Please use this identifier to cite or link to this item:
https://hdl.handle.net/10356/90806| Title: | Comparison of plant-wide oscillation detection methods | Authors: | Tan, Wei Teck Tan, Chee Kiong Lakshminarayanan, Samavedham Kariwala, Vinay |
Keywords: | DRNTU::Engineering::Chemical engineering DRNTU::Science::Mathematics::Statistics |
Issue Date: | 2007 | Source: | Tan, W. T., Tan, C. K., Lakshminarayanan, S., & Kariwala, V. (2007). Comparison of plant-wide oscillation detection methods. 16th IEEE International Conference on Control Applications (pp. 964-969). | Conference: | IEEE International Conference on Control Applications (16th : 2007 : Singapore) | Abstract: | Plant-wide oscillations are common in many industrial processes. During the past few years, various methods have been proposed for the detection of plant-wide oscillations, including methods based on the autocorrelation function, the independent components analysis (ICA) and the spectral envelope. This article is aimed at understanding the advantages and limitations of the available methods using simulated data sets. The ICA based method is also improved by deriving approaches for determining the number of dominant ICs and for differentiating between oscillatory and non-oscillatory ICs. | URI: | https://hdl.handle.net/10356/90806 http://hdl.handle.net/10220/4619 |
DOI: | 10.1109/CCA.2007.4389358 | Schools: | School of Chemical and Biomedical Engineering | Rights: | © IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. | Fulltext Permission: | open | Fulltext Availability: | With Fulltext |
| Appears in Collections: | SCBE Conference Papers |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| published_version.pdf | 252.22 kB | Adobe PDF |  View/Open |
Page view(s) 5
1,316
Updated on Mar 24, 2025
Download(s) 5
599
Updated on Mar 24, 2025
Google ScholarTM
Check
Altmetric
Items in DR-NTU are protected by copyright, with all rights reserved, unless otherwise indicated.