Short-term wind speed prediction: Hybrid of ensemble empirical mode decomposition, feature selection and error correction

Article ID	Journal	Published Year	Pages	File Type
5012671	Energy Conversion and Management	2017	11 Pages	PDF

Keywords

ACF FEEMD FARIMA MEMD RBFNN WPD KLD KDE PACF EEMD SSA ARIMA ANFIS GSA MLP RMSE ANN EMD CDF ARMA ELM Gravitational search algorithm Feature selection Kernel density estimation MAE Particle swarm optimization PSO Cumulative Distribution Function partial autocorrelation function Probability density function Wavelet packet decomposition Empirical mode decomposition Multivariate empirical mode decomposition Fast ensemble empirical mode decomposition Ensemble Empirical mode decomposition Wavelet decomposition Singular spectrum analysis error correction least squares support vector machine Extreme learning machine Kullback-Leibler Divergence Root mean square error Adaptive Network-based Fuzzy Inference System Radial basis function neural network artificial neural networks IMF Autocorrelation function intrinsic mode function LSSVM SVM Support vector machine Mean Absolute Error Auto-regressive moving average Auto-regressive integrated moving average Pdf Wind speed prediction Multi Layer Perceptron Kolmogorov-Smirnov GARCH

Related Topics

Physical Sciences and Engineering Energy Energy (General)

Short-term wind speed prediction: Hybrid of ensemble empirical mode decomposition, feature selection and error correction

Authors

Yan Jiang, Guoqing Huang,