Wind power prediction at southwest coast of Korea from measured wind data

被引：3

作者：

Kim, Dong Hyawn ^{[1
]}

Lee, Gee Nam ^{[1
]}

Kwon, Osoon ^{[2
]}

机构：

[1] Kunsan Natl Univ, Dept Ocean Sci & Engn, Kunsan 573701, Jeonbuk, South Korea

[2] KIOST, Coastal Dev & Ocean Energy Res Div, Ansan 426744, Gyeonggi, South Korea

来源：

JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY | 2014年 / 6卷 / 06期

关键词：

PERFORMANCE;

D O I：

10.1063/1.4897462

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

Generated power by 5MW wind turbine was predicted by using measured wind data at weather station called Herald of Meteorological and Oceanographic Special Unit-1 (HeMOSU-1) which is installed at south west coast of Korea. Transient time history of turbulent wind was generated from 10-min mean wind speed stored at HeMOSU-1 and then it was used in estimation of electric power by Bladed. Those estimated powers were used in both polynomial regression and neural network based power estimation. They were compared with each other for daily power and yearly power. Effect of mean wind speed and turbulence intensity was quantitatively analyzed and discussed. This technique further can be used to assess lifetime power of wind turbine. (C) 2014 AIP Publishing LLC.

引用

页数：12

共 50 条

[31] From Marginal to Simultaneous Prediction Intervals of Wind Power
Bessa, Ricardo J.
2015 18TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEM APPLICATION TO POWER SYSTEMS (ISAP), 2015,
[32] Prediction of wind speed for the estimation of wind turbine power output from site climatological data using artificial neural network
Ayodele T.R.
Ogunjuyigbe A.S.O.
Ayodele, T.R. (tr.ayodele@ui.edu.ng), 2017, Taylor and Francis Ltd. (38) : 29 - 36
[33] Wind and power density data of strategic offshore locations in the Colombian Caribbean coast
Gabriel Rueda-Bayona, Juan
Guzman, Andres
Cabello Eras, Juan Jose
DATA IN BRIEF, 2019, 27
[34] Wind speed and power output prediction of DFIG wind turbine
Sadjadi, M. E.
Karrari, M.
ELECTRICAL AND CONTROL TECHNOLOGIES, PROCEEDINGS, 2006, : 26 - 30
[35] SOME WIND CHARACTERISTICS AND APPLICATIONS OF WIND POWER ON THE EAST COAST OF THE ARABIAN PENINSULA
MARTIN, P
SOLAR ENERGY, 1985, 34 (01) : 9 - 11
[36] Multiscale prediction of wind speed and output power for the wind farm
Wang X.
LI H.
Wang, X. (Wangzt@lut.cn), 1600, South China University of Technology (10): : 251 - 258
[37] Application of wind speed indexes in field for wind power prediction
Wu, Xi
Xu, Tingting
Yu, Jiang
Wang, Binbin
Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2016, 37 (02): : 310 - 315
[38] Wind Farm Power Prediction Based on Wind Speed and Power Curve Models
Lydia, M.
Kumar, S. Suresh
Selvakumar, A. Immanuel
Kumar, G. Edwin Prem
INTELLIGENT AND EFFICIENT ELECTRICAL SYSTEMS, 2018, 446 : 15 - 24
[39] Analysis of wind power intermittency based on historical wind power data
Ren, Guorui
Wan, Jie
Liu, Jinfu
Yu, Daren
Soder, Lennart
ENERGY, 2018, 150 : 482 - 492
[40] Wind Power Curve Modeling and Wind Power Forecasting With Inconsistent Data
Wang, Yun
Hu, Qinghua
Srinivasan, Dipti
Wang, Zheng
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019, 10 (01) : 16 - 25

← 1 2 3 4 5 →