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Open-Set Classification for Signal Diagnosis of Machinery Sensor in Industrial Environment

Autor: Jianming Chen, Guangjin Wang, Jiancheng Lv, Zhenan He, Taibo Yang, Chenwei Tang

Publikováno v: IEEE Transactions on Industrial Informatics. 19:2574-2584

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b51ac2e22522a084951d30a236a21b3b
https://doi.org/10.1109/tii.2022.3169459

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A Data File Encoding Method Applicable to Condition Monitoring System of Nuclear Power Plant

Autor: Shujian Li, Tianfeng Pang, Taibo Yang

Publikováno v: 2023 8th Asia Conference on Power and Electrical Engineering (ACPEE).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3b972987b13fac0d187b23872fc1991a
https://doi.org/10.1109/acpee56931.2023.10135741

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Research on Self-iterative Method of Vibration Signal Classification Model Based on Incremental Learning of Critical Equipment in Nuclear Power Plant

Autor: Tianfeng Pang, Shujian Li, Taibo Yang

Publikováno v: 2023 8th Asia Conference on Power and Electrical Engineering (ACPEE).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::71d565d054ca96455a0c794ee3d814df
https://doi.org/10.1109/acpee56931.2023.10135638

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Compression of deep neural networks: bridging the gap between conventional-based pruning and evolutionary approach

Autor: Yidan Zhang, Guangjin Wang, Taibo Yang, Tianfeng Pang, Zhenan He, Jiancheng Lv

Publikováno v: Neural Computing and Applications. 34:16493-16514

Recently, many studies have been carried out on model compression to handle the high computational cost and high memory footprint brought by the implementation of deep neural networks. In this paper, model compression of convolutional neural networks

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1631126c7dd21d7aee0ec113930d0c54
https://doi.org/10.1007/s00521-022-07161-0

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Discovering the causes for the change of the vibration characteristics of the core support barrel in PWR nuclear power plants: A combined investigation based on ex-core neutron noise analysis and numerical modal analysis

Autor: Jiaxin Liu, Deping Yu, Taibo Yang, Caixue Liu, Guangjin Wang, Xiaoming Liu

Publikováno v: Reliability Engineering & System Safety. 234:109190

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3f6959e8b738f1b97df388a5d98bc14a
https://doi.org/10.1016/j.ress.2023.109190

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An adaptive Kriging-based structural reliability analysis method combing dichotomy and improved convergence criterion

Autor: Chengning Zhou, Caixue Liu, Taibo Yang, Pan He, Cuiyun Peng, Na Zhe

Publikováno v: Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. :1748006X2211193

Traditionally, analysis requires very large number of calculations; some engineering applications in particular require time-consuming numerical efforts. Classical reliability analysis methods with combinations of surrogate models can relieve the com

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a1b4ed0d6a585dd24b0cbba2e124413c
https://doi.org/10.1177/1748006x221119307

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