modified: | 17 Sep 2017 06:29 |
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