The Modeling of Weather Conditions and Wind Power in Cities of Western Black Sea Region by Using Linear Regression Method
The Modeling of Weather Conditions and Wind Power in Cities of Western Black Sea Region by Using Linear Regression Method作者机构：Department of Mechanical Engineering Bulent Ecevit University Zonguldak 67680 Turkey Mechanical Engineer and Bachelor's Student Bfilent Ecevit University Zonguldak 67680 Turkey
出 版 物：《Journal of Energy and Power Engineering》 (能源与动力工程（美国大卫英文）)
年 卷 期：2013年第7卷第7期
页 面：1293-1298页
学科分类：081702[工学-化学工艺] 07[理学] 070601[理学-气象学] 08[工学] 0817[工学-化学工程与技术] 0706[理学-大气科学]
主 题：Pressure relative moisture wind speed wind power Turkey.
摘 要：In this study, weather condition data such as the monthly average temperature, relative moisture, wind speed, pressure and the calculated wind power values of Zonguldak, Sinop, Dtizce, Bartm, Kastamonu, Bolu and Karabi^k cities located in western Black Sea region were examined for 10 year period （2001-2011）. In the modeling of the weather conditions, linear regression analysis was used and the effect of temperature, relative moisture and pressure on wind speed was researched by non-linear regression method. Besides, in this study, the effect of roughness coefficient in cities of western Black Sea region was also taken into consideration and the wind power potentials in 10 m, 25 m and 50 m altitude were researched in detail with the help of WASP （Wind Atlas Analysis and Application） program. In the light of the values obtained by developed models and weather condition data, it was observed that some cities in the western Black Sea region have wind power potential with their effects on environment and energy.
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