Ruyi Huang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 30

Top Topics

Rotating Machinery

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

Adv. Eng. Informatics

Reliab. Eng. Syst. Saf.

Publications

Hao Lan, Shuhan Deng, Ruyi Huang, Zhuyun Chen, Weihua Li
An Interpretable Fault Diagnosis Framework based on Capsule Network with Statistical Features. I2MTC (2024)
Gang Chen, Junlin Yuan, Yiyue Zhang, Hanyue Zhu, Ruyi Huang, Fengtao Wang, Weihua Li
Enhancing Reliability Through Interpretability: A Comprehensive Survey of Interpretable Intelligent Fault Diagnosis in Rotating Machinery. IEEE Access 12 (2024)
Jiaxian Chen, Kairu Wen, Jingyan Xia, Ruyi Huang, Zhuyun Chen, Weihua Li
Knowledge Embedded Autoencoder Network for Harmonic Drive Fault Diagnosis Under Few-Shot Industrial Scenarios. IEEE Internet Things J. 11 (13) (2024)
Kai Wu, Yuan Lu, Ruyi Huang, Bernd Kuhlenkötter, Weihua Li
A Time-Series Data-Driven Method for Milling Force Prediction of Robotic Machining. IEEE Trans. Instrum. Meas. 73 (2024)
Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li
Multi-Scale Dilated Convolutional Auto-Encoder Network for Weak Feature Extraction and Health Condition Detection. I2MTC (2024)
Jingyan Xia, Zhuyun Chen, Jiaxian Chen, Guolin He, Ruyi Huang, Weihua Li
A digital twin-driven approach for partial domain fault diagnosis of rotating machinery. Eng. Appl. Artif. Intell. 131 (2024)
Kairu Wen, Ruyi Huang, Dongpeng Li, Zhuyun Chen, Weihua Li
Gradient-Based Interpretable Graph Convolutional Network for Bearing Fault Diagnosis. I2MTC (2023)
Ke Yue, Jipu Li, Junbin Chen, Ruyi Huang, Weihua Li
Multiscale Wavelet Prototypical Network for Cross-Component Few-Shot Intelligent Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Jingkang Liang, Zhuyun Chen, Junbin Chen, Jipu Li, Ruyi Huang, Weihua Li
Resource-Efficient Network for Intelligent Fault Diagnosis Using Tree-Structured Parzen Estimator. ICSRS (2023)
Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li
Aero-engine remaining useful life prediction method with self-adaptive multimodal data fusion and cluster-ensemble transfer regression. Reliab. Eng. Syst. Saf. 234 (2023)
Jipu Li, Ruyi Huang, Zhuyun Chen, Guolin He, Konstantinos C. Gryllias, Weihua Li
Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions. Adv. Eng. Informatics 55 (2023)
Weihua Li, Jingke He, Huibin Lin, Ruyi Huang, Guolin He, Zhuyun Chen
A LightGBM-Based Multiscale Weighted Ensemble Model for Few-Shot Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Ke Yue, Jipu Li, Zhuyun Chen, Ruyi Huang, Weihua Li
Multiple Source-Free Domain Adaptation Network Based on Knowledge Distillation for Machinery Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Shaowu Zheng, Chong Xie, Ruyi Huang, Shanhu Yu, Ming Ye, Weihua Li
V2X-Based Cooperative Positioning for Connected Vehicles in GNSS- Denied Environments. ITSC (2023)
Jingyan Xia, Ruyi Huang, Zhuyun Chen, Guolin He, Weihua Li
A novel digital twin-driven approach based on physical-virtual data fusion for gearbox fault diagnosis. Reliab. Eng. Syst. Saf. 240 (2023)
Zhuyun Chen, Jingyan Xia, Jipu Li, Junbin Chen, Ruyi Huang, Gang Jin, Weihua Li
Generalized open-set domain adaptation in mechanical fault diagnosis using multiple metric weighting learning network. Adv. Eng. Informatics 57 (2023)
Weihua Li, Hao Lan, Junbin Chen, Ke Feng, Ruyi Huang
WavCapsNet: An Interpretable Intelligent Compound Fault Diagnosis Method by Backward Tracking. IEEE Trans. Instrum. Meas. 72 (2023)
Zhuyun Chen, Yixiao Liao, Jipu Li, Ruyi Huang, Lei Xu, Gang Jin, Weihua Li
A Multi-Source Weighted Deep Transfer Network for Open-Set Fault Diagnosis of Rotary Machinery. IEEE Trans. Cybern. 53 (3) (2023)
Jipu Li, Ruyi Huang, Junbin Chen, Jingyan Xia, Zhuyun Chen, Weihua Li
Deep Self-Supervised Domain Adaptation Network for Fault Diagnosis of Rotating Machine With Unlabeled Data. IEEE Trans. Instrum. Meas. 71 (2022)
Junbin Chen, Jipu Li, Ruyi Huang, Ke Yue, Zhuyun Chen, Weihua Li
Federated Transfer Learning for Bearing Fault Diagnosis With Discrepancy-Based Weighted Federated Averaging. IEEE Trans. Instrum. Meas. 71 (2022)
Junbin Chen, Ruyi Huang, Kun Zhao, Wei Wang, Longcan Liu, Weihua Li
Multiscale Convolutional Neural Network With Feature Alignment for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70 (2021)
Ruyi Huang, Jipu Li, Yixiao Liao, Junbin Chen, Zhen Wang, Weihua Li
Deep Adversarial Capsule Network for Compound Fault Diagnosis of Machinery Toward Multidomain Generalization Task. IEEE Trans. Instrum. Meas. 70 (2021)
Jipu Li, Ruyi Huang, Jingyan Xia, Zhuyun Chen, Weihua Li
A Global-Local Dynamic Adversarial Network for Intelligent Fault Diagnosis of Spindle Bearing. I2MTC (2021)
Yixiao Liao, Ruyi Huang, Jipu Li, Zhuyun Chen, Weihua Li
Deep Semisupervised Domain Generalization Network for Rotary Machinery Fault Diagnosis Under Variable Speed. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Ruyi Huang, Jipu Li, Shuhua Wang, Guanghui Li, Weihua Li
A Robust Weight-Shared Capsule Network for Intelligent Machinery Fault Diagnosis. IEEE Trans. Ind. Informatics 16 (10) (2020)
Ruyi Huang, Zhen Wang, Jipu Li, Junbin Chen, Weihua Li
A Transferable Capsule Network for Decoupling Compound Fault of Machinery. I2MTC (2020)
Ruyi Huang, Jipu Li, Weihua Li, Lingli Cui
Deep Ensemble Capsule Network for Intelligent Compound Fault Diagnosis Using Multisensory Data. IEEE Trans. Instrum. Meas. 69 (5) (2020)
Ruyi Huang, Weihua Li, Lingli Cui
An Intelligent Compound Fault Diagnosis Method Using One-Dimensional Deep Convolutional Neural Network With Multi-Label Classifier. I2MTC (2019)
Ruyi Huang, Yixiao Liao, Shaohui Zhang, Weihua Li
Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis. IEEE Access 7 (2019)
Mohammad Kachuee, Lisa D. Moore, Tali Homsey, Hamidreza Ghasemi Damavandi, Babak Moatamed, Anahita Hosseini, Ruyi Huang, James Leiter, Daniel C. Lu, Majid Sarrafzadeh
An Active Learning Based Prediction of Epidural Stimulation Outcome in Spinal Cord Injury Patients Using Dynamic Sample Weighting. ICHI (2017)