Time series wind power forecasting based on variant Gaussian Process and TLBO.
Juan YanKang LiEr-Wei BaiZhile YangAoife FoleyPublished in: Neurocomputing (2016)
Keyphrases
- gaussian process
- wind power
- wind speed
- short term prediction
- short term
- power generation
- gaussian processes
- forecasting model
- neuro fuzzy
- regression model
- power plant
- model selection
- hyperparameters
- latent variables
- wind turbine
- bayesian framework
- power system
- electricity markets
- semi supervised
- long term
- neural network
- non stationary
- support vector regression
- probabilistic model
- generative model
- machine learning
- feature selection
- state space
- maximum likelihood
- autoregressive
- cross validation
- noise level
- bp neural network
- prediction model
- sample size