کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
7157785 | 1462789 | 2018 | 9 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Integrated approach for the determination of an accurate wind-speed distribution model
ترجمه فارسی عنوان
رویکرد یکپارچه برای تعیین یک مدل توزیع دقیق سرعت باد
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کلمات کلیدی
برازش، ارزیابی چند معیاره، تجمع چندگانه، رتبه بندی نمره، مدل سازی سرعت باد،
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی انرژی
انرژی (عمومی)
چکیده انگلیسی
The distribution model of wind-speed data is critical for the assessment of wind-energy potential because it reduces uncertainties in the estimation of wind power output. Thus, an accurate distribution model for describing wind-speed data should be determined before a detailed analysis of energy potential is conducted. In this study, information from several goodness-of-fit criteria, e.g., the R2 coefficient, Kolmogorov-Smirnov statistic, Akaike's information criterion, and deviation in skewness/kurtosis were integrated for the conclusive selection of the best-fit distribution model of wind-speed data. The proposed approach integrates standardized scores and subjects each criterion to multiplicative aggregation. The approach was applied in a case study to fit eight statistical distributions to hourly wind-speed data collected at two stations in Malaysia. The results showed that the proposed approach provides a good basis for the selection of the optimal wind-speed distribution model. Furthermore, graphical representations agreed with the analytical results.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy Conversion and Management - Volume 173, 1 October 2018, Pages 56-64
Journal: Energy Conversion and Management - Volume 173, 1 October 2018, Pages 56-64
نویسندگان
Nurulkamal Masseran,