Zhuyun Chen - RankMe

66 papers Journal 57Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Flexible Wearable Electret Haptic Actuator for Human-Machine Interaction. IEEE Trans. Ind. Electron. Haiyang Wan, Runhui Feng, Yue Chen, Xiaoxin Wang, Han Chen, Tucan Chen, Weihua Li, Zhuyun Chen, Zhuangjian Liu, Jian Jiao, Raye Chen-Hua Yeow
2026	J	`jnl`	An Uncertainty-Aware Continual Learning Framework for Fault Diagnosis of Rotating Machinery With Homogeneous-Heterogeneous Faults. IEEE Trans Autom. Sci. Eng. Jipu Li, Ke Yue, Zhuyun Chen, Jingyan Xia, Weihua Li, Xiaoge Zhang
2026	J	`jnl`	Empirical knowledge-driven remaining useful life prediction method under unknown failure pattern. Adv. Eng. Informatics Jiaxian Chen, Shuhan Deng, Guolin He, Zhuyun Chen, Weihua Li
2026	J	`jnl`	Global-local contrastive learning: A multi-operating-condition guided approach for few-shot cross-domain bearing fault diagnosis. Eng. Appl. Artif. Intell. Yue Zhang, Xinye Chen, Jie Lai, Bin Zhang, Zhuyun Chen, Fei Jiang
2026	J	`jnl`	Iteratively modified variational mode extraction (IMVME): A noise-robust transient feature nonlinear extraction approach for aero-engine fault diagnosis. Adv. Eng. Informatics Duxi Shang, Rui Yuan, Yong Lv, Hongan Wu, Hengyu Liu, Zhuyun Chen
2026	J	`jnl`	Multiscale scattering forests: A domain-generalizing approach for fault diagnosis under data constraints. Knowl. Based Syst. Zhuyun Chen, Hongqi Lin, Youpeng Gao, Jingke He, Zehao Li, Weihua Li, Qiang Liu
2026	J	`jnl`	SMNet: A Novel Compositional Generalization Model for Industrial Robot Multijoint Fault Diagnosis. IEEE Internet Things J. Xiaoxi Hu, Chengzhi Jiang, Yuhan Huang, Dandan Peng, Hao Su, Yiming He, Zhuyun Chen
2026	J	`jnl`	Toward wafer defect detection: An incremental industrial large model with prompt-aware memory replay. Appl. Soft Comput. Ke Yue, Jipu Li, Shuhan Deng, Zhuyun Chen, Chee Keong Kwoh, Weihua Li
2026	J	`jnl`	Traceable Algorithm Unrolling Network: An Interpretable Deep Sparse Representation Model for Mechanical Fault Diagnosis. IEEE Trans. Cybern. Hao Lan, Zhuyun Chen, Shuhan Deng, Ruyi Huang, Fugee Tsung, Weihua Li
2026	J	`jnl`	Uncertainty-aware sensorless anomaly detection using a reliable indicator from position-guided multi-step deep decomposition network. Reliab. Eng. Syst. Saf. Junyu Qi, Hamid Reza Karimi, Yannick Uhlmann, Zhuyun Chen, Weihua Li, Gernot Schullerus
2025	J	`jnl`	A digital twin-assisted deep transfer learning method towards intelligent thermal error modeling of electric spindles. J. Intell. Manuf. Shuai Ma, Jiewu Leng, Pai Zheng, Zhuyun Chen, Bo Li, Weihua Li, Qiang Liu, Xin Chen
2025	J	`jnl`	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. Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li
2025	J	`jnl`	Attention-guided graph isomorphism learning: A multi-task framework for fault diagnosis and remaining useful life prediction. Reliab. Eng. Syst. Saf. Junyu Qi, Zhuyun Chen, Yun Kong, Wu Qin, Yi Qin
2025	J	`jnl`	BiCAN: Bidirectional Contrastive Adversarial Network for Unsupervised Domain Adaptation in Mechanical Fault Diagnosis. IEEE Trans. Instrum. Meas. Zhuyun Chen, Zehao Li, Youpeng Gao, Hongqi Lin, Weihua Li, Qiang Liu
2025	J	`jnl`	Contrastive Learning-Based Feature-Consistency Distillation Network for Weak Fault Diagnosis of Harmonic Drive. IEEE Trans. Instrum. Meas. Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li
