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Received March 13, 2017
Accepted July 4, 2017
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A prioritization method for replacement of water mains using rank aggregation
School of Chemical and Biological Engineering Institute of Chemical Processes, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Korea 1Samchully Co., Ltd., 42 Gukjegeumyung-ro 6-gil, 9 Yeongdeungpo-gu, Seoul 07328, Korea
Jong Min Lee
Korean Journal of Chemical Engineering, October 2017, 34(10), 2584-2590(7), 10.1007/s11814-017-0191-1
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Abstract
Pipe breaks in municipal water distribution networks may cause serious damage economically and socially. Existing methods for replacement scheduling of pipes do not provide practical indicators for replacing an individual deteriorated pipe. This work formulates the selection problem as the decision of preference ordering or ranking and proposes a bipartite ranking-based approach. The suggested approach also considers loss from broken pipes in terms of the costs associated with broken water main and its repair. We use rank aggregation method to integrate multiple ranks into replacement order of water mains. The suggested framework prioritizes current pipe sections for replacement based on the aggregated ranks. Multiple ranks given by the reliability of water pipe sections are aggregated and a cost effective policy for pipe replacement is derived.
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Loganathan GV, Park S, Sherali H, J. Water Resources Planning Manage., 128, 271 (2002)
Park S, Jun H, Kim B, Im G, Water Resour. Manage., 22, 1311 (2008)
Le Gauffre P, Haidar H, Poinard D, Laffrechine K, Baur R, Schiatti M, Computer.Aided Civil and Infrastructure Engineering, 22, 478 (2007)
Roshani E, Filion Y, J. Water Resources Planning Manage, 140, 040140 (2013)
Grigg NS, J. Pipeline Syst. Eng. Practice, 4, 040130 (2013)
Luong HT, Nagarur NN, J. Water Resources Planning Manage., 131, 299 (2005)
Kim JW, Choi GB, Suh JC, Lee JM, Korean J. Chem. Eng., 33(1), 25 (2016)
Dwork C, Kumar R, Naor M, Sivakumar D, Proceedings of the International Conference on World Wide Web, 613 (2001).
Park SW, Loganathan G, KSCE J. Civil Eng., 6, 539 (2002)
Elandt-Johnson RC, Johnson NL, Survival models and data analysis, Wiley, New York (1999).
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Risch NJ, Nature, 408, 847 (2000)
Hu Y, Li M, Yu N, IEEE Conference on Computer Vision and Pattern Recognition (2008).
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Wierzbicki AP, Trends in Multiple Criteria Decision Analysis, 2, 37 (2010)
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Frank AM, J. Proteome Res., 8, 2241 (2009)
Truchon M, Cahier, 9813 (1998).
Li K, Du N, Zhang A, IEEE International Conference on Bioinformatics and Biomedicine, 1 (2012).
Sengupta D, Maulik U, Bandyopadhyay S, IEEE/ACM Trans. Comput. Biol. Bioinform., 9, 924 (2012)
Diaconis P, Graham RL, Journal of the Royal Statistical Society. Series B (Methodological), 262 (1977).
Huang J, Ling CX, IEEE Trans. Knowledge Data Eng., 17, 299 (2005)
Le Gat Y, Eisenbeis P, Urban Water, 2, 173 (2000)
