Prof. Mingyue Zhou Profile

Prof. Mingyue Zhou

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Publications (2)

Proceedings Article | 16 August 2023 Paper

Data-driven fault detection for traction systems of high-speed trains based on segmental autoencoder

Haotong Lv, Mingyue Zhou

Proceedings Volume 12787, 127870Q (2023) https://doi.org/10.1117/12.3004597

KEYWORDS: Neural networks, Data modeling, Systems modeling, Complex systems, Sensors, Machine learning, Safety, Reliability

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Proceedings Article | 10 August 2023 Paper

Broad learning and convolutional neural network aided principal component analysis for detecting faults in high-speed trains

Mingyue Zhou, Hongyang Zhao, Chao Cheng

Proceedings Volume 12759, 127592T (2023) https://doi.org/10.1117/12.2686568

KEYWORDS: Principal component analysis, Neural networks, Convolutional neural networks, Detection and tracking algorithms, Mathematical modeling, Sensors, Data processing, Control systems, Data modeling

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