کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4578970 1630089 2009 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Adaptive neuro fuzzy inference system approach for municipal water consumption modeling: An application to Izmir, Turkey
موضوعات مرتبط
مهندسی و علوم پایه علوم زمین و سیارات فرآیندهای سطح زمین
پیش نمایش صفحه اول مقاله
Adaptive neuro fuzzy inference system approach for municipal water consumption modeling: An application to Izmir, Turkey
چکیده انگلیسی

SummaryIn this study, an adaptive neuro fuzzy inference system (ANFIS) is used to forecast monthly water use from several socio-economic and climatic factors including average monthly water bill, population, number of households, gross national product, monthly average temperature observed, monthly total rainfall, monthly average humidity observed and inflation rate. Water consumption modeling in this way will be more consistent than doing it using a single variable as more effective parameter could be incorporated. The ANFIS system is applied to modeling monthly water consumptions of Izmir, Turkey. The results indicated that ANFIS can be successfully applied for monthly water consumption modeling.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Hydrology - Volume 365, Issues 3–4, 25 February 2009, Pages 225–234
نویسندگان
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