کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
8073661 | 1521439 | 2016 | 13 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Sizing of a standalone photovoltaic water pumping system using a multi-objective evolutionary algorithm
ترجمه فارسی عنوان
اندازه گیری یک سیستم پمپاژ فتوولتائیک مستقل با استفاده از یک الگوریتم تکاملی چند هدفه
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کلمات کلیدی
سیستم پمپاژ فتوولتائیک، بهینه سازی چند هدفه، تکامل دیفرانسیل، از دست دادن احتمال بار،
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی انرژی
انرژی (عمومی)
چکیده انگلیسی
In this paper, a differential evolution based multi-objective optimization algorithm is proposed to optimally size a photovoltaic water pumping system (PVPS). Non-dominated sorting and crowding distance concepts are used to increase the elitism and diversity of the proposed algorithm. The proposed objective function is composed of technical and economic objectives. Loss of load probability is used as a technical objective, whereas life cycle cost is considered as an economic objective. The proposed PVPS is designed to provide a daily water demand of 30Â m3 with a 20Â m static head and a drawdown level. The optimal configuration of the system is selected from an optimal Pareto set of configurations to achieve balance between reliability, cost, and excess water of the system. The performance of the system is tested using hourly metorological data for one year time. Results show that the loss of load probability of the proposed system is around 0.5%. The life cycle cost, water deficit, and cost of water unit of the system are 9910Â USD, 55Â m3, and 0.045Â USD/m3, respectively.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy - Volume 109, 15 August 2016, Pages 961-973
Journal: Energy - Volume 109, 15 August 2016, Pages 961-973
نویسندگان
Dhiaa Halboot Muhsen, Abu Bakar Ghazali, Tamer Khatib, Issa Ahmed Abed, Emad M. Natsheh,