Ziyu Sheng

Residual LSTM based short-term load forecasting

Ziyu Sheng, Zeyu An, Huiwei Wang et al. · Applied Soft Computing · 2023 · 74 citations

Computing, Data Science, Forecasting +12

Convolutional residual network to short-term load forecasting

Ziyu Sheng, Huiwei Wang, Guo Chen et al. · Applied Intelligence · 2020 · 63 citations

Computing, Data Science, Forecasting +13

A Survey on Data-Driven Runoff Forecasting Models Based on Neural Networks

Ziyu Sheng, Shiping Wen, Zhong-kai Feng et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 2023 · 44 citations

Natural Resources, Hydrology, Water Resources Management +14

Multi-lead-time short-term runoff forecasting based on Ensemble Attention Temporal Convolutional Network

Chunxiao Zhang, Ziyu Sheng, Chunlei Zhang et al. · Expert Systems with Applications · 2023 · 31 citations

Natural Resources, Hydrology, Meteorology +14

A Novel Residual Gated Recurrent Unit Framework for Runoff Forecasting

Ziyu Sheng, Shiping Wen, Zhong-kai Feng et al. · IEEE Internet of Things Journal · 2023 · 27 citations

Natural Resources, Computer Science, Hydrology +17