کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
826343 907919 2014 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A new technique based on Artificial Bee Colony Algorithm for optimal sizing of stand-alone photovoltaic system
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی (عمومی)
پیش نمایش صفحه اول مقاله
A new technique based on Artificial Bee Colony Algorithm for optimal sizing of stand-alone photovoltaic system
چکیده انگلیسی

One of the most recent optimization techniques applied to the optimal design of photovoltaic system to supply an isolated load demand is the Artificial Bee Colony Algorithm (ABC). The proposed methodology is applied to optimize the cost of the PV system including photovoltaic, a battery bank, a battery charger controller, and inverter. Two objective functions are proposed: the first one is the PV module output power which is to be maximized and the second one is the life cycle cost (LCC) which is to be minimized. The analysis is performed based on measured solar radiation and ambient temperature measured at Helwan city, Egypt. A comparison between ABC algorithm and Genetic Algorithm (GA) optimal results is done. Another location is selected which is Zagazig city to check the validity of ABC algorithm in any location. The ABC is more optimal than GA. The results encouraged the use of the PV systems to electrify the rural sites of Egypt.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Advanced Research - Volume 5, Issue 3, May 2014, Pages 397–408
نویسندگان
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