کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
383342 660816 2013 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Evolutionary computation approaches for real offshore wind farm layout: A case study in northern Europe
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Evolutionary computation approaches for real offshore wind farm layout: A case study in northern Europe
چکیده انگلیسی


• This paper presents new evolutionary computation algorithms for a problem of wind farm design.
• The algorithms tackle two different problems of offshore wind farm layout.
• Experiments in a real offshore wind farm layout case are shown and discussed.

This paper presents the layout optimization of a real offshore wind farm in northern Europe, using evolutionary computation techniques. Different strategies for the wind farm design are tested, such as regular turbines layout or free turbines disposition with fixed number of turbines. Also, different layout quality models have been applied, in order to obtain solutions with different characteristics of high energy production and low interlink cost. In all the cases, evolutionary algorithms are developed and detailed in the paper. The experiments carried out in the real problem show that the free design with fixed number of turbines is more appropriate and obtains better quality layouts than the regular design.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 40, Issue 16, 15 November 2013, Pages 6292–6297
نویسندگان
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