Paired-IRF Method for Detecting Leaks in Pipe Networks
AbstractPipeline leak detection is critical for targeted maintenance and water loss reduction within water distribution systems. This paper proposes a hydraulic transient, impulse response function (IRF)–based, signal analysis approach for leak detection in water pipelines and networks. In the propo...
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description | AbstractPipeline leak detection is critical for targeted maintenance and water loss reduction within water distribution systems. This paper proposes a hydraulic transient, impulse response function (IRF)–based, signal analysis approach for leak detection in water pipelines and networks. In the proposed approach, continuous pressure signals are sent into the pipeline, where pressure responses are measured by two transducers (separated by a distance) located close to the generator. Given this setup, a signal analysis methodology was theoretically derived to extract the major components of the deconvolution between these two measured pressure traces. The result shows that the deconvolution consists of a pair of IRFs of the pipeline with opposite signs and a time shift associated with the distance between the transducers. Hereon, they are referred to as a paired IRF. A leak is shown to induce a pair of pulses on the paired-IRF trace. With the paired IRF obtained, the leak can be localized by analyzing the occurrence times of the leak-induced paired pulses. Numerical verification was undertaken in both a single pipe and a pipe network using the pipeline pressure responses simulated by the method of characteristics. The leaks in the pipelines were successfully detected using the new approach. Experimental verification was conducted on a laboratory copper pipeline with a leak simulated by a discharge orifice. The proposed method was found to accurately localize the leak even with the pressure waves contaminated by realistic background pressure fluctuations and noise. The numerical and experimental cases demonstrate that the novel paired-IRF method is applicable to pipe networks, robust to system interference, and able to deal with realistic background pressure fluctuations and noise. |
doi_str_mv | 10.1061/(ASCE)WR.1943-5452.0001193 |
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This paper proposes a hydraulic transient, impulse response function (IRF)–based, signal analysis approach for leak detection in water pipelines and networks. In the proposed approach, continuous pressure signals are sent into the pipeline, where pressure responses are measured by two transducers (separated by a distance) located close to the generator. Given this setup, a signal analysis methodology was theoretically derived to extract the major components of the deconvolution between these two measured pressure traces. The result shows that the deconvolution consists of a pair of IRFs of the pipeline with opposite signs and a time shift associated with the distance between the transducers. Hereon, they are referred to as a paired IRF. A leak is shown to induce a pair of pulses on the paired-IRF trace. With the paired IRF obtained, the leak can be localized by analyzing the occurrence times of the leak-induced paired pulses. Numerical verification was undertaken in both a single pipe and a pipe network using the pipeline pressure responses simulated by the method of characteristics. The leaks in the pipelines were successfully detected using the new approach. Experimental verification was conducted on a laboratory copper pipeline with a leak simulated by a discharge orifice. The proposed method was found to accurately localize the leak even with the pressure waves contaminated by realistic background pressure fluctuations and noise. The numerical and experimental cases demonstrate that the novel paired-IRF method is applicable to pipe networks, robust to system interference, and able to deal with realistic background pressure fluctuations and noise.</description><identifier>ISSN: 0733-9496</identifier><identifier>EISSN: 1943-5452</identifier><identifier>DOI: 10.1061/(ASCE)WR.1943-5452.0001193</identifier><language>eng</language><publisher>New York: American Society of Civil Engineers</publisher><subject>Background noise ; Computer simulation ; Deconvolution ; Detection ; Distance ; Elastic waves ; Fluctuations ; Hydraulic transients ; Impulse response ; Leak detection ; Leaks ; Method of characteristics ; Networks ; Noise ; Orifices ; Pipelines ; Pipes ; Pressure ; Response functions ; Robustness (mathematics) ; Signal analysis ; Submarine pipelines ; Technical Papers ; Transducers ; Verification ; Water distribution ; Water distribution systems ; Water engineering ; Water loss ; Water pipelines ; Water resources management</subject><ispartof>Journal of water resources planning and management, 2020-05, Vol.146 (5)</ispartof><rights>2020 American Society of Civil