Specifying optimum water resources based on cost-benefit relationship for settlements by artificial immune systems, case study: Rutba City, Iraq

Basit Öğe Kaydı
dc.authorid0000-0002-7035-7078en_US
dc.authorid0000-0001-6240-5685en_US
dc.contributor.authorEryiğit, Miraç
dc.contributor.authorSulaiman, Sadeq Oleiwi
dc.date.accessioned2023-08-29T08:31:44Z
dc.date.available2023-08-29T08:31:44Z
dc.date.issued2022en_US
dc.departmentBAİBÜ, Mühendislik Fakültesi, Çevre Mühendisliği Bölümüen_US
dc.description.abstractThe present study aims to specify optimum water resources depending on a cost-benefit relationship for residential areas by heuristic optimization. For this purpose, a case study of Rutba City in Iraq was applied. It is planned that water demand of the city is supplied by four different pumped pipelines (Pipelines 1-4). An optimum water supply among these pipelines was determined by considering their daily incomes (water charge per m(3)) and expenses (electricity price of pump stations), and daily demand for the city. In order to solve this optimization problem, a heuristic optimization model using the modified Clonal Selection Algorithm, a class of Artificial Immune Systems, was improved. The algorithm was coded in Matlab programming language, and it was run ten times to test its stability. Two objective functions of total daily income and expense were simultaneously used for maximizing total daily net income under constraints of the required daily water demand of the city and pump discharge capacities. Also, another constraint was that total net income for ten years should afford the initial cost of the unconstructed pipeline 4. The results showed that the optimization model using the modified Clonal Selection Algorithm is useful and feasible for determining optimum water supply in terms of the cost-benefit relationship.en_US
dc.identifier.citationEryiğit, M., & Sulaiman, S. O. (2022). Specifying optimum water resources based on cost-benefit relationship for settlements by artificial immune systems: Case study of Rutba City, Iraq. Water Supply, 22(6), 5873-5881.en_US
dc.identifier.doi10.2166/ws.2022.227
dc.identifier.endpage5881en_US
dc.identifier.issn1606-9749
dc.identifier.issn1607-0798
dc.identifier.issue6en_US
dc.identifier.scopus2-s2.0-85133751316en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage5873en_US
dc.identifier.urihttp://dx.doi.org/10.2166/ws.2022.227
dc.identifier.urihttps://hdl.handle.net/20.500.12491/11612
dc.identifier.volume22en_US
dc.identifier.wosWOS:000805765100001en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorEryiğit, Miraç
dc.language.isoenen_US
dc.publisherIwa Publishingen_US
dc.relation.ispartofWater Supplyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectArtificial Immune Systemsen_US
dc.subjectCost-Benefit Relationshipen_US
dc.subjectOptimizationen_US
dc.subjectWater Resourcesen_US
dc.subjectWater Supplyen_US
dc.titleSpecifying optimum water resources based on cost-benefit relationship for settlements by artificial immune systems, case study: Rutba City, Iraqen_US
dc.typeArticleen_US

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