 
          1192
        
        
          êćøćÜìĊę
        
        
          ǰ13
        
        
          ÖćøđðøĊ
        
        
          ÷ïđìĊ
        
        
          ÷ïĕüïĎ
        
        
          úúŤ
        
        
          óćøćöĉ
        
        
          đêĂøŤ
        
        
          ÝćÖøąđïĊ
        
        
          ÷ïüĉ
        
        
          íĊ
        
        
          Maximum Likelihood, Least Square, Ēúą WAsP
        
        
          ×ĂÜך
        
        
          ĂöĎ
        
        
          úúöÿëĉ
        
        
          êĉ
        
        
          øć÷ðŘ
        
        
          ÿëćîĊ
        
        
          üĉ
        
        
          ÝĆ
        
        
          ÷óúĆ
        
        
          ÜÜćîúöđìóćìĊę
        
        
          øąéĆ
        
        
          ïÙüćöÿĎ
        
        
          Ü 120 m ך
        
        
          ĂöĎ
        
        
          úúöÿëĉ
        
        
          êĉ
        
        
          đéČ
        
        
          ĂîÖøÖãćÙöóý 2558
        
        
          Algorithm
        
        
          Weibull
        
        
          
            k
          
        
        
          Weibull
        
        
          
            c
          
        
        
          (m/s)
        
        
          Mean (m/s)
        
        
          Proportion
        
        
          Above Mean
        
        
          Power Density
        
        
          (W/m
        
        
          2
        
        
          )
        
        
          R
        
        
          2
        
        
          Maximum
        
        
          likelihood
        
        
          1.976
        
        
          4.778
        
        
          4.236
        
        
          0.455
        
        
          90.0
        
        
          0.88190
        
        
          Least square
        
        
          1.631
        
        
          4.966
        
        
          4.445
        
        
          0.434
        
        
          130.0
        
        
          0.81880
        
        
          WAsP
        
        
          3.141
        
        
          5.248
        
        
          4.696
        
        
          0.494
        
        
          86.9
        
        
          0.88573
        
        
          Actual data
        
        
          (44,639 time steps)
        
