Dongzhen Xiong

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

A Hybrid Model Based on Multi-Stage Principal Component Extraction, GRU Network and KELM for Multi-Step Short-Term Wind Speed Forecasting

Feng Zou, Wenlong Fu, Ping Fang et al. · IEEE Access · 2020 · 29 citations · Full text

Forecasting Methodology, Engineering, Hybrid Model +18