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2020 – today
- 2024
[j23]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: 103348-103379 (2024)- [j22]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: 107848 (2024) - [j21]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): 22915-22925 (2024) - [j20]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: 1-12 (2024) - [j19]Jingyan Xia, Ruyi Huang, Jipu Li, Zhuyun Chen, Weihua Li:
Digital Twin-Assisted Fault Diagnosis of Rotating Machinery Without Measured Fault Data. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [j18]Bin Zhang, Ruyi Huang, Zewen Luo, Liuwei Huang, Xiaobin Hong, Gang Jin:
Ring Array Scatter Feature Adaption Deep Transfer Imaging Method for Composite Plate Structure Health Monitoring Using Guided Waves. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [c9]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: 1-6 - [c8]Hao Lan, Shuhan Deng, Ruyi Huang, Zhuyun Chen, Weihua Li:
An Interpretable Fault Diagnosis Framework based on Capsule Network with Statistical Features. I2MTC 2024: 1-6 - 2023
- [j17]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: 101883 (2023) - [j16]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: 102033 (2023) - [j15]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: 109151 (2023) - [j14]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: 109542 (2023) - [j13]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): 1982-1993 (2023) - [j12]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: 1-14 (2023) - [j11]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: 1-11 (2023) - [j10]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: 1-11 (2023) - [j9]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: 1-11 (2023) - [c7]Kairu Wen, Ruyi Huang, Dongpeng Li, Zhuyun Chen, Weihua Li:
Gradient-Based Interpretable Graph Convolutional Network for Bearing Fault Diagnosis. I2MTC 2023: 1-6 - [c6]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: 585-589 - [c5]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: 4953-4959 - 2022
- [j8]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: 1-11 (2022) - [j7]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: 1-9 (2022) - 2021
- [j6]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: 1-10 (2021) - [j5]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: 1-11 (2021) - [c4]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: 1-6 - 2020
- [j4]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): 6466-6475 (2020) - [j3]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): 2304-2314 (2020) - [j2]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): 8064-8075 (2020) - [c3]Ruyi Huang, Zhen Wang, Jipu Li, Junbin Chen, Weihua Li:
A Transferable Capsule Network for Decoupling Compound Fault of Machinery. I2MTC 2020: 1-6
2010 – 2019
- 2019
- [j1]Ruyi Huang, Yixiao Liao, Shaohui Zhang, Weihua Li:
Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis. IEEE Access 7: 1848-1858 (2019) - [c2]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: 1-6 - 2017
- [c1]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: 478-483
Coauthor Index
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