Mr. Shumin Sun Profile

Shumin Sun

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Publications (2)

Proceedings Article | 5 June 2024 Paper

Ultrashort-term power prediction researched by LSTM memory neural networks based on partial least squares dimensionality reduction

Shibo Wang, Nan Wang, Yifei Guan, Shumin Sun, Guangqi Zhou, Yiyuan Liu, Chenglong Wang

Proceedings Volume 13163, 1316354 (2024) https://doi.org/10.1117/12.3030272

KEYWORDS: Photovoltaics, Data modeling, Neural networks, Genetic algorithms, Meteorology, Solar cells, Modeling, Matrices, Education and training, Atmospheric modeling

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Proceedings Article | 18 July 2023 Paper

Optimal configuration of multi energy flow system of electric heating and cooling air considering source load uncertainty

Jiawei Xing, Shumin Sun, Peng Yu, Yan Cheng, Yong Li, Shibai Wang, Yuejiao Wang, Sun Li, Di Wang, Qian Ai

Proceedings Volume 12722, 127220W (2023) https://doi.org/10.1117/12.2679572

KEYWORDS: Solar energy, Wind energy, Mathematical optimization, Photovoltaics, Information theory, Systems modeling, Instrument modeling, System integration, Modeling, Matrices

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