کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5013101 1462830 2017 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Optimizing the number and locations of turbines in a wind farm addressing energy-noise trade-off: A hybrid approach
ترجمه فارسی عنوان
بهینه سازی تعداد و مکان های توربین در یک مزرعه بادی در مورد جابجایی انرژی - نویز: رویکرد ترکیبی
کلمات کلیدی
باد، بهینه سازی، سر و صدا، پارتو، کلاسیک، تکامل یافته،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی (عمومی)
چکیده انگلیسی
Micro-siting is an optimal way of placing turbines inside a wind farm while considering various design objectives and constraints. Using a well-established Jensen wake model and ISO-9613-2 noise calculation, this study performs a wind farm layout optimization based on a multi-objective trade-off between minimization of the noise propagation and maximization of the energy generation. A novel hybrid methodology is developed which is a combination of probabilistic real-binary coded multi-objective evolutionary algorithm and a newly proposed deterministic gradient based non-dominated normalized normal constraint method. Based on the Inverted Generational Distance metric, the performance of the proposed method is found to be better than the conventional normalized normal constraint method or the concerned evolutionary method alone. Moreover, in contrast to the previous studies, the generated non-dominated front is capable of providing a trade-off between various alternative energy-noise solutions, along with an additional information about the corresponding turbine numbers and their optimal location coordinates. As a result, the decision maker can choose from different competing wind turbine layouts based on existing noise and other standard regulations.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy Conversion and Management - Volume 132, 15 January 2017, Pages 147-160
نویسندگان
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