Yuan Zhao

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 new prediction method based on VMD-PRBF-ARMA-E model considering wind speed characteristic

Yagang Zhang, Yuan Zhao, Chunhui Kong et al. · Energy Conversion and Management · 2019 · 210 citations

Numerical Weather Prediction, Engineering, Wind Power Generation +11

Grid search with a weighted error function: Hyper-parameter optimization for financial time series forecasting

Yuan Zhao, Weiguo Zhang, Xiufeng Liu · Applied Soft Computing · 2024 · 105 citations · Full text

Mathematical Programming, Forecasting Methodology, Engineering +21

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