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WRF 기상예측자료를 이용한 풍황분석 타당성 연구

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Abstract
Wind resource assessment based on wind data derived from a Numerical Weather Prediction (NWP) model has been carried out in Jeju Island. Of NWP models, Weather Research and Forecasting (WRF) model was used for this investigation. Numerical contour map and Land Cover Map which were made in Korea were used for more accurate analysis.
The meteorological data which is used in WRF model has been chosen as a Global Forecast System (GFS) file. The 10-min wind data was generated on the basis of the model dynamics and physics. The wind data predicted by WRF and WAsP(Wind Atlas Analysis and Application Program) was compared with the measured data at Pyeongdae and Udo, which is located in the northeastern part of Jeju Island.
The result showed that the wind characteristics predicted by WRF model running were in good agreement with the measured wind characteristics. From this result, it may be possible to assess wind resource using WRF model whose original purpose is wind power forecasting. Though the predicted 10-min interval wind data did not match the measurements very well, the predicted wind characteristics such as annual and monthly mean wind speed roughly agreed with the real wind characteristics. That is, it may be well worth to analyze the wind data predicted by running WRF model when the measured wind data is not available or when a wind farm developer searches for a potential wind farm site before installing meteorological mast. It is needed to conduct more feasibility studies like this for various sites for the reliable result.
Author(s)
허수영
Issued Date
2013
Awarded Date
2013. 2
Type
Dissertation
URI
http://dcoll.jejunu.ac.kr/jsp/common/DcLoOrgPer.jsp?sItemId=000000006277
Alternative Author(s)
Her, Soo young
Affiliation
제주대학교 대학원
Department
대학원 풍력특성화협동과정
Advisor
허종철
Table Of Contents
Ⅰ. 서 론 1
1. 연구배경 1
2. 종래의 연구동향 2
3. 연구목적 4
Ⅱ. WRF 모델 구축 5
1. WRF 모델 개요 5
2. WRF domain 설정 7
3. 상세지형자료 및 토지피복자료 생성 8
4. 기상 데이터의 초기 및 경계자료 14
5. WRF 물리과정 15
6. 하드웨어 구성 16
7. WRF output data 후처리 17
1) Wind speed 17
2) Wind direction 18
3) Geopotential meter 18
4) 풍속 보정 19
5) 후처리 프로그램 구현 20
Ⅲ. 연구방법 21
1. 분석지점 선정 21
2. 분석방법 22
1) 선행연구 구현 22
2) WRF 모델을 이용한 예측 24
3. 분석기법 25
1) Weibull distribution 25
2) Wind Rose 26
3) Annual Energy Production 26
4) 통계적 방법 27
Ⅳ. 연구결과 29
1. 기상예측자료와 실측데이터간의 통계적 비교 30
2. 데이터 종류별 풍황분석 결과 31
1) 평대 기상탑 지점 풍황분석 31
(1) Weibull distribution, wind profile 비교 분석 31
(2) Wind rose 비교 분석 34
(3) 월별 평균풍속 비교 분석 35
2) 우도 기상탑 지점 예측 36
(1) Weibull distribution, wind profile 비교 분석 36
(2) Wind rose 비교 분석 39
(3) 월별 평균풍속 비교 분석 40
Ⅴ. 결 론 41
Ⅵ. 참고문헌 42
Degree
Master
Publisher
제주대학교
Citation
허수영. (2013). WRF 기상예측자료를 이용한 풍황분석 타당성 연구
Appears in Collections:
Interdisciplinary Programs > Multidisciplinary Graduate School Program for Wind Energy
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