Wind farm power prediction based on wavelet decomposition and chaotic time series.
Xueli AnDongxiang JiangChao LiuMinghao ZhaoPublished in: Expert Syst. Appl. (2011)
Keyphrases
- chaotic time series
- wavelet decomposition
- short term
- wind farm
- wind power
- multiresolution
- mackey glass
- phase space
- wavelet transform
- multiscale
- neural network
- subband
- recurrent neural networks
- wind turbine
- long term
- rbf network
- wind speed
- wavelet domain
- power generation
- high frequency
- feature vectors
- dynamic behavior
- chaotic systems
- wavelet coefficients
- back propagation neural network
- load forecasting
- sar images
- feed forward neural networks
- function approximation
- forecasting model
- prediction model
- artificial neural networks
- electricity markets
- genetic algorithm