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http://hdl.handle.net/10397/97983
| Title: | Spectral based pipeline leak detection using a single spatial measurement | Authors: | Keramat, A Duan, HF |
Issue Date: | Dec-2021 | Source: | Mechanical systems and signal processing, Dec. 2021, v. 161, 107940 | Abstract: | This study offers a vast improvement to the established Matched Field Processing (MFP) method for leak identification in terms of its versatility to pinpoint leaks with a single spatial measurement. All the previous schemes require at least two measurement signals of pressure head as well as transient signal of the upstream flow rate so as to render a solution to the leak identification problem. This study reformulates the one-dimensional identification procedure so that localization can be accomplished using a single spatial measurement. The numerical results convincingly demonstrate that the new method outweighs the conventional one as it provides a smoother objective function and hence robust to identify leaks using observations of greater noise levels. Checked against two recent laboratory experiments, the proposed method gave satisfactory localization to both of which. The new scheme can provide an improved (both in terms of efficiency and accuracy) initial estimate to the multidimensional optimizations required to localize multiple leaks. | Keywords: | Leak detection Matched field processing Maximum likelihood estimation Signal processing Water hammer |
Publisher: | Academic Press | Journal: | Mechanical systems and signal processing | ISSN: | 0888-3270 | EISSN: | 1096-1216 | DOI: | 10.1016/j.ymssp.2021.107940 | Rights: | © 2021 Elsevier Ltd. All rights reserved. © 2021. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/. The following publication Keramat, A., & Duan, H.-F. (2021). Spectral based pipeline leak detection using a single spatial measurement. Mechanical Systems and Signal Processing, 161, 107940 is available at https://dx.doi.org/10.1016/j.ymssp.2021.107940. |
| Appears in Collections: | Journal/Magazine Article |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| Keramat_Spectral_Based_Pipeline.pdf | Pre-Published version | 3.68 MB | Adobe PDF | View/Open |
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