Ruyi Huang - School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China | 人才画像 - AMiner

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个人简介

I'm focusing on the aritifical intelligent methods, such as the deep and transfer leraning, for the intelligent fault diagnosis and prognostics of industrial equipment, especially for the compound fault diagnosis.

研究兴趣

论文共 102 篇作者统计合作学者相似作者

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Virtual-real Twin Data Powered Deep Adaptive Detection Method for Corrosion Damage in Cable Aluminum Sheath Structure Using Helical Guided Waves

Bin Zhang, Zewen Luo,Xiaobin Hong, Zhuyun Chen,Ruyi Huang

Engineering Structures (2025): 120195

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Tandem Metabolic Reaction-Based Sensors Unlock in Vivo Metabolomics

Xuanbing Cheng, Zongqi Li,Jialun Zhu, Jingyu Wang,Ruyi Huang, Lewis W Yu, Shuyu Lin, Sarah Forman, Evelina Gromilina, Sameera Puri, Pritesh Patel, Mohammadreza Bahramian, Jiawei Tan,Hannaneh Hojaiji,David Jelinek, Laurent Voisin,Kristie B Yu, Ao Zhang, Connie Ho, Lei,Hilary A Coller,Elaine Y Hsiao, Beck L Reyes, Joyce H Matsumoto, Daniel C Lu,Chong Liu, Carlos Milla,Ronald W Davis,Sam Emaminejad

Proceedings of the National Academy of Sciences of the United States of Americano. 9 (2025): e2425526122-e2425526122

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Contrastive Learning-based Feature-Consistency Distillation Network for Weak Fault Diagnosis of Harmonic Drive

Jiaxian Chen, Dongpeng Li,Ruyi Huang, Zhuyun Chen,Weihua Li

IEEE Trans Instrum Meas (2025): 1-10

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A Multi-Scale Cross-Channel Attention Network for Remaining Useful Life Prediction with Variable Sensors

Tianao Zhang,Li Jiang,Ruyi Huang,Xin Zhang

IEEE Trans Instrum Meas (2025): 1-10

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FaultGPT: Industrial Fault Diagnosis Question Answering System by Vision Language Models

Jiao Chen,Ruyi Huang, Zuohong Lv,Jianhua Tang,Weihua Li

CoRR (2025)

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A Transfer Regression Network-Based Adaptive Calibration Method for Remaining Useful Life Prediction Considering Individual Discrepancies in the Degradation Process of Machinery

Jiaxian Chen,Dongpeng Li,Ruyi Huang,Zhuyun Chen,Weihua Li

Journal of Intelligent Manufacturing（2024）

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Adversarial-Based Super Feature Reconstruction Meta-Transfer Network for Weak Feature Enhancement and Fault Diagnosis of Harmonic Drive

Jiaxian Chen, Lilong Jing, Wenjie Lin, Shupeng Tan,Ruyi Huang,Guolin He,Weihua Li

IEEE-ASME TRANSACTIONS ON MECHATRONICS (2024)

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A Time-Series Data-Driven Method for Milling Force Prediction of Robotic Machining

Kai Wu, Yuan Lu,Ruyi Huang,Bernd Kuhlenkotter,Weihua Li

IEEE Transactions on Instrumentation and Measurementpp.1-1, (2024)

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Ring Array Scatter Feature Adaption Deep Transfer Imaging Method for Composite Plate Structure Health Monitoring Using Guided Waves

Bin Zhang,Ruyi Huang,Zewen Luo,Liuwei Huang,Xiaobin Hong,Gang Jin

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2024)

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Knowledge Embedded Autoencoder Network for Harmonic Drive Fault Diagnosis under Few-Shot Industrial Scenarios

Jiaxian Chen,Kairu Wen,Jingyan Xia,Ruyi Huang,Zhuyun Chen,Weihua Li

IEEE INTERNET OF THINGS JOURNALno. 13 (2024): 22915-22925

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