Mr. Zhukui Tan Profile

Zhukui Tan

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Publications (3)

Proceedings Article | 13 May 2024 Paper

Real-time load monitoring of air conditioning based on electrical characteristics and twin-tower neural network

Junwei Zhang, Zhukui Tan, Bin Liu

Proceedings Volume 13159, 131593H (2024) https://doi.org/10.1117/12.3024390

KEYWORDS: Neural networks, Data modeling, Artificial neural networks, Power grids, Power consumption, Modal decomposition, Mathematical optimization, Machine learning, Education and training

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Proceedings Article | 10 August 2023 Paper

Sequence-to-subsequence learning with 1D-CNN for behind-the-meter solar generation disaggregation

Zhukui Tan, Ming Zeng, Bin Liu, Shengyong Feng, Qingquan Luo

Proceedings Volume 12748, 127482E (2023) https://doi.org/10.1117/12.2689556

KEYWORDS: Photovoltaics, Data modeling, Machine learning

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Proceedings Article | 8 March 2023 Paper

Meta-learning-based few-shot identification for novel loads

Bin Liu, Zhukui Tan, Zhongxiao Cong, Yong Zhu, Jin Li

Proceedings Volume 12586, 1258618 (2023) https://doi.org/10.1117/12.2670309

KEYWORDS: Machine learning, Data modeling, Feature extraction, Statistical modeling, Power grids, Deep learning, Matrices, Power consumption

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