A Multimodal Feature Fusion-Based Deep Learning Method for Online Fault Diagnosis of Rotating Machinery
Zhou, Funa, Hu, Po, Yang, Shuai, Wen, Chenglin
Published in Sensors (Basel, Switzerland) (18.10.2018)
Published in Sensors (Basel, Switzerland) (18.10.2018)
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Journal Article
Federated Learning Based Fault Diagnosis Driven by Intra-Client Imbalance Degree
Zhou, Funa, Yang, Yi, Wang, Chaoge, Hu, Xiong
Published in Entropy (Basel, Switzerland) (03.04.2023)
Published in Entropy (Basel, Switzerland) (03.04.2023)
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Journal Article
Trend Feature Consistency Guided Deep Learning Method for Minor Fault Diagnosis
Jia, Pengpeng, Wang, Chaoge, Zhou, Funa, Hu, Xiong
Published in Entropy (Basel, Switzerland) (28.01.2023)
Published in Entropy (Basel, Switzerland) (28.01.2023)
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Journal Article
An active federated method driven by inter-client informativeness variability of labeled data
Zhou, Funa, Wang, Chang, Hu, Xiong, Wang, Chaoge, Wang, Tianzhen
Published in Signal, image and video processing (01.11.2023)
Published in Signal, image and video processing (01.11.2023)
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Journal Article
Macro- and micro-spacetime feature-preference gated recurrent unit for remaining useful life prediction of electric motor in multiple working conditions
Sun, Jiechen, Zhou, Funa, Hu, Xiong, Wang, Chaoge, Wang, Tianzhen
Published in Signal, image and video processing (2024)
Published in Signal, image and video processing (2024)
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Journal Article
A sparse denoising deep neural network for improving fault diagnosis performance
Zhou, Funa, Sun, Tong, Hu, Xiong, Wang, Tianzhen, Wen, Chenglin
Published in Signal, image and video processing (01.11.2021)
Published in Signal, image and video processing (01.11.2021)
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Journal Article
Dynamic Semi-Supervised Federated Learning Fault Diagnosis Method Based on an Attention Mechanism
Liu, Shun, Zhou, Funa, Tang, Shanjie, Hu, Xiong, Wang, Chaoge, Wang, Tianzhen
Published in Entropy (Basel, Switzerland) (01.10.2023)
Published in Entropy (Basel, Switzerland) (01.10.2023)
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Journal Article
Average Accumulative Based Time Variant Model for Early Diagnosis and Prognosis of Slowly Varying Faults
Zhou, Funa, Park, Ju H, Wen, Chenglin, Hu, Po
Published in Sensors (Basel, Switzerland) (03.06.2018)
Published in Sensors (Basel, Switzerland) (03.06.2018)
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Journal Article
A Novel Multimode Fault Classification Method Based on Deep Learning
Zhou, Funa, Wen, Chenglin, Gao, Yulin
Published in Journal of Control Science and Engineering (01.01.2017)
Published in Journal of Control Science and Engineering (01.01.2017)
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Journal Article
Multi-Scale Recursive Semi-Supervised Deep Learning Fault Diagnosis Method with Attention Gate
Tang, Shanjie, Wang, Chaoge, Zhou, Funa, Hu, Xiong, Wang, Tianzhen
Published in Machines (Basel) (01.01.2023)
Published in Machines (Basel) (01.01.2023)
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Journal Article
Robust Fusion Filtering for Multisensor Time-Varying Uncertain Systems: The Finite Horizon Case
Feng, Xiaoliang, Wen, Chenglin, Zhou, Funa
Published in Discrete Dynamics in Nature and Society (01.01.2016)
Published in Discrete Dynamics in Nature and Society (01.01.2016)
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Journal Article
DCA-Based Real-Time Residual Useful Life Prediction for Critical Faulty Component
Zhou, Funa, Gao, Yulin, Wang, Jiayu
Published in Journal of Control Science and Engineering (01.01.2017)
Published in Journal of Control Science and Engineering (01.01.2017)
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Journal Article
Deep learning fault diagnosis method based on global optimization GAN for unbalanced data
Zhou, Funa, Yang, Shuai, Fujita, Hamido, Chen, Danmin, Wen, Chenglin
Published in Knowledge-based systems (01.01.2020)
Published in Knowledge-based systems (01.01.2020)
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