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HydroGen: an Artificial Water Distribution Network Generator

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  • Annelies De Corte
  • Kenneth Sörensen

Abstract

Many (metaheuristic) techniques for water distribution network (WDN) design optimisation already have been developed. Despite of the aforementioned scientific attention, only few, high-quality benchmark networks are available for algorithm testing, which, in turn, hinders profound algorithm testing, sensitivity analysis and comparison of the developed techniques. This absence of high-quality benchmark networks motivated us to develop a tool to algorithmically generate close-to-reality virtual WDNs. The tool, called HydroGen, can generate WDNs of arbitrary size and varying characteristics in EPANET or GraphML format. The generated WDNs are compared to (and shown to closely resemble) real WDNs in an analysis based on graph-theoretical indices. HydroGen is used to generate an extensive library of realistic test networks on which (metaheuristic) methods for the optimisation of WDN design can be tested, allowing researchers in this area to run sensitivity analyses and to draw conclusions on the robustness and performance of their methods. Copyright Springer Science+Business Media Dordrecht 2014

Suggested Citation

  • Annelies De Corte & Kenneth Sörensen, 2014. "HydroGen: an Artificial Water Distribution Network Generator," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(2), pages 333-350, January.
    • Handle: RePEc:spr:waterr:v:28:y:2014:i:2:p:333-350
    DOI: 10.1007/s11269-013-0485-y
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    References listed on IDEAS

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    Cited by:

    1. JANSSENS, Jochen & DE CORTE, Annelies & SÖRENSEN, Kenneth, 2016. "Water distribution network design optimisation with respect to reliability," Working Papers 2016007, University of Antwerp, Faculty of Business and Economics.
    2. DE CORTE, Annelies & SÖRENSEN, Kenneth, 2015. "A lean optimization algorithm for water distribution network design optimization," Working Papers 2015020, University of Antwerp, Faculty of Business and Economics.
    3. Luis Henrique Magalhães Costa & Gustavo Paiva Weyne Rodrigues, 2021. "Automatic Generation of Water Distribution Networks from Streets Layout," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(4), pages 1299-1319, March.

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