2025	J	`jnl`	Cross-modality domain adaptation for mechanical anomaly detection: A von mises-fisher VAE with enhanced interpretability. Expert Syst. Appl. Haiyang Wan, Weihua Li, Xing Luo, Weichao Luo, Jian Jiao, Jipu Li, Bin Zhang, Zhuyun Chen
2025	J	`jnl`	Guest Editorial Special Issue on Industrial Big Data and Artificial Intelligence-Driven Intelligent Perception, Maintenance, and Decision Optimization in Industrial Systems. Comput. Mater. Continua Jipu Li, Haidong Shao, Yun Kong, Zhuyun Chen
2025	J	`jnl`	Intrinsically and Post-Hoc Interpretable Kolmogorov-Arnold Network and Genetic Algorithm for Laser Deep Penetration Welding Parameters Optimization. IEEE Trans. Instrum. Meas. Shuai Ma, Jiewu Leng, Zhuyun Chen, Yixian Du, Xiaoji Zhang, Qiang Liu
2025	J	`jnl`	Large model for fault diagnosis of industrial equipment based on a knowledge graph construction. Appl. Soft Comput. Jichao Zhuang, Jiaming Yang, Weigang Li, Jian Chen, Yunjun Zheng, Zhuyun Chen
2025	J	`jnl`	Matching Pursuit Network: An Interpretable Sparse Time-Frequency Representation Method Toward Mechanical Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. Huibin Lin, Xiaofeng Huang, Zhuyun Chen, Guolin He, Ciyang Xi, Weihua Li
2025	J	`jnl`	Mechanism-Informed Neural Network: An Interpretable Method for Gearbox Impulsive Fault Feature Extraction. IEEE Internet Things J. Yuan Zheng, Weihua Li, Guolin He, Zhuyun Chen, Chen Zheng
2025	J	`jnl`	Natural Modal Sketching Network: An Interpretable Approach for Bearing Impulsive Feature Extraction. IEEE Trans. Cybern. Yuan Zheng, Weihua Li, Guolin He, Kang Ding, Zhuyun Chen
2025	J	`jnl`	Progressive Hypergraph Structure Learning for Fault Diagnosis of Industrial Robots. IEEE Trans. Instrum. Meas. Tao Wang, Weize Xu, Chong Chen, Zhuowei Wang, Zhuyun Chen
2025	J	`jnl`	Sensorless Robust Anomaly Detection of Roller Chain Systems Based on Motor Driver Data and Deep Weighted KNN. IEEE Trans. Instrum. Meas. Junyu Qi, Zhuyun Chen, Yannick Uhlmann, Gernot Schullerus
2025	J	`jnl`	Universal Source-Free Knowledge Transfer Network for Fault Diagnosis of Electromechanical System With Multimodal Signals. IEEE Trans. Instrum. Meas. Ke Yue, Jipu Li, Zhuyun Chen, Junbin Chen, Weihua Li
2025	J	`jnl`	Unsupervised Anomaly Detection for Aircraft PRSOV With Random Projection-Based Inner Product Prediction. IEEE Trans. Instrum. Meas. Dandan Peng, Ning Zhu, Te Han, Zhuyun Chen, Chenyu Liu
2025	J	`jnl`	Variable-Scale Spectral Feature Gram (VSFgram): A Convergence Property-Driven Autonomous Periodic Transients Extraction Approach. IEEE Trans. Instrum. Meas. Duxi Shang, Yong Lv, Rui Yuan, Zhuyun Chen, Hewenxuan Li, Ersegun Deniz Gedikli
2024	J	`jnl`	A digital twin-driven approach for partial domain fault diagnosis of rotating machinery. Eng. Appl. Artif. Intell. Jingyan Xia, Zhuyun Chen, Jiaxian Chen, Guolin He, Ruyi Huang, Weihua Li
2024	J	`jnl`	A novel weakly supervised adversarial network for thermal error modeling of electric spindles with scarce samples. Expert Syst. Appl. Shuai Ma, Jiewu Leng, Zhuyun Chen, Bo Li, Xing Li, Ding Zhang, Weihua Li, Qiang Liu
2024	J	`jnl`	A relationship-aware calibrated prototypical network for fault incremental diagnosis of electric motors without reserved samples. Reliab. Eng. Syst. Saf. Ke Yue, Jipu Li, Shuhan Deng, Chee Keong Kwoh, Zhuyun Chen, Weihua Li
2024	—	`conf`	An Interpretable Fault Diagnosis Framework based on Capsule Network with Statistical Features. I2MTC Hao Lan, Shuhan Deng, Ruyi Huang, Zhuyun Chen, Weihua Li
