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Urban Water Journal Volume 6, 2009 - Issue 4
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Research articles

Leakage detection in a real distribution network using a SOM

K. Aksela Department of Civil and Environmental Engineering, Helsinki University of Technology, Box 5200, FIN-02105 HUT, Espoo, FinlandCorrespondence[email protected]
,
M. Aksela Xtract Oy, Hitsaajankatu 22, FIN-00810, Helsinki, Finland
&
R. Vahala Department of Civil and Environmental Engineering, Helsinki University of Technology, Box 5200, FIN-02105 HUT, Espoo, Finland
Pages 279-289 | Received 12 May 2008, Accepted 04 Dec 2008, Published online: 12 Aug 2009

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Willian Muniz Do Nascimento & Luiz Gomes-Jr. (2023) Enabling low-cost automatic water leakage detection: a semi-supervised, autoML-based approach. Urban Water Journal 20:10, pages 1471-1481.
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Nishant Sourabh, P.V. Timbadiya & P. L. Patel. (2023) Leak detection in water distribution network using machine learning techniques. ISH Journal of Hydraulic Engineering 0:0, pages 1-19.
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Partha S. Ghosal, Ashwini Javaregowda, Ashok K. Gupta & Dineshwar P. Singh. (2019) A novel framework of multivariate modeling of water distribution network through 33 factorial design and artificial neural network. Journal of Environmental Science and Health, Part A 54:6, pages 551-562.
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Norzaura Abd Rahman, Nur Shazwani Muhammad & Wan Hanna Melini Wan Mohtar. (2018) Evolution of research on water leakage control strategies: where are we now?. Urban Water Journal 15:8, pages 812-826.
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Yipeng Wu & Shuming Liu. (2017) A review of data-driven approaches for burst detection in water distribution systems. Urban Water Journal 14:9, pages 972-983.
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G. Becciu, S. Mambretti & P.S. Martins. (2015) Evolutionary optimization for water losses recognition in water supply networks. European Journal of Environmental and Civil Engineering 19:8, pages 976-999.
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Jin Yang, Yumei Wen, Ping Li & Xingke Wang. (2013) Study on an improved acoustic leak detection method for water distribution systems. Urban Water Journal 10:2, pages 71-84.
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M. Shafiqul Islam, Rehan Sadiq, ManuelJ. Rodriguez, Alex Francisque, Homayoun Najjaran & Mina Hoorfar. (2011) Leakage detection and location in water distribution systems using a fuzzy-based methodology. Urban Water Journal 8:6, pages 351-365.
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R. Puust, Z. Kapelan, D.A. Savic & T. Koppel. (2010) A review of methods for leakage management in pipe networks. Urban Water Journal 7:1, pages 25-45.
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Lauren McMillan, Jawad Fayaz & Liz Varga. (2023) Flow forecasting for leakage burst prediction in water distribution systems using long short-term memory neural networks and Kalman filtering. Sustainable Cities and Society 99, pages 104934.
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Luis Romero-Ben, Débora Alves, Joaquim Blesa, Gabriela Cembrano, Vicenç Puig & Eric Duviella. (2023) Leak detection and localization in water distribution networks: Review and perspective. Annual Reviews in Control 55, pages 392-419.
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Rui Fan. (2022) Research and Application Status of Distribution Network Grid. Research and Application Status of Distribution Network Grid.
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Xiangqiu Zhang, Zhihong Long, Tian Yao, Hua Zhou, Tingchao Yu & Yongchao Zhou. (2022) Real-time burst detection based on multiple features of pressure data. Water Supply 22:2, pages 1474-1491.
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Qingshuai Sun, Yingjie Zhang, Biliang Lu & Hualiang Liu. (2022) Flow Measurement-Based Self-Adaptive Line Segment Clustering Model for Leakage Detection in Water Distribution Networks. IEEE Transactions on Instrumentation and Measurement 71, pages 1-13.
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Marcos Quiñones-Grueiro, Cristina Verde, Alberto Prieto-Moreno & Orestes Llanes-Santiago. (2018) An Unsupervised Approach to Leak Detection and Location in Water Distribution Networks. International Journal of Applied Mathematics and Computer Science 28:2, pages 283-295.
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Peter van Thienen & Ina Vertommen. (2016) Automated feature recognition in CFPD analyses of DMA or supply area flow data. Journal of Hydroinformatics 18:3, pages 514-530.
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Doo Choi, Seong-Won Kim, Min-Ah Choi & Zong Geem. (2016) Adaptive Kalman Filter Based on Adjustable Sampling Interval in Burst Detection for Water Distribution System. Water 8:4, pages 142.
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Luigi Berardi, Daniele B. Laucelli, Antonietta Simone, Gianfredi Mazzolani & Orazio Giustolisi. (2016) Active Leakage Control with WDNetXL. Procedia Engineering 154, pages 62-70.
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