Wind power prediction based on variational mode decomposition multi-frequency combinations

Combined VMD-SVM based feature selection method for classification of power quality events

(2016) Ali Akbar Abdoos et al.   APPLIED SOFT COMPUTING

Deterministic and probabilistic interval prediction for short-term wind power generation based on variational mode decomposition and machine learning methods

(2016) Yachao Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Using artificial neural networks for temporal and spatial wind speed forecasting in Iran

(2016) Younes Noorollahi et al.   ENERGY CONVERSION AND MANAGEMENT

Wind speed forecasting based on wavelet packet decomposition and artificial neural networks trained by crisscross optimization algorithm

(2016) Anbo Meng et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term wind speed and power forecasting using an ensemble of mixture density neural networks

(2016) Zhongxian Men et al.   RENEWABLE ENERGY

Time series prediction using artificial wavelet neural network and multi-resolution analysis: Application to wind speed data

(2016) Boubacar Doucoure et al.   RENEWABLE ENERGY

A multiobjective framework for wind speed prediction interval forecasts

(2016) Nitin Anand Shrivastava et al.   RENEWABLE ENERGY

Research and Application Based on Adaptive Boosting Strategy and Modified CGFPA Algorithm: A Case Study for Wind Speed Forecasting

(2016) Jiani Heng et al.   Sustainability

Short-term wind speed prediction using empirical wavelet transform and Gaussian process regression

(2015) Jianming Hu et al.   ENERGY

A hybrid technique for short-term wind speed prediction

(2015) Jianming Hu et al.   ENERGY

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Short-Term Wind Power Ensemble Prediction Based on Gaussian Processes and Neural Networks

(2013) Duehee Lee et al.   IEEE Transactions on Smart Grid

Wind speed and wind energy forecast through Kalman filtering of Numerical Weather Prediction model output

(2012) Federico Cassola et al.   APPLIED ENERGY

Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model

(2011) Zhenhai Guo et al.   RENEWABLE ENERGY

Comprehensive evaluation of ARMA–GARCH(-M) approaches for modeling the mean and volatility of wind speed

(2010) Heping Liu et al.   APPLIED ENERGY