کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
772469 897707 2011 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A hybrid PSO–ANFIS approach for short-term wind power prediction in Portugal
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی (عمومی)
پیش نمایش صفحه اول مقاله
A hybrid PSO–ANFIS approach for short-term wind power prediction in Portugal
چکیده انگلیسی

The increased integration of wind power into the electric grid, as nowadays occurs in Portugal, poses new challenges due to its intermittency and volatility. Wind power prediction plays a key role in tackling these challenges. The contribution of this paper is to propose a new hybrid approach, combining particle swarm optimization and adaptive-network-based fuzzy inference system, for short-term wind power prediction in Portugal. Significant improvements regarding forecasting accuracy are attainable using the proposed approach, in comparison with the results obtained with five other approaches.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy Conversion and Management - Volume 52, Issue 1, January 2011, Pages 397–402
نویسندگان
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