HeMOSU-1호 관측풍속의 불확실성을 고려한 서남해안의 풍력 발전량 예측 KCI OTHER

Title
HeMOSU-1호 관측풍속의 불확실성을 고려한 서남해안의 풍력 발전량 예측
Alternative Title
Prediction of Wind Power Generation at Southwest Coast of Korea Considering Uncertainty of HeMOSU-1 Wind Speed Data
Author(s)
이기남; 김동현; 권오순
KIOST Author(s)
Kwon, O Soon(권오순)
Alternative Author(s)
권오순
Publication Year
2014-06
Abstract
Wind power generation of 5 MW wind turbine was predicted by using wind measurement data from HeMOSU-1 which is at south west coast of Korea. Time histories of turbulent wind was generated from 10-min mean wind speed and then they were used as input to Bladed to estimated electric power. Those estimated powers are used in both polynominal regression and neural network training. They were compared with each other for daily production and yearly production. Effect of mean wind speed and turbulence intensity were quantitatively analyzed and discussed. This technique further can be used to assess lifetime power of wind turbine.
ISSN
1738-3935
URI
https://sciwatch.kiost.ac.kr/handle/2020.kiost/40300
Bibliographic Citation
신재생에너지, v.10, no.2, pp.19 - 28, 2014
Publisher
한국신·재생에너지학회
Keywords
Offshore wind turbine; Estimated power; Estimation techniques; Measure-correlatepredict; Annual energy production; Probability distribution; 해상풍력발전기; 예측전력; 예측기법; 측정-상관관계-예측; 연간발전량; 확률분포
Type
Article
Language
Korean
Publisher
한국신·재생에너지학회
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