Ms. Li Sun Profile

Li Sun

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Publications (3)

Proceedings Article | 23 May 2023 Paper

Short-term power load forecasting based on TimeGAN-LSTM

Duanxu Liu, Bin Wu, Li Sun

Proceedings Volume 12645, 1264538 (2023) https://doi.org/10.1117/12.2681167

KEYWORDS: Data modeling, Education and training, Statistical modeling, Mathematical optimization, Engineering, Process modeling, Machine learning, Statistical analysis, Power grids, Lithium

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Proceedings Article | 23 November 2022 Paper

Fault diagnosis of CNN-based AC transmission lines

Yike Wang, Bin Wu, Li Sun

Proceedings Volume 12302, 1230204 (2022) https://doi.org/10.1117/12.2645440

KEYWORDS: Convolution, Convolutional neural networks, Neural networks, Data modeling, Feature extraction, Diagnostics, Reliability

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Proceedings Article | 14 October 2021 Paper

Gearbox fault diagnosis based on deep convolution generative adversarial network

Yiqiang Jiang, Chen He, Li Sun, Bin Wu

Proceedings Volume 11930, 119303S (2021) https://doi.org/10.1117/12.2611132

KEYWORDS: Data modeling, Convolution, Statistical modeling, Teeth, Signal processing, 3D modeling, Data conversion, Convolutional neural networks, Neural networks, Gallium nitride

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