An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power.
Kostas HatalisShalinee KishoreKatya ScheinbergAlberto J. LamadridPublished in: AAAI Workshops (2017)
Keyphrases
- wind power
- quantile regression
- wind speed
- support vector
- short term
- power generation
- forecasting model
- cross validated
- neuro fuzzy
- least squares
- power plant
- cross validation
- electricity markets
- wind turbine
- power system
- long term
- bayesian networks
- support vector machine
- support vector regression
- generative model
- ls svm
- information theoretic
- probabilistic model
- logistic regression
- neural network
- support vector machine svm
- model selection
- computational intelligence
- stochastic programming
- generalization ability
- classification accuracy
- radial basis function
- artificial neural networks
- software agents