Mr. An Feng Zhu Profile

An Feng Zhu

at Hunan Univ of Science and Technology

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Publications (3)

Proceedings Article | 23 December 2022 Paper

Abnormal recognition of wind turbine generator based on SCADA data analysis using CNN and LSTM with nuclear principal component analysis

Anfeng Zhu, Qiancheng Zhao, Tianlong Yang, Ling Zhou

Proceedings Volume 12508, 125080G (2022) https://doi.org/10.1117/12.2655881

KEYWORDS: Data modeling, Principal component analysis, Wind turbine technology, Wind energy, Neural networks, Feature extraction, Data analysis, Convolution, Analytical research

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Proceedings Article | 13 November 2019 Paper

Analysis of temperature anomaly of pitch motor based on SCADA data

Lin Gui, Qiancheng Zhao, Qihui Ling, Anfeng Zhu, Xian Wang, Bing Zeng

Proceedings Volume 11343, 1134316 (2019) https://doi.org/10.1117/12.2548688

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Proceedings Article | 13 November 2019 Paper

Analysis of yaw characteristics of wind turbines in mountain wind farm based on SCADA data

Anfeng Zhu, Zhao Xiao, Qiancheng Zhao, Lingxiang Huang, Lin Gui

Proceedings Volume 11343, 1134319 (2019) https://doi.org/10.1117/12.2548698

KEYWORDS: Wind turbine technology, Bismuth, Data modeling, Wind energy, Mathematical modeling, Performance modeling, Analytical research, Complex systems, Error analysis, Data centers

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