        
          4.266
        
        
          0.494
        
        
          86.9
        
        
          -
        
        
          ÿøč
        
        
          ðñúÖćøüĉ
        
        
          ÝĆ
        
        
          ÷
        
        
          ÝćÖÖćøýċ
        
        
          ÖþćÖćøĒÝÖĒÝÜĂĆ
        
        
          êøćđøĘ
        
        
          üúöđÞúĊę
        
        
          ÷×ĂÜĂĞ
        
        
          ćđõĂđìóć ÝĆ
        
        
          ÜĀüĆ
        
        
          éÿÜ×úć ēé÷ĂćýĆ
        
        
          ÷ך
        
        
          ĂöĎ
        
        
          úĂĆ
        
        
          êøćđøĘ
        
        
          üúöÿëĉ
        
        
          êĉ
        
        
          ìĊę
        
        
          ĕéš
        
        
          ÝćÖÖćøêøüÝüĆ
        
        
          éìĊę
        
        
          øąéĆ
        
        
          ïÙüćöÿĎ
        
        
          Ü 120 m êúĂéìĆĚ
        
        
          ÜðŘ
        
        
          (ÿĉ
        
        
          ÜĀćÙö ó ý 2557 – ÖøÖãćÙö ó ý 2558) àċę
        
        
          ÜĂćýĆ
        
        
          ÷ÖćøĒÝÖĒÝÜ
        
        
          ĕüïĎ
        
        
          úúŤ
        
        
          ĒúąøąđïĊ
        
        
          ÷ïüĉ
        
        
          íĊ
        
        
          ĔîÖćøĀćÙŠ
        
        
          ćóćøćöĉ
        
        
          đêĂøŤ
        
        
          øąéĆ
        
        
          ïĒúąóćøćöĉ
        
        
          đêĂøŤ
        
        
          øĎ
        
        
          ðøŠ
        
        
          ćÜ ÝćÖÖćøýċ
        
        
          ÖþćóïüŠ
        
        
          ćøąđïĊ
        
        
          ÷ïüĉ
        
        
          íĊ
        
        
          WAsP ĔĀš
        
        
          ñú
        
        
          Öćøüĉ
        
        
          đÙøćąĀŤ
        
        
          ĂĆ
        
        
          êøćđøĘ
        
        
          üúöđÞúĊę
        
        
          ÷ĕéš
        
        
          ëĎ
        
        
          Öêš
        
        
          ĂÜĒöŠ
        
        
          î÷Ğ
        
        
          ćĒúąĔÖúš
        
        
          đÙĊ
        
        
          ÷ÜÖĆ
        
        
          ïÙŠ
        
        
          ćđÞúĊę
        
        
          ÷ÝćÖÖćøüĉ
        
        
          đÙøćąĀŤ
        
        
          đßĉ
        
        
          Üÿëĉ
        
        
          êĉ
        
        
          öćÖìĊę
        
        
          ÿč
        
        
          é (öĊ
        
        
          ÙŠ
        
        
          ć R
        
        
          2
        
        
          đך
        
        
          ć
        
        
          ĔÖúš
        
        
          1 öćÖìĊę
        
        
          ÿč
        
        
          é) êćöéš
        
        
          ü÷øąđïĊ
        
        
          ÷ïüĉ
        
        
          íĊ
        
        
          Maximum likelihood
        
        
          Ēúą Least Square êćöúĞ
        
        
          ćéĆ
        
        
          ï
        
        
          Öĉ
        
        
          êêĉ
        
        
          ÖøøöðøąÖćý
        
        
          ×Ă×ĂïÙč
        
        
          è ïøĉ
        
        
          þĆ
        
        
          ì ÿćÖú đĂîđîĂ÷Ċ
        
        
          ÝĞ
        
        
          ćÖĆ
        
        
          é ÿĞ
        
        
          ćĀøĆ
        
        
          ïìč
        
        
          îÿîĆ
        
        
          ïÿîč
        
        
          îÖćøđÖĘ
        
        
          ïך
        
        
          ĂöĎ
        
        
          úúöĒúąÖćøìĞ
        
        
          ćüĉ
        
        
          ÝĆ
        
        
          ÷×ĂÜēÙøÜÖćøĄ
        
        
          đĂÖÿćøĂš
        
        
          ćÜĂĉ
        
        
          Ü
        
        
          [1] Kasra Mohammadi, Omid Alavi, Ali Mostafaeipour, Navid Goudarzi, Mahdi Jalilvand. (2016). Assessing
        
        
          different parameters estimation methods of Weibull distribution to compute wind power
        
        
          density.
        
        
          Energy Conversion and Management.
        
        
          Volume 108, (322-335).
        
        
          [2] Yeliz Mert Kantar and Ilhan Usta. (2015). Analysis of the upper-truncated Weibull distribution for
        
        
          wind speed.
        
        
          Energy Conversion and Management.
        
        
          Volume 96, (81-88).
        
        
          [3] V.L. Brano, A. Orioli, G. Ciulla, S. Culotta. (2011). Quality of wind speed fitting distributions for the
        
        
          urban area of Palermo, Italy.
        
        
          Renewable Energy.
        
        
          36 (3), 1026-1039.
        
        
          [4] D. Villanueva, A. Feijoo. (2010). Wind power distributions: A review of their appications.
        
        
          Renewable
        
        
          and Sustainable Energy Reviews.
        
        
          14 (5), 1490-1495.
        
        
          [5] S.A. Akdag, A. Dinler. (2009). A new method to estimate Weibull parameters for wind energy
        
        
          applications.
        
        
          Energy Conversion and Management.
        
        
          50 (7), 1761-1766.
        
        
          [6] K. Tar. (2008). Some statistical characteristics of monthly average wind speed at various heights.
        
        
          Renewable and Sustainable Energy Reviews.
        
        
          12 (6), 1712-1724
        
        
          [7] M. J Stevens and P.T. Smulders. (1979). The estimation of the parameters of the Weibull wind
        
        
          speed distribution for wind energy utilization purposes.
        
        
          Wind Eng.
        
        
          3 (2), 132-145.