Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm.
Zhenkun LiuPing JiangJianzhou WangLifang ZhangPublished in: Expert Syst. Appl. (2021)
Keyphrases
- short term
- optimization algorithm
- model selection
- multi objective
- wind speed
- long term
- wind power
- cross validation
- forecasting model
- evolutionary algorithm
- multi objective optimization
- load forecasting
- hyperparameters
- optimization method
- meteorological data
- short term prediction
- stock market
- particle swarm optimization
- short term and long term
- feature selection
- parameter estimation
- medium term
- arima model
- genetic algorithm
- regression model
- multiobjective optimization
- differential evolution
- objective function
- selection criterion
- machine learning
- model selection criteria
- information criterion
- nsga ii
- control system
- neural network
- learning algorithm
- hybrid model
- optimal solution
- variable selection
- artificial neural networks
- bp neural network