Stochastic generation of hourly mean wind speed data

作者: Hafzullah Aksoy , Z Fuat Toprak , Ali Aytek , N Erdem Ünal

DOI: 10.1016/J.RENENE.2004.03.011

关键词: Real-time computingWaveletNormal distributionWeibull distributionTest data generationEngineeringAutoregressive modelWind speedTransformation (function)MeteorologyMarkov chain

摘要: … The normal probability distribution function is given by(1) f ( … mean wind speed, in this study), μ mean value of wind speed, … gamma distribution is good enough in fitting to the wind speed …

参考文章(28)
T. Kitagawa, T. Nomura, A wavelet-based method to generate artificial wind fluctuation data Journal of Wind Engineering and Industrial Aerodynamics. ,vol. 91, pp. 943- 964 ,(2003) , 10.1016/S0167-6105(03)00037-0
Edmond D.H. Cheng, Wind data generator: A knowledge-based expert system Journal of Wind Engineering and Industrial Aerodynamics. ,vol. 38, pp. 101- 108 ,(1991) , 10.1016/0167-6105(91)90032-R
A. Garcia, J.L. Torres, E. Prieto, A. de Francisco, Fitting wind speed distributions: a case study Solar Energy. ,vol. 62, pp. 139- 144 ,(1998) , 10.1016/S0038-092X(97)00116-3
Edmond D.H. Cheng, Arthur N.L. Chiu, An expert system for extreme wind simulation Journal of Wind Engineering and Industrial Aerodynamics. ,vol. 36, pp. 1235- 1243 ,(1990) , 10.1016/0167-6105(90)90120-2
Edmond D. H. Cheng, Arthur N. L. Chiu, Extreme Winds Simulated From Short‐Period Records Journal of Structural Engineering-asce. ,vol. 111, pp. 77- 94 ,(1985) , 10.1061/(ASCE)0733-9445(1985)111:1(77)
F. C. Kaminsky, R. H. Kirchhoff, C. Y. Syu, J. F. Manwell, A Comparison of Alternative Approaches for the Synthetic Generation of a Wind Speed Time Series Journal of Solar Energy Engineering. ,vol. 113, pp. 280- 289 ,(1991) , 10.1115/1.2929974
Mehmetcik Bayazit, Hafzullah Aksoy, Using wavelets for data generation Journal of Applied Statistics. ,vol. 28, pp. 157- 166 ,(2001) , 10.1080/02664760020016073
M Bayazit, B Önöz, Hafzüllah Aksoy, None, Nonparametric streamflow simulation by wavelet or Fourier analysis Hydrological Sciences Journal-journal Des Sciences Hydrologiques. ,vol. 46, pp. 623- 634 ,(2001) , 10.1080/02626660109492855
M. D. G. Dukes, J. P. Palutikof, Estimation of extreme wind speeds with very long return periods Journal of Applied Meteorology. ,vol. 34, pp. 1950- 1961 ,(1995) , 10.1175/1520-0450(1995)034<1950:EOEWSW>2.0.CO;2