Real-Time Burst Localization in Complex Water Transmission Lines Using Hydraulic Gradient Analysis
This study introduces a methodology for the real-time detection and localization of bursts in water transmission lines by comparing estimated and measured Hydraulic Gradient (HG) values across pipe segments. Employing a deep learning approach, the method analyzes the complex relationships between sy...
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| Format: | Article |
| Language: | English |
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MDPI AG
2024-09-01
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| Series: | Engineering Proceedings |
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| Online Access: | https://www.mdpi.com/2673-4591/69/1/106 |
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| _version_ | 1849342256910172160 |
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| author | Taegon Ko Raziyeh Farmani Edward Keedwell Xi Wan |
| author_facet | Taegon Ko Raziyeh Farmani Edward Keedwell Xi Wan |
| author_sort | Taegon Ko |
| collection | DOAJ |
| description | This study introduces a methodology for the real-time detection and localization of bursts in water transmission lines by comparing estimated and measured Hydraulic Gradient (HG) values across pipe segments. Employing a deep learning approach, the method analyzes the complex relationships between system states such as flows, HGs, pump and valve operations. The approach capitalizes on the difference in HG values before and after a burst, enabling precise burst localization. Tested on a real incident, the method proved effective in accurately identifying burst locations, offering a practical solution for operators. |
| format | Article |
| id | doaj-art-9c20c59aeb904a25b54a5383aed487e7 |
| institution | Kabale University |
| issn | 2673-4591 |
| language | English |
| publishDate | 2024-09-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Engineering Proceedings |
| spelling | doaj-art-9c20c59aeb904a25b54a5383aed487e72025-08-20T03:43:27ZengMDPI AGEngineering Proceedings2673-45912024-09-0169110610.3390/engproc2024069106Real-Time Burst Localization in Complex Water Transmission Lines Using Hydraulic Gradient AnalysisTaegon Ko0Raziyeh Farmani1Edward Keedwell2Xi Wan3Department of Engineering, University of Exeter, Exeter EX1 4QF, UKDepartment of Engineering, University of Exeter, Exeter EX1 4QF, UKDepartment of Computer Science, University of Exeter, Exeter EX1 4QF, UKDepartment of Engineering, University of Exeter, Exeter EX1 4QF, UKThis study introduces a methodology for the real-time detection and localization of bursts in water transmission lines by comparing estimated and measured Hydraulic Gradient (HG) values across pipe segments. Employing a deep learning approach, the method analyzes the complex relationships between system states such as flows, HGs, pump and valve operations. The approach capitalizes on the difference in HG values before and after a burst, enabling precise burst localization. Tested on a real incident, the method proved effective in accurately identifying burst locations, offering a practical solution for operators.https://www.mdpi.com/2673-4591/69/1/106hydraulic gradientburst localizationwater transmission line |
| spellingShingle | Taegon Ko Raziyeh Farmani Edward Keedwell Xi Wan Real-Time Burst Localization in Complex Water Transmission Lines Using Hydraulic Gradient Analysis Engineering Proceedings hydraulic gradient burst localization water transmission line |
| title | Real-Time Burst Localization in Complex Water Transmission Lines Using Hydraulic Gradient Analysis |
| title_full | Real-Time Burst Localization in Complex Water Transmission Lines Using Hydraulic Gradient Analysis |
| title_fullStr | Real-Time Burst Localization in Complex Water Transmission Lines Using Hydraulic Gradient Analysis |
| title_full_unstemmed | Real-Time Burst Localization in Complex Water Transmission Lines Using Hydraulic Gradient Analysis |
| title_short | Real-Time Burst Localization in Complex Water Transmission Lines Using Hydraulic Gradient Analysis |
| title_sort | real time burst localization in complex water transmission lines using hydraulic gradient analysis |
| topic | hydraulic gradient burst localization water transmission line |
| url | https://www.mdpi.com/2673-4591/69/1/106 |
| work_keys_str_mv | AT taegonko realtimeburstlocalizationincomplexwatertransmissionlinesusinghydraulicgradientanalysis AT raziyehfarmani realtimeburstlocalizationincomplexwatertransmissionlinesusinghydraulicgradientanalysis AT edwardkeedwell realtimeburstlocalizationincomplexwatertransmissionlinesusinghydraulicgradientanalysis AT xiwan realtimeburstlocalizationincomplexwatertransmissionlinesusinghydraulicgradientanalysis |