Distributions of Wind Speed at Different Heights

被引:0
|
作者
Mert Kantar, Yeliz [1 ]
Usta, Ilhan [1 ]
Arik, Ibrahim [1 ]
Yenilmez, Ismail [1 ]
机构
[1] Anadolu Univ, Fac Sci, Dept Stat, Eskisehir, Turkey
关键词
probability distributions; modelling; wind speed data; wind power; wind energy; WEIBULL; ENERGY; MODELS;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this study, the parameters of different distributions such as the Weibull, Rayleigh, Lognormal, Gamma and Generalized Gamma, which are used for modelling wind speed, at the different heights 10 and 30 m, have been evaluated. The monthly and annual variations of the scale parameters of the distributions and performances of the distributions for the wind speed over these different heights have been analyzed. The results have revealed that, the best distribution at 10 m also provides good fit to wind speed observation at 30 m. Moreover, it is observed from results that according to goodness-of-fit tests, the Gamma, Generalized Gamma and Weibull distributions are found to be more suitable than the other considered distributions for representing the actual wind speed data for both heights.
引用
收藏
页数:6
相关论文
共 50 条
  • [42] MULTIVARIATE DISTRIBUTIONS OF DIRECTIONAL WIND-SPEED - CLOSURE
    SIMIU, E
    HENDRICKSON, EM
    NOLAN, WA
    OLKIN, I
    SPIEGELMAN, CH
    [J]. JOURNAL OF STRUCTURAL ENGINEERING-ASCE, 1987, 113 (01): : 187 - 190
  • [43] Application of four probability distributions for wind speed modeling
    Pobocikova, Ivana
    Sedliackova, Zuzana
    Michalkova, Maria
    [J]. 12TH INTERNATIONAL SCIENTIFIC CONFERENCE OF YOUNG SCIENTISTS ON SUSTAINABLE, MODERN AND SAFE TRANSPORT, 2017, 192 : 713 - 718
  • [44] Trends and interannual variability of wind speed distributions in Minnesota
    Klink, K
    [J]. JOURNAL OF CLIMATE, 2002, 15 (22) : 3311 - 3317
  • [45] Spatial Modelling of Extreme Wind Speed Distributions in Switzerland
    Laib, Mohamed
    Kanevski, Mikhail
    [J]. EUROPEAN GEOSCIENCES UNION GENERAL ASSEMBLY 2016, 2016, 97 : 100 - 107
  • [46] Wind Shear Analysis for Different Wind Turbine Hub Heights in a Western Himalayan Terrain
    Sinda, Sunanda
    Chandel, S. S.
    [J]. 2016 7TH INDIA INTERNATIONAL CONFERENCE ON POWER ELECTRONICS (IICPE), 2016,
  • [47] Determining variabilities of non-Gaussian wind-speed distributions using different metrics and timescales
    Lee, J. C-Y
    Fields, M. J.
    Lundquist, J. K.
    Lunacek, M.
    [J]. SCIENCE OF MAKING TORQUE FROM WIND (TORQUE 2018), 2018, 1037
  • [48] Comparison of the Weibull model with measured wind speed distributions for stochastic wind generation
    van Donk, SJ
    Wagner, LE
    Skidmore, EL
    Tatarko, J
    [J]. TRANSACTIONS OF THE ASAE, 2005, 48 (02): : 503 - 510
  • [49] COMPUTATION OF WIND SPEED AND WAVE HEIGHTS FROM GEOS-3 DATA
    MOGNARD, N
    LAGO, B
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH, 1979, 84 (NB8): : 3979 - 3986
  • [50] Data set on wind speed, wind direction and wind probability distributions in Puerto Bolivar - Colombia
    Valencia Ochoa, Guillermo
    Nunez Alvarez, Jose
    Vanegas Chamorro, Marley
    [J]. DATA IN BRIEF, 2019, 27