Xiwei Mi

Smart multi-step deep learning model for wind speed forecasting based on variational mode decomposition, singular spectrum analysis, LSTM network and ELM

Hui Liu, Xiwei Mi, Yanfei Li · Energy Conversion and Management · 2018 · 472 citations

Speed Forecasting, Engineering, Machine Learning +8

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

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 deep learning based multi-step forecasting model using singular spectrum analysis, convolutional Gated Recurrent Unit network and Support Vector Regression

Hui Liu, Xiwei Mi, Yanfei Li et al. · Renewable Energy · 2019 · 188 citations

Forecasting Methodology, Engineering, Machine Learning +11