A proposal of optimal sampling design using a modularity strategy

作者: A. Simone , O. Giustolisi , D. B. Laucelli

DOI: 10.1002/2016WR018944

关键词: Network topologyEngineeringMathematical optimizationSystem monitoringSampling designSegmentationData miningNetwork segmentationModularity (networks)Service qualityMetric (mathematics)

摘要: In real water distribution networks (WDNs) are present thousands nodes and optimal placement of pressure flow observations is a relevant issue for different management tasks. The planning in terms spatial number named sampling design it was faced considering model calibration. Nowadays, the system monitoring utilities e.g. order to manage background leakages, detect anomalies bursts, guarantee service quality, etc. recent years, location related district metering areas (DMAs) leakage purposes has been network segmentation modularity index using multi-objective strategy. Optimal basis identify modules by means conceptual cuts, which candidate locations closed gates or meters creating DMAs. Starting from WDN-oriented index, as metric WDN segmentation, this paper proposes new way perform design, i.e. meters, newly developed sampling-oriented index. strategy optimizes mainly based on topology weights assigned pipes according specific technical A optimization minimizes cost while maximizing methodology presented discussed Apulian Exnet networks. This article protected copyright. All rights reserved.

参考文章(52)
O. Giustolisi, L. Ridolfi, L. Berardi, General metrics for segmenting infrastructure networks Journal of Hydroinformatics. ,vol. 17, pp. 505- 517 ,(2015) , 10.2166/HYDRO.2015.102
Michael Rodeh, Emanuel Gofman, Loop Equations with Unknown Pipe Characteristics Journal of Hydraulic Engineering. ,vol. 107, pp. 1047- 1060 ,(1981) , 10.1061/JYCEAJ.0005726
Uri Y. Shamir, Charles D. D. Howard, Water Distribution Systems Analysis Journal of Hydraulic Engineering. ,vol. 94, pp. 219- 234 ,(1968) , 10.1061/JYCEAJ.0001747
Giada Ferrari, Dragan Savic, Economic Performance of DMAs in Water Distribution Systems Procedia Engineering. ,vol. 119, pp. 189- 195 ,(2015) , 10.1016/J.PROENG.2015.08.874
Armando Di Nardo, Michele Di Natale, Carlo Giudicianni, Dino Musmarra, Giovanni Francesco Santonastaso, Antonietta Simone, Water Distribution System Clustering and Partitioning Based on Social Network Algorithms Procedia Engineering. ,vol. 119, pp. 196- 205 ,(2015) , 10.1016/J.PROENG.2015.08.876
Thomas M. Walski, Technique for Calibrating Network Models Journal of Water Resources Planning and Management. ,vol. 109, pp. 360- 372 ,(1983) , 10.1061/(ASCE)0733-9496(1983)109:4(360)
GUOPING YU, ROGER S. POWELL, Optimal design of meter placement in water distribution systems International Journal of Systems Science. ,vol. 25, pp. 2155- 2166 ,(1994) , 10.1080/00207729408949342
Linton C. Freeman, A Set of Measures of Centrality Based on Betweenness Sociometry. ,vol. 40, pp. 35- 41 ,(1977) , 10.2307/3033543
Lindell E. Ormsbee, Don J. Wood, Explicit Pipe Network Calibration Journal of Water Resources Planning and Management. ,vol. 112, pp. 166- 182 ,(1986) , 10.1061/(ASCE)0733-9496(1986)112:2(166)
James Davidson, François Bouchart, Stephen Cavill, Paul Jowitt, Real-Time Connectivity Modeling of Water Distribution Networks to Predict Contamination Spread Journal of Computing in Civil Engineering. ,vol. 19, pp. 377- 386 ,(2005) , 10.1061/(ASCE)0887-3801(2005)19:4(377)