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ORCIDZhuyun Chen 0001
Person information
- affiliation: Guangdong University of Technology, State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangzhou, China
- affiliation (PhD 2020): South China University of Technology, School of Mechanical and Automotive Engineering, Guangzhou, China
- affiliation (former): Guangdong Artificial Intelligence and Digital Economy Laboratory, Pazhou Lab, Guangzhou, China
Other persons with the same name
- Zhuyun Chen 0002
![[0000-0003-2017-3876]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-2017-3876")
(aka: Zhunyun Chen 0002) — Army Engineering University of PLA, College of Communications and Engineering, Nanjing, China
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2020 – today
- 2025
[j45]Haiyang Wan, Weihua Li, Xing Luo, Weichao Luo, Jian Jiao, Jipu Li, Bin Zhang, Zhuyun Chen:
Cross-modality domain adaptation for mechanical anomaly detection: A von mises-fisher VAE with enhanced interpretability. Expert Syst. Appl. 290: 128056 (2025)- [j44]Yuan Zheng, Weihua Li, Guolin He, Zhuyun Chen, Chen Zheng:
Mechanism-Informed Neural Network: An Interpretable Method for Gearbox Impulsive Fault Feature Extraction. IEEE Internet Things J. 12(7): 8992-9003 (2025) - [j43]Shuai Ma, Jiewu Leng, Pai Zheng, Zhuyun Chen, Bo Li, Weihua Li, Qiang Liu, Xin Chen:
A digital twin-assisted deep transfer learning method towards intelligent thermal error modeling of electric spindles. J. Intell. Manuf. 36(3): 1659-1688 (2025) - [j42]Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li:
A transfer regression network-based adaptive calibration method for remaining useful life prediction considering individual discrepancies in the degradation process of machinery. J. Intell. Manuf. 36(4): 2767-2783 (2025) - [j41]Junyu Qi, Zhuyun Chen, Yun Kong, Wu Qin, Yi Qin:
Attention-guided graph isomorphism learning: A multi-task framework for fault diagnosis and remaining useful life prediction. Reliab. Eng. Syst. Saf. 263: 111209 (2025) - [j40]Yuan Zheng, Weihua Li, Guolin He, Kang Ding, Zhuyun Chen:
Natural Modal Sketching Network: An Interpretable Approach for Bearing Impulsive Feature Extraction. IEEE Trans. Cybern. 55(2): 953-968 (2025) - [j39]Zhuyun Chen, Zehao Li, Youpeng Gao, Hongqi Lin, Weihua Li, Qiang Liu:
BiCAN: Bidirectional Contrastive Adversarial Network for Unsupervised Domain Adaptation in Mechanical Fault Diagnosis. IEEE Trans. Instrum. Meas. 74: 1-12 (2025) - [j38]Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li:
Contrastive Learning-Based Feature-Consistency Distillation Network for Weak Fault Diagnosis of Harmonic Drive. IEEE Trans. Instrum. Meas. 74: 1-10 (2025) - [j37]Shuai Ma, Jiewu Leng, Zhuyun Chen, Yixian Du, Xiaoji Zhang, Qiang Liu:
Intrinsically and Post-Hoc Interpretable Kolmogorov-Arnold Network and Genetic Algorithm for Laser Deep Penetration Welding Parameters Optimization. IEEE Trans. Instrum. Meas. 74: 1-14 (2025) - [j36]Dandan Peng, Ning Zhu, Te Han, Zhuyun Chen, Chenyu Liu:
Unsupervised Anomaly Detection for Aircraft PRSOV With Random Projection-Based Inner Product Prediction. IEEE Trans. Instrum. Meas. 74: 1-11 (2025) - [j35]Junyu Qi, Zhuyun Chen, Yannick Uhlmann, Gernot Schullerus:
