A Novel Strategic Water Loss Management Model and Its Optimization with Harris Hawk Algorithm

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dc.authoridFIRAT, MAHMUT/0000-0002-8010-9289
dc.authoridATES, Abdullah/0000-0002-4236-6794
dc.authoridYilmaz, Salih/0000-0002-3206-1225
dc.authorwosidFIRAT, MAHMUT/ABG-7962-2020
dc.authorwosidATES, Abdullah/V-6929-2018
dc.contributor.authorBozkurt, Cansu
dc.contributor.authorAtes, Abdullah
dc.contributor.authorFirat, Mahmut
dc.contributor.authorYilmaz, Salih
dc.contributor.authorOzdemir, Ozgur
dc.date.accessioned2024-08-04T20:55:01Z
dc.date.available2024-08-04T20:55:01Z
dc.date.issued2024
dc.departmentİnönü Üniversitesien_US
dc.description.abstractWater loss management (WLM) in water distribution systems (WDSs) is generally time consuming, costly and difficult. Therefore, the most appropriate methodology should be defined based on the current status, requirements and technical capacity of the utilities. In this study, a novel WLM model was developed to improve the WLM practices, to define the most appropriate and applicable targets and to determine the components that need to be improved primarily using the Harris Hawk Optimization (HHO) algorithm. Firstly, a total of 144 components in the CSAS proposed by Bozkurt et al. (Welcome Sigma J Eng Natural Sci 40:1-13, 2022b) are scored in three utilities. The averages of current scores in utilities are 3.4167, 2.9792 and 1.1597, respectively. Then the most appropriate targets were defined with the optimization algorithm by considering the current situation and the dynamic structure of utility. The target scores defined by optimization model in utilities are 4.4097, 4.3958 and 3.2292, respectively. This novel model will contribute to the prevention of time-consuming and costly processes by determining the most appropriate progress. It is thought that this study will provide significant benefits for creating a road map for practitioners in WLM.en_US
dc.description.sponsorshipInn niversitesien_US
dc.description.sponsorshipNo Statement Availableen_US
dc.identifier.doi10.1007/s11269-024-03738-7
dc.identifier.endpage1561en_US
dc.identifier.issn0920-4741
dc.identifier.issn1573-1650
dc.identifier.issue4en_US
dc.identifier.scopus2-s2.0-85183729731en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage1543en_US
dc.identifier.urihttps://doi.org/10.1007/s11269-024-03738-7
dc.identifier.urihttps://hdl.handle.net/11616/101788
dc.identifier.volume38en_US
dc.identifier.wosWOS:001152716000001en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofWater Resources Managementen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectWater distribution systemen_US
dc.subjectWater loss managementen_US
dc.subjectOptimizationen_US
dc.subjectHarris Hawk optimizationen_US
dc.titleA Novel Strategic Water Loss Management Model and Its Optimization with Harris Hawk Algorithmen_US
dc.typeArticleen_US

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