Ping Fang

A hybrid approach for multi-step wind speed forecasting based on two-layer decomposition, improved hybrid DE-HHO optimization and KELM

Wenlong Fu, Kai Zhang, Kai Wang et al. · Renewable Energy · 2020 · 98 citations

Numerical Weather Prediction, Engineering, Energy Management +11

A compound framework for wind speed forecasting based on comprehensive feature selection, quantile regression incorporated into convolutional simplified long short-term memory network and residual error correction

Kai Wang, Wenlong Fu, Tie Chen et al. · Energy Conversion and Management · 2020 · 64 citations

Meteorology, Forecasting Methodology, Engineering +11

A compositive architecture coupling outlier correction, EWT, nonlinear Volterra multi-model fusion with multi-objective optimization for short-term wind speed forecasting

Ping Fang, Wenlong Fu, Kai Wang et al. · Applied Energy · 2021 · 64 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +11

A blended approach incorporating TVFEMD, PSR, NNCT-based multi-model fusion and hierarchy-based merged optimization algorithm for multi-step wind speed prediction

Dongzhen Xiong, Wenlong Fu, Kai Wang et al. · Energy Conversion and Management · 2021 · 56 citations

Numerical Weather Prediction, Engineering, Wind Power Generation +8

Multi-step ahead short-term wind speed forecasting approach coupling variational mode decomposition, improved beetle antennae search algorithm-based synchronous optimization and Volterra series model

Wenlong Fu, Ping Fang, Kai Wang et al. · Renewable Energy · 2021 · 56 citations

Numerical Analysis, Forecasting Methodology, Engineering +5