HeMOSU-1호 관측풍속의 불확실성을 고려한 서남해안의 풍력 발전량 예측
Prediction of Wind Power Generation at Southwest Coast of Korea Considering Uncertainty of HeMOSU-1 Wind Speed Data
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참고문헌
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초록
Wind power generation of 5 MW wind turbine was predicted by using wind measurement data from HeMOSU-1which is at south west coast of Korea. Time histories of turbulent wind was generated from 10-min mean wind speed and thenthey were used as input to Bladed to estimated electric power. Those estimated powers are used in both polynominal regressionand neural network training. They were compared with each other for daily production and yearly production. Effect of meanwind speed and turbulence intensity were quantitatively analyzed and discussed. This technique further can be used to assesslifetime power of wind turbine.
Abstract
Wind power generation of 5 MW wind turbine was predicted by using wind measurement data from HeMOSU-1which is at south west coast of Korea. Time histories of turbulent wind was generated from 10-min mean wind speed and thenthey were used as input to Bladed to estimated electric power. Those estimated powers are used in both polynominal regressionand neural network training. They were compared with each other for daily production and yearly production. Effect of meanwind speed and turbulence intensity were quantitatively analyzed and discussed. This technique further can be used to assesslifetime power of wind turbine.
참고문헌 (10)
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