Sensorless Robust Anomaly Detection of Roller Chain Systems Based on Motor Driver Data and Deep Weighted KNN. IEEE Trans. Instrum. Meas. 74: 1-13 (2025) - [j34]Duxi Shang, Yong Lv, Rui Yuan, Zhuyun Chen, Hewenxuan Li, Ersegun Deniz Gedikli:
Variable-Scale Spectral Feature Gram (VSFgram): A Convergence Property-Driven Autonomous Periodic Transients Extraction Approach. IEEE Trans. Instrum. Meas. 74: 1-15 (2025) - [j33]Tao Wang, Weize Xu, Chong Chen, Zhuowei Wang, Zhuyun Chen:
Progressive Hypergraph Structure Learning for Fault Diagnosis of Industrial Robots. IEEE Trans. Instrum. Meas. 74: 1-10 (2025) - [j32]Ke Yue, Jipu Li, Zhuyun Chen, Junbin Chen, Weihua Li:
Universal Source-Free Knowledge Transfer Network for Fault Diagnosis of Electromechanical System With Multimodal Signals. IEEE Trans. Instrum. Meas. 74: 1-12 (2025) - [j31]Huibin Lin, Xiaofeng Huang, Zhuyun Chen, Guolin He, Ciyang Xi, Weihua Li:
Matching Pursuit Network: An Interpretable Sparse Time-Frequency Representation Method Toward Mechanical Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 36(7): 12377-12388 (2025) - 2024
- [j30]Yi He, Yanzhong Zhang, Che Wu, Meng Yang, Weidong Xu, Haiyang Wan, Zhuyun Chen:
Architecture Design and Application of IIoT Platform in Automobile Manufacturing Based on Microservices and Deep Learning Techniques. IEEE Access 12: 166834-166842 (2024) - [j29]Fei Jiang, Weiqi Lin, Zhaoqian Wu, Shaohui Zhang, Zhuyun Chen, Weihua Li:
Fault diagnosis of gearbox driven by vibration response mechanism and enhanced unsupervised domain adaptation. Adv. Eng. Informatics 61: 102460 (2024) - [j28]Wu Qin, Jiachen Pan, Pingzheng Ge, Feifei Li, Zhuyun Chen:
Dynamic characteristics modeling and optimization for hydraulic engine mounts based on deep neural network coupled with genetic algorithm. Eng. Appl. Artif. Intell. 130: 107683 (2024) - [j27]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) - [j26]Shuai Ma, Jiewu Leng, Zhuyun Chen, Bo Li, Xing Li, Ding Zhang, Weihua Li, Qiang Liu:
A novel weakly supervised adversarial network for thermal error modeling of electric spindles with scarce samples. Expert Syst. Appl. 238(Part E): 122065 (2024) - [j25]Jipu Li, Xiaoge Zhang, Ke Yue, Junbin Chen, Zhuyun Chen, Weihua Li:
An auto-regulated universal domain adaptation network for uncertain diagnostic scenarios of rotating machinery. Expert Syst. Appl. 249: 123836 (2024) - [j24]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) - [j23]Shuai Ma, Zhuyun Chen, Ding Zhang, Yixian Du, Xiaoji Zhang, Qiang Liu:
Interpretable multi-task neural network modeling and particle swarm optimization of process parameters in laser welding. Knowl. Based Syst. 300: 112116 (2024) - [j22]Ke Yue, Jipu Li, Shuhan Deng, Chee Keong Kwoh, Zhuyun Chen, Weihua Li:
A relationship-aware calibrated prototypical network for fault incremental diagnosis of electric motors without reserved samples. Reliab. Eng. Syst. Saf. 252: 110429 (2024) - [j21]Haiyang Wan, Weihua Li, Jian Jiao, Chuanpeng Ji, Weidong Xu, Yi He, Zhuyun Chen:
Time-Frequency RWGAN for Machine Anomaly Detection Under Varying Working Conditions. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j20]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) - [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 - [c7]Ke Yue, Jipu Li, Zhuyun Chen, Junbin Chen, Weihua Li:
Source-free Open-set Domain Adaptation Network for Emerging Fault Diagnosis of Planetary Gearbox. I2MTC 2024: 1-6 - [c6]Yuan Zheng, Weihua Li, Zhuyun Chen, Huibin Lin, Guolin He:
