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 · 239 citations

Computing, Data Science, Electrical Engineering +13

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 · 224 citations

Computing, Earth Sciences, Forecasting +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 · 179 citations

Computing, Data Science, Forecasting +14

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 · 165 citations

Computing, Data Science, Decision Sciences +16

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 · 150 citations · Full text

Computing, Data Science, Electrical Engineering +17