Short-time wind speed prediction based on Legendre multi-wavelet neural network.
Xiaoyang ZhengDongqing JiaZhihan LvChengyou LuoJunli ZhaoZeyu YePublished in: CAAI Trans. Intell. Technol. (2023)
Keyphrases
- wind speed
- wavelet neural network
- meteorological data
- prediction model
- relative humidity
- short term prediction
- short term
- load forecasting
- prediction accuracy
- wavelet analysis
- learning rate
- wind turbine
- particle swarm optimization algorithm
- convergence rate
- bp neural network
- support vector regression
- neural network
- regression model
- activation function
- evolutionary algorithm
- generalization ability
- function approximation
- training algorithm
- feed forward neural networks
- chaotic systems
- rough sets
- fuzzy logic
- artificial neural networks
- weather data
- decision making
- genetic algorithm
- machine learning