Wind speed forecast based on combined theory, multi-objective optimisation, and sub-model selection.
Tonglin FuShenghui ZhangPublished in: Soft Comput. (2022)
Keyphrases
- model selection
- wind speed
- wind power
- short term
- cross validation
- multi objective optimisation
- hyperparameters
- regression model
- meteorological data
- parameter estimation
- bayesian learning
- mixture model
- sample size
- machine learning
- model selection criteria
- gaussian process
- marginal likelihood
- long term
- multi objective
- selection criterion
- statistical inference
- feature selection
- wind turbine
- variable selection
- information criterion
- forecasting model
- data mining
- bayesian information criterion
- neuro fuzzy
- parameter determination
- relative humidity
- automatic model selection