2024	J	`jnl`	An auto-regulated universal domain adaptation network for uncertain diagnostic scenarios of rotating machinery. Expert Syst. Appl. Jipu Li, Xiaoge Zhang, Ke Yue, Junbin Chen, Zhuyun Chen, Weihua Li
2024	J	`jnl`	Architecture Design and Application of IIoT Platform in Automobile Manufacturing Based on Microservices and Deep Learning Techniques. IEEE Access Yi He, Yanzhong Zhang, Che Wu, Meng Yang, Weidong Xu, Haiyang Wan, Zhuyun Chen
2024	J	`jnl`	Digital Twin-Assisted Fault Diagnosis of Rotating Machinery Without Measured Fault Data. IEEE Trans. Instrum. Meas. Jingyan Xia, Ruyi Huang, Jipu Li, Zhuyun Chen, Weihua Li
2024	J	`jnl`	Dynamic characteristics modeling and optimization for hydraulic engine mounts based on deep neural network coupled with genetic algorithm. Eng. Appl. Artif. Intell. Wu Qin, Jiachen Pan, Pingzheng Ge, Feifei Li, Zhuyun Chen
2024	—	`conf`	Fault Prior-guided White-box Model towards Interpretable Discriminant Feature Extraction. I2MTC Yuan Zheng, Weihua Li, Zhuyun Chen, Huibin Lin, Guolin He
2024	J	`jnl`	Fault diagnosis of gearbox driven by vibration response mechanism and enhanced unsupervised domain adaptation. Adv. Eng. Informatics Fei Jiang, Weiqi Lin, Zhaoqian Wu, Shaohui Zhang, Zhuyun Chen, Weihua Li
2024	J	`jnl`	Interpretable multi-task neural network modeling and particle swarm optimization of process parameters in laser welding. Knowl. Based Syst. Shuai Ma, Zhuyun Chen, Ding Zhang, Yixian Du, Xiaoji Zhang, Qiang Liu
2024	J	`jnl`	Knowledge Embedded Autoencoder Network for Harmonic Drive Fault Diagnosis Under Few-Shot Industrial Scenarios. IEEE Internet Things J. Jiaxian Chen, Kairu Wen, Jingyan Xia, Ruyi Huang, Zhuyun Chen, Weihua Li
2024	—	`conf`	Multi-Scale Dilated Convolutional Auto-Encoder Network for Weak Feature Extraction and Health Condition Detection. I2MTC Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li
2024	—	`conf`	Source-free Open-set Domain Adaptation Network for Emerging Fault Diagnosis of Planetary Gearbox. I2MTC Ke Yue, Jipu Li, Zhuyun Chen, Junbin Chen, Weihua Li
2024	J	`jnl`	Time-Frequency RWGAN for Machine Anomaly Detection Under Varying Working Conditions. IEEE Trans. Instrum. Meas. Haiyang Wan, Weihua Li, Jian Jiao, Chuanpeng Ji, Weidong Xu, Yi He, Zhuyun Chen
2023	J	`jnl`	A LightGBM-Based Multiscale Weighted Ensemble Model for Few-Shot Fault Diagnosis. IEEE Trans. Instrum. Meas. Weihua Li, Jingke He, Huibin Lin, Ruyi Huang, Guolin He, Zhuyun Chen
2023	J	`jnl`	A Multi-Source Weighted Deep Transfer Network for Open-Set Fault Diagnosis of Rotary Machinery. IEEE Trans. Cybern. Zhuyun Chen, Yixiao Liao, Jipu Li, Ruyi Huang, Lei Xu, Gang Jin, Weihua Li
2023	J	`jnl`	A novel digital twin-driven approach based on physical-virtual data fusion for gearbox fault diagnosis. Reliab. Eng. Syst. Saf. Jingyan Xia, Ruyi Huang, Zhuyun Chen, Guolin He, Weihua Li
2023	J	`jnl`	Aero-engine remaining useful life prediction method with self-adaptive multimodal data fusion and cluster-ensemble transfer regression. Reliab. Eng. Syst. Saf. Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li
2023	J	`jnl`	Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions. Adv. Eng. Informatics Jipu Li, Ruyi Huang, Zhuyun Chen, Guolin He, Konstantinos C. Gryllias, Weihua Li
2023	J	`jnl`	Generalized open-set domain adaptation in mechanical fault diagnosis using multiple metric weighting learning network. Adv. Eng. Informatics Zhuyun Chen, Jingyan Xia, Jipu Li, Junbin Chen, Ruyi Huang, Gang Jin, Weihua Li
