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S

Shihao Song

Guangdong University of Technology

5H-index
17Paper Count
443Citation Count
Published Papers 10
Publication Date
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A Practical Few-Shot Wind Power Prediction Method for Extreme Cold Waves: Integrating Improved ITimeGAN, De-Stationary Attention, and SHAP Interpretability
errEnergy
IF9.4
err2026-03-18
err0
PREAI
errBaiping Yan; Jiajun Lu; Shuxuan Chen; Xiaoming Liu; Shihao Song; Liexi Xiao; Haitao Zhang; Hao Yin; Dongliang Xiao; Jianqiang Luo; Anbo Meng
errShare
errSave
Offshore Wind Farm Cluster Power Forecasting: An ASTGCN Framework with Dual-Layer Co-Evolution of Loss Function and Graph Construction Method
errEnergy
IF9.4
err2026-02-09
err0
PREAI
errLiexi Xiao; Anbo Meng; Qi Zhang; Shihao Song; Hao Yin; Jianqiang Luo
errShare
errSave
Dynamic graph convolutional network considering wind speed delay and two-stage transfer learning applied to few-shot wind power prediction
errEnergy
IF9.4
err2025-12-18
err0
PREAI
errShihao Song; Anbo Meng; Zhenglin Tan; Jiajun Lu; Liexi Xiao; Hao Yin; Jianqiang Luo
errShare
errSave
Power prediction methods for offshore wind farm clusters: interpretable ASTGCN based on wind speed delay perception and spatial feature fusion
errEnergy
IF9.4
err2025-11-25
err0
PREAI
errLiexi Xiao; Yu Wang; Anbo Meng; Zhenglin Tan; Shuxuan Chen; Shihao Song; Hao Yin; Jianqiang Luo
errShare
errSave
CS-SMOTE: An Improved Oversampling Method Combining SMOTE Method and Symmetrical Cube Scoring Mechanism
errSYMMETRY-BASEL
IF2.2
err2025-11-12
err0
PREAI
errSong, Shihao; Yang, Sibo; Sun, Mengqi
errShare
errSave
Research and application of a novel graph convolutional RVFL and evolutionary equilibrium optimizer algorithm considering spatial factors in ultra-short-term solar power prediction
errENERGY
IF9.4
err2024-11-01
err2
PREAI
errPeng, Tian; Song, Shihao; Suo, Leiming; Wang, Yuhan; Nazir, Muhammad Shahzad; Zhang, Chu
errShare
errSave
Enhancing short-term wind speed prediction based on an outlier-robust ensemble deep random vector functional link network with AOA-optimized VMD
errENERGY
IF9.4
err2024-06-01
err12
PREAI
errZhang, Chu; Li, Zhengbo; Ge, Yida; Liu, Qianlong; Suo, Leiming; Song, Shihao; Peng, Tian
errShare
errSave
Hybrid solar radiation forecasting model with temporal convolutional network using data decomposition and improved artificial ecosystem-based optimization algorithm
errENERGY
IF9.4
err2023-10-01
err16
PREAI
errWang, Yuhan; Zhang, Chu; Fu, Yongyan; Suo, Leiming; Song, Shihao; Peng, Tian; Nazir, Muhammad Shahzad
errShare
errSave
Wind speed prediction by a swarm intelligence based deep learning model via signal decomposition and parameter optimization using improved chimp optimization algorithm
errENERGY
IF9.4
err2023-08-01
err50
PREAI
errSuo, Leiming; Peng, Tian; Song, Shihao; Zhang, Chu; Wang, Yuhan; Fu, Yongyan; Nazir, Muhammad Shahzad
errShare
errSave
A dual-scale deep learning model based on ELM-BiLSTM and improved reptile search algorithm for wind power prediction
errENERGY
IF9.4
err2023-03-01
err106
PREAI
errXiong, Jinlin; Peng, Tian; Tao, Zihan; Zhang, Chu; Song, Shihao; Nazir, Muhammad Shahzad
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
H
Hai‐Tao Zhang
H-index: 50 · Papers: 668
P
Peng Tian
H-index: 45 · Papers: 199
M
Muhammad Shahzad Nazir
H-index: 40 · Papers: 143
H
Hao Yin
H-index: 40 · Papers: 166
C
Chu Zhang
H-index: 40 · Papers: 229
View more