Suhui Deng

An ensemble framework for short-term load forecasting based on parallel CNN and GRU with improved ResNet

Heng Hua, Mingping Liu, Yuqin Li et al. · Electric Power Systems Research · 2022 · 77 citations

Computing, Data Science, Forecasting +14

An Ensemble Framework for Short-Term Load Forecasting Based on TimesNet and TCN

Chuanhui Zuo, Jialong Wang, Mingping Liu et al. · Energies · 2023 · 50 citations · Full text

Computing, Data Science, Energy Systems +16

Short-Term Load Forecasting Using EMD with Feature Selection and TCN-Based Deep Learning Model

Mingping Liu, Xihao Sun, Qingnian Wang et al. · Energies · 2022 · 39 citations · Full text

Computing, Data Science, Forecasting +16

Short-Term Load Forecasting Based on VMD and Deep TCN-Based Hybrid Model with Self-Attention Mechanism

Qingliang Xiong, Mingping Liu, Yuqin Li et al. · Applied Sciences · 2023 · 22 citations · Full text

Computing, Data Science, Forecasting +16

TDCN: A novel temporal depthwise convolutional network for short-term load forecasting

Mingping Liu, Yuxin Xia, Suhui Deng et al. · International Journal of Electrical Power & Energy Systems · 2025 · 22 citations · Full text

Computing, Data Science, Forecasting +16