2023	J	`jnl`	Gradient flow-based meta generative adversarial network for data augmentation in fault diagnosis. Appl. Soft Comput. Rugen Wang, Zhuyun Chen, Weihua Li
2023	—	`conf`	Gradient-Based Interpretable Graph Convolutional Network for Bearing Fault Diagnosis. I2MTC Kairu Wen, Ruyi Huang, Dongpeng Li, Zhuyun Chen, Weihua Li
2023	J	`jnl`	Improved Vibration Signal Models of Localized Faults of Sun Gears to Predict Modulation. Symmetry Xiaoqing Yang, Gang Yang, Qiang Zeng, Canyi Du, Xiangkun Zeng, Feifei Yu, Zhuyun Chen
2023	J	`jnl`	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 Weidong Xu, Jingke He, Weihua Li, Yi He, Haiyang Wan, Wu Qin, Zhuyun Chen
2023	J	`jnl`	Multiple Source-Free Domain Adaptation Network Based on Knowledge Distillation for Machinery Fault Diagnosis. IEEE Trans. Instrum. Meas. Ke Yue, Jipu Li, Zhuyun Chen, Ruyi Huang, Weihua Li
2023	—	`conf`	Resource-Efficient Network for Intelligent Fault Diagnosis Using Tree-Structured Parzen Estimator. ICSRS Jingkang Liang, Zhuyun Chen, Junbin Chen, Jipu Li, Ruyi Huang, Weihua Li
2022	J	`jnl`	A Reweighted Overlapping Group Shrinkage Method for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. Zhongze Liu, Kang Ding, Huibin Lin, Zhuyun Chen, Weihua Li
2022	J	`jnl`	Deep Self-Supervised Domain Adaptation Network for Fault Diagnosis of Rotating Machine With Unlabeled Data. IEEE Trans. Instrum. Meas. Jipu Li, Ruyi Huang, Junbin Chen, Jingyan Xia, Zhuyun Chen, Weihua Li
2022	J	`jnl`	Dual-Attention-Based Multiscale Convolutional Neural Network With Stage Division for Remaining Useful Life Prediction of Rolling Bearings. IEEE Trans. Instrum. Meas. Fei Jiang, Kang Ding, Guolin He, Huibin Lin, Zhuyun Chen, Weihua Li
2022	J	`jnl`	Federated Transfer Learning for Bearing Fault Diagnosis With Discrepancy-Based Weighted Federated Averaging. IEEE Trans. Instrum. Meas. Junbin Chen, Jipu Li, Ruyi Huang, Ke Yue, Zhuyun Chen, Weihua Li
2021	—	`conf`	A Global-Local Dynamic Adversarial Network for Intelligent Fault Diagnosis of Spindle Bearing. I2MTC Jipu Li, Ruyi Huang, Jingyan Xia, Zhuyun Chen, Weihua Li
2021	J	`jnl`	A Novel Weighted Adversarial Transfer Network for Partial Domain Fault Diagnosis of Machinery. IEEE Trans. Ind. Informatics Weihua Li, Zhuyun Chen, Guolin He
2020	J	`jnl`	Deep Semisupervised Domain Generalization Network for Rotary Machinery Fault Diagnosis Under Variable Speed. IEEE Trans. Instrum. Meas. Yixiao Liao, Ruyi Huang, Jipu Li, Zhuyun Chen, Weihua Li
2020	J	`jnl`	Domain Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Rotary Machinery. IEEE Trans. Instrum. Meas. Zhuyun Chen, Guolin He, Jipu Li, Yixiao Liao, Konstantinos C. Gryllias, Weihua Li
2020	J	`jnl`	Intelligent Fault Diagnosis for Rotary Machinery Using Transferable Convolutional Neural Network. IEEE Trans. Ind. Informatics Zhuyun Chen, Konstantinos C. Gryllias, Weihua Li
2019	—	`conf`	Gearbox Fault Diagnosis Using Convolutional Neural Networks And Support Vector Machines. EUSIPCO Zhuyun Chen, Chenyu Liu, Konstantinos C. Gryllias, Weihua Li
2017	J	`jnl`	Multisensor Feature Fusion for Bearing Fault Diagnosis Using Sparse Autoencoder and Deep Belief Network. IEEE Trans. Instrum. Meas. Zhuyun Chen, Weihua Li
2016	—	`conf`	Machine fault classification using deep belief network. I2MTC Zhuyun Chen, Xueqiong Zeng, Weihua Li, Guanglan Liao