Abstract
The aim of this paper is to estimate the mean monthly values of wind power density in four meteorological stations in Nineveh Governorate (Mosul, Rabea, Talafar, Sinjar) for the period (1980 – 2010) using different meteorological parameters. Five different models (Linear, Quadratic, Logarithmic, Linear Logarithmic, power) were used to estimate the wind power density. The performance of this regression models were evaluated. Several statistical test were used to control the validation and goodness of the regression models in terms of (R, R2, MAE, RMSE). Linear model gave the best fit for the relation between WPD and (P, n, H, C) in all stations. Quadratic model and Linear model gave the best fit between WPD and (Rad. RH, T) in all stations. Logarithmic model give the best fit between WPD and Rad in Mosul station .
Highlights
The aim of this paper is to estimate the mean monthly values of wind power density in four meteorological stations in Nineveh Governorate (Mosul, Rabea, Talafar, Sinjar) for the period (1980 – 2010) using different meteorological parameters
In this paper correlations are proposed for the mean values of Wind Power Density (WPD) for (Mosul, Rabea, Sinjar, Talafr) stations in Nineveh Governorate based on meteorological parameters for the period (1980–2010)
The results showed that the best correlation was obtained WPD and Height followed by WPD and atmospheric Pressure, WPD and Solar Radiation, WPD and Sunshine, WPD and Air Temperature, after that WPD and Relative Humidity
Summary
The aim of this paper is to estimate the mean monthly values of wind power density in four meteorological stations in Nineveh Governorate (Mosul, Rabea, Talafar, Sinjar) for the period (1980 – 2010) using different meteorological parameters. Five different models (Linear, Quadratic, Logarithmic, Linear Logarithmic, power) were used to estimate the wind power density. The performance of this regression models were evaluated. Quadratic model and Linear model gave the best fit between WPD and (Rad. RH, T) in all stations. In this paper correlations are proposed for the mean values of Wind Power Density (WPD) for (Mosul, Rabea, Sinjar, Talafr) stations in Nineveh Governorate based on meteorological parameters for the period (1980–2010)
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