Fault Prior-guided White-box Model towards Interpretable Discriminant Feature Extraction. I2MTC 2024: 1-6 - 2023
- [j19]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) - [j18]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) - [j17]Rugen Wang, Zhuyun Chen, Weihua Li:
Gradient flow-based meta generative adversarial network for data augmentation in fault diagnosis. Appl. Soft Comput. 142: 110313 (2023) - [j16]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) - [j15]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) - [j14]Weidong Xu, Jingke He, Weihua Li, Yi He, Haiyang Wan, Wu Qin, Zhuyun Chen:
Long-Short-Term-Memory-Based Deep Stacked Sequence-to-Sequence Autoencoder for Health Prediction of Industrial Workers in Closed Environments Based on Wearable Devices. Sensors 23(18): 7874 (2023) - [j13]Xiaoqing Yang, Gang Yang, Qiang Zeng, Canyi Du, Xiangkun Zeng, Feifei Yu, Zhuyun Chen:
Improved Vibration Signal Models of Localized Faults of Sun Gears to Predict Modulation. Symmetry 15(9): 1621 (2023) - [j12]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) - [j11]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) - [j10]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) - [c5]Kairu Wen, Ruyi Huang, Dongpeng Li, Zhuyun Chen, Weihua Li:
Gradient-Based Interpretable Graph Convolutional Network for Bearing Fault Diagnosis. I2MTC 2023: 1-6 - [c4]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 - 2022
- [j9]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) - [j8]Fei Jiang, Kang Ding, Guolin He, Huibin Lin, Zhuyun Chen, Weihua Li:
Dual-Attention-Based Multiscale Convolutional Neural Network With Stage Division for Remaining Useful Life Prediction of Rolling Bearings. IEEE Trans. Instrum. Meas. 71: 1-10 (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) - [j6]Zhongze Liu, Kang Ding, Huibin Lin, Zhuyun Chen, Weihua Li:
A Reweighted Overlapping Group Shrinkage Method for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - 2021
- [j5]Weihua Li, Zhuyun Chen, Guolin He:
A Novel Weighted Adversarial Transfer Network for Partial Domain Fault Diagnosis of Machinery. IEEE Trans. Ind. Informatics 17(3): 1753-1762 (2021) - [c3]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]Zhuyun Chen, Konstantinos C. Gryllias, Weihua Li:
Intelligent Fault Diagnosis for Rotary Machinery Using Transferable Convolutional Neural Network. IEEE Trans. Ind. Informatics 16(1): 339-349 (2020) - [j3]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) - [j2]Zhuyun Chen, Guolin He, Jipu Li, Yixiao Liao, Konstantinos C. Gryllias, Weihua Li:
Domain Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Rotary Machinery. IEEE Trans. Instrum. Meas. 69(11): 8702-8712 (2020)
2010 – 2019
- 2019
- [c2]Zhuyun Chen, Chenyu Liu, Konstantinos C. Gryllias, Weihua Li:
Gearbox Fault Diagnosis Using Convolutional Neural Networks And Support Vector Machines. EUSIPCO 2019: 1-5 - 2017
- [j1]Zhuyun Chen, Weihua Li:
Multisensor Feature Fusion for Bearing Fault Diagnosis Using Sparse Autoencoder and Deep Belief Network. IEEE Trans. Instrum. Meas. 66(7): 1693-1702 (2017) - 2016
- [c1]Zhuyun Chen, Xueqiong Zeng, Weihua Li, Guanglan Liao:
Machine fault classification using deep belief network. I2MTC 2016: 1-6
Coauthor Index
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