Wind speed forecasting based on model selection, fuzzy cluster, and multi-objective algorithm and wind energy simulation by Betz's theory.
Shenghui ZhangChen WangPeng LiaoLing XiaoTonglin FuPublished in: Expert Syst. Appl. (2022)
Keyphrases
- model selection
- multi objective
- optimization algorithm
- learning algorithm
- cross validation
- particle swarm optimization
- genetic algorithm
- hyperparameters
- parameter estimation
- expectation maximization
- fuzzy logic
- wind farm
- selection criterion
- variable selection
- k means
- evolutionary algorithm
- probabilistic model
- regression model
- artificial neural networks
- decision making
- artificial intelligence
- machine learning
- wind speed
- information criterion
- data mining