Engineers</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a337t-b683ca7e10fb51e3a22c0e6ad4f82d764ae01a201dc95b673364889fb27b1eae3</citedby><cites>FETCH-LOGICAL-a337t-b683ca7e10fb51e3a22c0e6ad4f82d764ae01a201dc95b673364889fb27b1eae3</cites><orcidid>0000-0002-6344-5993 ; 0000-0003-2308-799X ; 0000-0001-8272-6697</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttp://ascelibrary.org/doi/pdf/10.1061/(ASCE)WR.1943-5452.0001193$$EPDF$$P50$$Gasce$$H</linktopdf><linktohtml>$$Uhttp://ascelibrary.org/doi/abs/10.1061/(ASCE)WR.1943-5452.0001193$$EHTML$$P50$$Gasce$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,76065,76073</link.rule.ids></links><search><creatorcontrib>Zeng, Wei</creatorcontrib><creatorcontrib>Gong, Jinzhe</creatorcontrib><creatorcontrib>Simpson, Angus R</creatorcontrib><creatorcontrib>Cazzolato, Benjamin S</creatorcontrib><creatorcontrib>Zecchin, Aaron C</creatorcontrib><creatorcontrib>Lambert, Martin F</creatorcontrib><title>Paired-IRF Method for Detecting Leaks in Pipe Networks</title><title>Journal of water resources planning and management</title><description>AbstractPipeline leak detection is critical for targeted maintenance and water loss reduction within water distribution systems. This paper proposes a hydraulic transient, impulse response function (IRF)–based, signal analysis approach for leak detection in water pipelines and networks. In the proposed approach, continuous pressure signals are sent into the pipeline, where pressure responses are measured by two transducers (separated by a distance) located close to the generator. Given this setup, a signal analysis methodology was theoretically derived to extract the major components of the deconvolution between these two measured pressure traces. The result shows that the deconvolution consists of a pair of IRFs of the pipeline with opposite signs and a time shift associated with the distance between the transducers. Hereon, they are referred to as a paired IRF. A leak is shown to induce a pair of pulses on the paired-IRF trace. With the paired IRF obtained, the leak can be localized by analyzing the occurrence times of the leak-induced paired pulses. Numerical verification was undertaken in both a single pipe and a pipe network using the pipeline pressure responses simulated by the method of characteristics. The leaks in the pipelines were successfully detected using the new approach. Experimental verification was conducted on a laboratory copper pipeline with a leak simulated by a discharge orifice. The proposed method was found to accurately localize the leak even with the pressure waves contaminated by realistic background pressure fluctuations and noise. The numerical and experimental cases demonstrate that the novel paired-IRF method is applicable to pipe networks, robust to system interference, and able to deal with realistic background pressure fluctuations and noise.</description><subject>Background noise</subject><subject>Computer simulation</subject><subject>Deconvolution</subject><subject>Detection</subject><subject>Distance</subject><subject>Elastic waves</subject><subject>Fluctuations</subject><subject>Hydraulic transients</subject><subject>Impulse response</subject><subject>Leak detection</subject><subject>Leaks</subject><subject>Method of characteristics</subject><subject>Networks</subject><subject>Noise</subject><subject>Orifices</subject><subject>Pipelines</subject><subject>Pipes</subject><subject>Pressure</subject><subject>Response functions</subject><subject>Robustness (mathematics)</subject><subject>Signal analysis</subject><subject>Submarine pipelines</subject><subject>Technical Papers</subject><subject>Transducers</subject><subject>Verification</subject><subject>Water distribution</subject><subject>Water distribution systems</subject><subject>Water engineering</subject><subject>Water loss</subject><subject>Water pipelines</subject><subject>Water resources management</subject><issn>0733-9496</issn><issn>1943-5452</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp1kE1Lw0AQhhdRMFb_w6IXPSTuV3az3kpttRC1VKXHZZNMNK02dTdF_PcmpOrJ08DwPu8MD0KnlESUSHp5PnwcjS8W84hqwcNYxCwihFCq-R4Kfnf7KCCK81ALLQ_RkffLNqRIzAIkZ7ZyUITT-QTfQfNaF7isHb6GBvKmWr_gFOzK42qNZ9UG8D00n7Vb-WN0UNo3Dye7OUDPk_HT6DZMH26mo2EaWs5VE2Yy4blVQEmZxRS4ZSwnIG0hyoQVSgoLhFpGaJHrOJPtj1IkiS4zpjIKFvgAnfW9G1d_bME3Zllv3bo9aVibFToWSrWpqz6Vu9p7B6XZuOrdui9Diek8GdN5Mou56ZyYzonZeWph2cPW5_BX_0P-D34D-u1qpA</recordid><startdate>20200501</startdate><enddate>20200501</enddate><creator>Zeng, Wei</creator><creator>Gong, Jinzhe</creator><creator>Simpson, Angus R</creator><creator>Cazzolato, Benjamin S</creator><creator>Zecchin, Aaron C</creator><creator>Lambert, Martin F</creator><general>American Society of Civil Engineers</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7ST</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H96</scope><scope>H97</scope><scope>KR7</scope><scope>L.G</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0002-6344-5993</orcidid><orcidid>https://orcid.org/0000-0003-2308-799X</orcidid><orcidid>https://orcid.org/0000-0001-8272-6697</orcidid></search><sort><creationdate>20200501</creationdate><title>Paired-IRF Method for