کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4577523 1630023 2011 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Analytic elements method and particle swarm optimization based simulation–optimization model for groundwater management
موضوعات مرتبط
مهندسی و علوم پایه علوم زمین و سیارات فرآیندهای سطح زمین
پیش نمایش صفحه اول مقاله
Analytic elements method and particle swarm optimization based simulation–optimization model for groundwater management
چکیده انگلیسی

SummaryThis paper presents the application of the Analytic Element Method (AEM) and particle swarm optimization (PSO) based simulation–optimization model for the solution of groundwater management problems. The AEM-PSO model developed was applied to the Dore river basin, France to solve two groundwater hydraulic management problems: (1) maximum pumping from an aquifer, (2) minimum cost to develop the new pumping well system. Discharge as well as location of the pumping wells were taken as the decision variables. The influence of the piping length was examined in the total development cost for new wells. The optimal number of wells was also calculated by applying the model to different sets of wells. The constraints of the problem were identified with the help of water authority, stakeholders and officials. The AEM flow model was developed to facilitate the management model in particular, as in each iteration optimization model calls a simulation model to calculate the values of groundwater heads. The AEM-PSO model was found to be efficient in identifying the optimal location and discharge of the pumping wells. The penalty function approach was found to be valuable in PSO and also acceptable for groundwater hydraulic management problems.


► AEM based flow model is developed and coupled with PSO based optimization model.
► Capabilities of AEM and PSO methods, for groundwater management, are investigated.
► Optimal location and discharge of wells is computed using AEM-PSO model.
► AEM-PSO model find efficient to use in simulation-optimization approach.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Hydrology - Volume 402, Issues 3–4, 25 May 2011, Pages 217–227
نویسندگان
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