An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power.
Kostas HatalisShalinee KishoreKatya ScheinbergAlberto J. LamadridPublished in: CoRR (2018)
Keyphrases
- wind power
- quantile regression
- wind speed
- support vector
- cross validated
- short term
- cross validation
- power generation
- neuro fuzzy
- forecasting model
- power plant
- least squares
- long term
- electricity markets
- wind turbine
- power system
- information theoretic
- probabilistic model
- ls svm
- short term prediction
- hyperparameters
- support vector regression
- logistic regression
- svm classifier
- generative model
- classification accuracy
- bayesian networks
- feature selection
- software agents
- random variables
- kernel function
- decision support system
- support vector machine