Examining nominal and ordinal classifiers for forecasting wind speed.
George K. GeorgoulasStavros KoliosPetros S. KarvelisChrysostomos D. StyliosPublished in: IEEE Conf. on Intelligent Systems (2016)
Keyphrases
- wind speed
- wind power
- short term
- long term
- meteorological data
- wind turbine
- short term prediction
- wind farm
- nominal attributes
- support vector
- training data
- weather conditions
- decision trees
- svm classifier
- training set
- forecasting model
- power generation
- relative humidity
- feature set
- naive bayes
- feature selection
- genetic algorithm
- fuzzy logic
- load forecasting
- data mining techniques