چکیده مقاله
Due to the great problem of global warming and greenhouse gas emissions, in this article we decided to reduce the environmental problems associated with the use of fossil fuels in the production of electricity required in fossil fuel power plants, thinking of replacing renewable energy with fossil fuel Therefore, a wind farm in Texas, USA was studied Due to the great problem of global warming and greenhouse gas emissions, in this article we decided to reduce the environmental problems associated with the use of fossil fuels in the production of electricity required in fossil fuel power plants, thinking of replacing renewable energy with fossil fuel Therefore, a wind farm in Texas, USA was studied and the turbine production capacity was obtained using the Random Forest method with an average square error of 0 0487 in 110 seconds Also wind speed, which is the most important factor in generating electricity in wind turbines By Random Forest method, the average squares error was 0 0487 in 75 seconds
کلیدواژهها
نویسندگان
Seyed Matin Malakoti
Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran
Amir Rikhtehgar Ghiasi
Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran
Amir Aminzadeh Ghavifekr
Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran
شیوه ارجاع
Malakoti, Seyed Matin and Rikhtehgar Ghiasi, Amir and Aminzadeh Ghavifekr, Amir,1401,Replacing the production capacity of wind farms with the production capacity offossil fuel power plants and using the Random Forest method algorithm topredict wind farm wind power and speed,The 1st National Conference on Environmental Challenges: Green Industry and Mining,Tehran
ارائهشده در
مجموعه مقالات نخستین کنفرانس ملی چالش های محیط زیست: صنعت و معدن سبز28 اردیبهشت 1401 · تهران