Yanfei Li

Smart deep learning based wind speed prediction model using wavelet packet decomposition, convolutional neural network and convolutional long short term memory network

Hui Liu, Xiwei Mi, Yanfei Li · Energy Conversion and Management · 2018 · 318 citations

Convolutional Neural Network, Engineering, Wavelet Packet Decomposition +5

Wind speed prediction model using singular spectrum analysis, empirical mode decomposition and convolutional support vector machine

Xiwei Mi, Hui Liu, Yanfei Li · Energy Conversion and Management · 2018 · 253 citations

Support Vector Machine, Engineering, Wind Power Generation +9

Smart wind speed forecasting using EWT decomposition, GWO evolutionary optimization, RELM learning and IEWT reconstruction

Hui Liu, Haiping Wu, Yanfei Li · Energy Conversion and Management · 2018 · 116 citations

Speed Forecasting, Engineering, Wind Power Generation +9

An intelligent hybrid model for air pollutant concentrations forecasting: Case of Beijing in China

Hui Liu, Haiping Wu, Xinwei Lv et al. · Sustainable Cities and Society · 2019 · 83 citations

Intelligent Hybrid Model, Pollution Detection, Environmental Monitoring +8

A novel ensemble model of different mother wavelets for wind speed multi-step forecasting

Hui Liu, Zhu Duan, Yanfei Li et al. · Applied Energy · 2018 · 71 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +10