Mingheng Chang

Short-term wind speed forecasting using recurrent neural networks with error correction

Jikai Duan, Hongchao Zuo, Yulong Bai et al. · Energy · 2020 · 227 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +8

A combined short-term wind speed forecasting model based on CNN–RNN and linear regression optimization considering error

Jikai Duan, Mingheng Chang, Xiangyue Chen et al. · Renewable Energy · 2022 · 118 citations

Meteorology, Engineering, Wind Power Generation +6

A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results

Jikai Duan, Hongchao Zuo, Yulong Bai et al. · Energy · 2023 · 37 citations

Intelligent Forecasting, Forecasting Methodology, Engineering +11