Guo‐Feng Fan

Electric load forecasting by the SVR model with differential empirical mode decomposition and auto regression

Guo‐Feng Fan, Li‐Ling Peng, Wei‐Chiang Hong et al. · Neurocomputing · 2015 · 236 citations

Forecasting Methodology, Electrical Engineering, Engineering +11

Applications of random forest in multivariable response surface for short-term load forecasting

Guo‐Feng Fan, Liu-Zhen Zhang, Meng Yu et al. · International Journal of Electrical Power & Energy Systems · 2022 · 211 citations

Forecasting Methodology, Engineering, Machine Learning +12

Short term load forecasting based on phase space reconstruction algorithm and bi-square kernel regression model

Guo‐Feng Fan, Li‐Ling Peng, Wei‐Chiang Hong · Applied Energy · 2018 · 177 citations

Forecasting Methodology, Engineering, Predictive Analytics +8

Forecasting short-term electricity load using hybrid support vector regression with grey catastrophe and random forest modeling

Guo‐Feng Fan, Meng Yu, Song-Qiao Dong et al. · Utilities Policy · 2021 · 159 citations

Forecasting Methodology, Grey Catastrophe, Engineering +12

Application of the Weighted K-Nearest Neighbor Algorithm for Short-Term Load Forecasting

Guo‐Feng Fan, Yanhui Guo, Jia‐Mei Zheng et al. · Energies · 2019 · 147 citations · Full text

Search Optimization, Forecasting Methodology, Engineering +16