Yagang Zhang

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

Fundamentals and business model for resource aggregator of demand response in electricity markets

Xiaoxing Lu, Kangping Li, Hanchen Xu et al. · Energy · 2020 · 278 citations

Power Market, Business Model, Engineering +8

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

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