Comparison of new hybrid FEEMD-MLP, FEEMD-ANFIS, Wavelet Packet-MLP and Wavelet Packet-ANFIS for wind speed predictions

Article ID	Journal	Published Year	Pages	File Type
7163375	Energy Conversion and Management	2015	11 Pages	PDF

Keywords

SBM CWT MLP ANFIS ARIMA SAM RBFN EEMD OFM ANN BFGS UKF WPD WTT HWM WDF FEEMD Wind speed predictions RBF ESM EMD SVR PCA Elman neural network Genetic algorithm Wind energy PSO Particle swarm optimization Continuous wavelet transform Wavelet packet decomposition Empirical mode decomposition Fast ensemble empirical mode decomposition Ensemble Empirical mode decomposition Wavelet decomposition Principal component analysis Intrinsic mode functions Weibull distribution function auto regressive Support vector regression Adaptive neuro fuzzy inference system Radial basis function network artificial neural networks Multilayer perceptron network IMF Radial basis function Unscented Kalman filter Auto regressive integrated moving average Enn Bayesian theory Wind speed forecasting

Related Topics

Physical Sciences and Engineering Energy Energy (General)

Comparison of new hybrid FEEMD-MLP, FEEMD-ANFIS, Wavelet Packet-MLP and Wavelet Packet-ANFIS for wind speed predictions

Authors

Hui Liu, Hong-qi Tian, Yan-fei Li,