Predicting the Energy Output of Wind Farms Based on Weather Data: Important Variables and their Correlation
Katya VladislavlevaTobias FriedrichFrank NeumannMarkus WagnerPublished in: CoRR (2011)
Keyphrases
- wind farm
- weather data
- wind energy
- wind speed
- meteorological data
- input variables
- wind turbine
- wind power
- solar energy
- renewable energy
- variable selection
- weather forecasts
- neural network
- correlation coefficient
- energy consumption
- weather prediction
- artificial neural networks
- power generation
- software agents
- expert systems
- genetic algorithm