Electrical engineering

Meteorology

Support vector machine

Macroeconomics

Engineering

Environmental economics

Artificial intelligence

Wind speed

Economics

Geography

Renewable energy

Production (economics)

Computer science

Wind power

Environmental science

Waste management

Fossil fuel

Nowadays, the advancement of technology is directly related to energy demand. The largest share of energy production comes from fossil fuels but they will be replaced by renewable energy due to their environmental damage and their limited availability. Wind energy is one of the most important sources of renewable energy. Despite merits of wind energy, dependence between production efficiency and location of the wind power plant is its main drawback. Therefore, proper sitting of wind power plants is very important in its design stage. In this paper, a global and robust model has been developed to locate wind sites using support vector regression.

Modeling and Siting of wind farms using Support Vector Regression (SVR)