A hybrid structure of an extreme learning machine combined with feature selection, signal decomposition and parameter optimization for short-term wind speed forecasting.
Sizhou SunJingqi FuFeng ZhuDajun DuPublished in: Trans. Inst. Meas. Control (2020)
Keyphrases
- short term
- wind speed
- parameter optimization
- long term
- wind power
- feature selection
- genetic algorithm ga
- short term prediction
- forecasting model
- load forecasting
- differential evolution
- parameter settings
- wind turbine
- support vector machine
- genetic algorithm
- power generation
- arima model
- machine learning
- feed forward neural networks
- artificial neural networks
- expert systems
- feature space
- training data