A Study on an Algorithm for Typical Meteorological Year Generation for Wind Resource of the Korean Peninsula

被引：1

作者：

Kim, Hea-Jung ^{[1
]}

Jung, Sun ^{[1
]}

Choi, Yeoung Jin ^{[2
]}

Kim, Kyurang ^{[2
]}

Jung, Young Rim ^{[2
]}

机构：

[1] Dongguk Univ, Dept Stat, 86-1 Pil Dong, Seoul 100715, South Korea

[2] Natl Inst Meteorol Res, Seogwipo, South Korea

来源：

KOREAN JOURNAL OF APPLIED STATISTICS | 2009年 / 22卷 / 05期

关键词：

Wind resource map; numerical weather simulation; TMY; Filkenstein-Shafer statistical model; TMM score; cluster analysis; RMSD; principal component analysis;

D O I：

10.5351/KJAS.2009.22.5.943

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

This study suggests an algorithm for generating TMY(typical meteorological year) for the Korean peninsula, and generates the TMY based on the algorithm using 11 years(1998-2008) wind data observed at 77 sites of Regional Meteorological Offices(RMO). The algorithm consists of computing TMM scores based on the various statistics defined by the Fikenstein-Shafer statistical model and, in turn, generating TMY based on the TMM scores. Also the algorithm has two stages designed to yield the best representation of the regional wind characteristics appeared during the 11 years(1998-2008). The first stage is designed for the representation of each of 77 regions of RMO and the second is for the Korean peninsula. Various comparison studies are provided to demonstrate the properties of the TMY like its utility and typicality.

引用

页码：943 / 960

页数：18

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