Guifang Pan

Short-term wind speed prediction model based on GA-ANN improved by VMD

Yagang Zhang, Guifang Pan, Bing Chen et al. · Renewable Energy · 2019 · 321 citations

Meteorology, Numerical Weather Prediction, Engineering +9

A novel hybrid model based on VMD-WT and PCA-BP-RBF neural network for short-term wind speed forecasting

Yagang Zhang, Bing Chen, Guifang Pan et al. · Energy Conversion and Management · 2019 · 266 citations

Forecasting Methodology, Pca-bp-rbf Neural Network, Novel Hybrid Model +7

A multi-stage predicting methodology based on data decomposition and error correction for ultra-short-term wind energy prediction

Yagang Zhang, Jingyi Han, Guifang Pan et al. · Journal of Cleaner Production · 2021 · 108 citations

Meteorology, Engineering, Wind Power Generation +11

Wind Speed Prediction of IPSO-BP Neural Network Based on Lorenz Disturbance

Yagang Zhang, Bing Chen, Yuan Zhao et al. · IEEE Access · 2018 · 94 citations · Full text

Search Optimization, Aeroacoustics, Floating Wind Turbine +16

Short-term wind speed interval prediction based on artificial intelligence methods and error probability distribution

Yagang Zhang, Guifang Pan, Yunpeng Zhao et al. · Energy Conversion and Management · 2020 · 88 citations

Probabilistic Forecasting, Engineering, Data Science +11