Yan-fei Li

Wind speed forecasting method based on deep learning strategy using empirical wavelet transform, long short term memory neural network and Elman neural network

Hui Liu, Xiwei Mi, Yan-fei Li · Energy Conversion and Management · 2017 · 459 citations

Forecasting Methodology, Engineering, Empirical Wavelet Transform +8

Wind speed forecasting approach using secondary decomposition algorithm and Elman neural networks

Hui Liu, Hong-qi Tian, Xifeng Liang et al. · Applied Energy · 2015 · 288 citations

Meteorology, Forecasting Methodology, Elman Neural Networks +10

A hybrid statistical method to predict wind speed and wind power

Hui Liu, Hong-qi Tian, Chao Chen et al. · Renewable Energy · 2010 · 255 citations

Engineering, Wind Power Generation, Hybrid Statistical Method +6

Comparison of four Adaboost algorithm based artificial neural networks in wind speed predictions

Hui Liu, Hong-qi Tian, Yan-fei Li et al. · Energy Conversion and Management · 2015 · 194 citations

Search Optimization, Meteorology, Numerical Weather Prediction +11

Four wind speed multi-step forecasting models using extreme learning machines and signal decomposing algorithms

Hui Liu, Hong-qi Tian, Yan-fei Li · Energy Conversion and Management · 2015 · 136 citations

Forecasting Methodology, Engineering, Machine Learning +9