Detecting Leaks in Pipe Networks</title><author>Zeng, Wei ; Gong, Jinzhe ; Simpson, Angus R ; Cazzolato, Benjamin S ; Zecchin, Aaron C ; Lambert, Martin F</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a337t-b683ca7e10fb51e3a22c0e6ad4f82d764ae01a201dc95b673364889fb27b1eae3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Background noise</topic><topic>Computer simulation</topic><topic>Deconvolution</topic><topic>Detection</topic><topic>Distance</topic><topic>Elastic waves</topic><topic>Fluctuations</topic><topic>Hydraulic transients</topic><topic>Impulse response</topic><topic>Leak detection</topic><topic>Leaks</topic><topic>Method of characteristics</topic><topic>Networks</topic><topic>Noise</topic><topic>Orifices</topic><topic>Pipelines</topic><topic>Pipes</topic><topic>Pressure</topic><topic>Response functions</topic><topic>Robustness (mathematics)</topic><topic>Signal analysis</topic><topic>Submarine pipelines</topic><topic>Technical Papers</topic><topic>Transducers</topic><topic>Verification</topic><topic>Water distribution</topic><topic>Water distribution systems</topic><topic>Water engineering</topic><topic>Water loss</topic><topic>Water pipelines</topic><topic>Water resources management</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zeng, Wei</creatorcontrib><creatorcontrib>Gong, Jinzhe</creatorcontrib><creatorcontrib>Simpson, Angus R</creatorcontrib><creatorcontrib>Cazzolato, Benjamin S</creatorcontrib><creatorcontrib>Zecchin, Aaron C</creatorcontrib><creatorcontrib>Lambert, Martin F</creatorcontrib><collection>CrossRef</collection><collection>Aqualine</collection><collection>Environment Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Environment Abstracts</collection><jtitle>Journal of water resources planning and management</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zeng, Wei</au><au>Gong, Jinzhe</au><au>Simpson, Angus R</au><au>Cazzolato, Benjamin S</au><au>Zecchin, Aaron C</au><au>Lambert, Martin F</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Paired-IRF Method for Detecting Leaks in Pipe Networks</atitle><jtitle>Journal of water resources planning and management</jtitle><date>2020-05-01</date><risdate>2020</risdate><volume>146</volume><issue>5</issue><issn>0733-9496</issn><eissn>1943-5452</eissn><abstract>AbstractPipeline leak detection is critical for targeted maintenance and water loss reduction within water distribution systems. This paper proposes a hydraulic transient, impulse response function (IRF)–based, signal analysis approach for leak detection in water pipelines and networks. In the proposed approach, continuous pressure signals are sent into the pipeline, where pressure responses are measured by two transducers (separated by a distance) located close to the generator. Given this setup, a signal analysis methodology was theoretically derived to extract the major components of the deconvolution between these two measured pressure traces. The result shows that the deconvolution consists of a pair of IRFs of the pipeline with opposite signs and a time shift associated with the distance between the transducers. Hereon, they are referred to as a paired IRF. A leak is shown to induce a pair of pulses on the paired-IRF trace. With the paired IRF obtained, the leak can be localized by analyzing the occurrence times of the leak-induced paired pulses. Numerical verification was undertaken in both a single pipe and a pipe network using the pipeline pressure responses simulated by the method of characteristics. The leaks in the pipelines were successfully detected using the new approach. Experimental verification was conducted on a laboratory copper pipeline with a leak simulated by a discharge orifice. The proposed method was found to accurately localize the leak even with the pressure waves contaminated by realistic background pressure fluctuations and noise. The numerical and experimental cases demonstrate that the novel paired-IRF method is applicable to pipe networks, robust to system interference, and able to deal with realistic background pressure fluctuations and noise.</abstract><cop>New York</cop><pub>American Society of Civil Engineers</pub><doi>10.1061/(ASCE)WR.1943-5452.0001193</doi><orcidid>https://orcid.org/0000-0002-6344-5993</orcidid><orcidid>https://orcid.org/0000-0003-2308-799X</orcidid><orcidid>https://orcid.org/0000-0001-8272-6697</orcidid></addata></record> |
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subjects | Background noise Computer simulation Deconvolution Detection Distance Elastic waves Fluctuations Hydraulic transients Impulse response Leak detection Leaks Method of characteristics Networks Noise Orifices Pipelines Pipes Pressure Response functions Robustness (mathematics) Signal analysis Submarine pipelines Technical Papers Transducers Verification Water distribution Water distribution systems Water engineering Water loss Water pipelines Water resources management |
title | Paired-IRF Method for Detecting Leaks in Pipe Networks |
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