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ORCIDRuqiang Yan 0001
严如强
Person information
- unicode name: 严如强
- affiliation: Xi'an Jiaotong University, School of Mechanical Engineering, Xi'an, China
- affiliation: Southeast University, School of Instrument Science and Engineering, Nanjing, China
- affiliation: Case Western Reserve University, Department of Mechanical and Aerospace Engineering, Cleveland, OH, USA
- affiliation (PhD 2007): University of Massachusetts Amherst, MA, USA
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2020 – today
- 2024
[j143]Zeqi Wei, Zhibin Zhao, Zheng Zhou, Ruqiang Yan
:
Collaborative-sequential optimization for aero-engine maintenance based on multi-agent reinforcement learning. Expert Syst. Appl. 247: 123358 (2024)- [j142]Jiaxin Ren, Jingcheng Wen, Zhibin Zhao, Ruqiang Yan, Xuefeng Chen, Asoke K. Nandi:
Uncertainty-Aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis. IEEE CAA J. Autom. Sinica 11(6): 1317-1330 (2024) - [j141]Guokang Zheng, Yasong Li, Zheng Zhou, Ruqiang Yan:
A Remaining Useful Life Prediction Method of Rolling Bearings Based on Deep Reinforcement Learning. IEEE Internet Things J. 11(13): 22938-22949 (2024) - [j140]Jiafeng Tang, Zhibin Zhao, Yanjie Guo, Chenxi Wang, Xingwu Zhang, Ruqiang Yan, Xuefeng Chen:
Privacy-preserving federated transfer learning for defect identification from highly imbalanced image data in additive manufacturing. Robotics Comput. Integr. Manuf. 89: 102779 (2024) - [j139]Qixiang Zhu, Zheng Zhou, Yasong Li, Ruqiang Yan:
Contrastive BiLSTM-enabled Health Representation Learning for Remaining Useful Life Prediction. Reliab. Eng. Syst. Saf. 249: 110210 (2024) - [j138]Xuezhen Liu, Yongyi Chen, Dan Zhang, Ruqiang Yan, Hongjie Ni:
A Multichannel Long-Term External Attention Network for Aeroengine Remaining Useful Life Prediction. IEEE Trans. Artif. Intell. 5(10): 5130-5140 (2024) - [j137]Tianfu Li, Chuang Sun, Olga Fink, Yuangui Yang, Xuefeng Chen, Ruqiang Yan:
Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis. IEEE Trans. Cybern. 54(1): 506-518 (2024) - [j136]Jiahui Cao, Zhibo Yang, Xuefeng Chen, Ruqiang Yan:
From Pseudo to Real: Generalized Subspace Method for Power Spectrum Reconstruction. IEEE Trans. Ind. Electron. 71(4): 4141-4150 (2024) - [j135]Yadong Xu, Ke Feng, Xiaoan Yan, Xin Sheng, Beibei Sun, Zheng Liu, Ruqiang Yan:
Cross-Modal Fusion Convolutional Neural Networks With Online Soft-Label Training Strategy for Mechanical Fault Diagnosis. IEEE Trans. Ind. Informatics 20(1): 73-84 (2024) - [j134]Wenjun Sun, Ruqiang Yan, Ruibing Jin, Rui Zhao, Zhenghua Chen:
FedAlign: Federated Model Alignment via Data-Free Knowledge Distillation for Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j133]Hui Wang, Zheng Zhou, Liuyang Zhang, Ruqiang Yan:
Multiscale Deep Attention Q Network: A New Deep Reinforcement Learning Method for Imbalanced Fault Diagnosis in Gearboxes. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j132]Jingyao Wu, Hongbing Shang, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Information-Imbalance Learning With Hazard-Sensitive Loss for Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j131]Yulin Ma, Jun Yang, Ruqiang Yan:
Sharpness-Aware Gradient Alignment for Domain Generalization With Noisy Labels in Intelligent Fault Diagnosis. IEEE Trans. Instrum. Meas. 73: 10-19 (2024) - [j130]Wengang Xu, Zheng Zhou, Tianfu Li, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
Physics-Constraint Variational Neural Network for Wear State Assessment of External Gear Pump. IEEE Trans. Neural Networks Learn. Syst. 35(5): 5996-6006 (2024) - [j129]Botao An, Shibin Wang, Fuhua Qin, Zhibin Zhao, Ruqiang Yan, Xuefeng Chen:
Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6007-6020 (2024) - [j128]Yasong Li, Zheng Zhou, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
Variational Attention-Based Interpretable Transformer Network for Rotary Machine Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6180-6193 (2024) - [j127]Tianfu Li, Chuang Sun, Sinan Li, Zhiying Wang, Xuefeng Chen, Ruqiang Yan:
Explainable Graph Wavelet Denoising Network for Intelligent Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8535-8548 (2024) - [j126]Sinan Li, Tianfu Li, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
WPConvNet: An Interpretable Wavelet Packet Kernel-Constrained Convolutional Network for Noise-Robust Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14974-14988 (2024) - [j125]Yongyi Chen, Dan Zhang, Ruqiang Yan:
Domain Adaptation Networks With Parameter-Free Adaptively Rectified Linear Units for Fault Diagnosis Under Variable Operating Conditions. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16872-16885 (2024) - [j124]Wenjun Sun, Ruqiang Yan, Ruibing Jin, Jiawen Xu, Yuan Yang, Zhenghua Chen:
LiteFormer: A Lightweight and Efficient Transformer for Rotating Machine Fault Diagnosis. IEEE Trans. Reliab. 73(2): 1258-1269 (2024) - [c33]Chenye Hu, Jiaxin Ren, Jingyao Wu, Hong Xu, Chuang Sun, Ruqiang Yan:
NorCLR: A Normality-Aggregated Contrastive Learning Framework for Mechanical Anomaly Detection. I2MTC 2024: 1-6 - [c32]Lei Jin, Shibin Wang, Du Zhang, Baoqing Ding, Zhi Zhai, Ruqiang Yan, Xuefeng Chen:
Indicator-assisted Sparse Morphological Decomposition for High-speed Bearing Diagnosis. I2MTC 2024: 1-5 - [c31]Jiaxin Ren, Chenye Hu, Zuogang Shang, Yasong Li, Zhibin Zhao, Ruqiang Yan:
WavFormer: An Interpretable Wavelet-Constrained Transformer for Industrial Acoustics Diagnosis. I2MTC 2024: 1-6 - [c30]Wenjun Sun, Ruqiang Yan:
Prototype Based Personalized Federated Learning for Planetary Gearbox Fault Diagnosis. I2MTC 2024: 1-6 - [c29]Zuogang Shang, Zhibin Zhao, Shibin Wang, Ruqiang Yan:
Anomaly Detection from a Frequency Perspective: M-Band Wavelet Packet Anomaly Detection Network. ICASSP 2024: 5550-5554 - 2023
- [j123]Hongbing Shang, Chuang Sun, Jinxin Liu, Xuefeng Chen, Ruqiang Yan:
Defect-aware transformer network for intelligent visual surface defect detection. Adv. Eng. Informatics 55: 101882 (2023) - [j122]Jingyao Wu, Chenye Hu, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
Aircraft flight regime recognition with deep temporal segmentation neural network. Eng. Appl. Artif. Intell. 120: 105840 (2023) - [j121]Yuangui Yang, Tianfu Li, Chuang Sun, Liuyang Zhang, Ruqiang Yan:
Graph attention U-Net to fuse multi-sensor signals for long-tailed distribution fault diagnosis. Eng. Appl. Artif. Intell. 126: 106927 (2023) - [j120]Chenye Hu, Jingyao Wu, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
Intelligent temporal detection network for boundary-sensitive flight regime recognition. Eng. Appl. Artif. Intell. 126: 106949 (2023) - [j119]Juan Xu, Shaokang Liang, Xu Ding, Ruqiang Yan:
A zero-shot fault semantics learning model for compound fault diagnosis. Expert Syst. Appl. 221: 119642 (2023) - [j118]Jun Wang, Tianfu Li, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
BP-SRM: A directly training algorithm for spiking neural network constructed by spike response model. Neurocomputing 560: 126832 (2023) - [j117]Haoqi Li, Shuming Wu, Zhibo Yang, Ruqiang Yan, Xuefeng Chen:
Measurement Methodology: Blade Tip Timing: A Non-Contact Blade Vibration Measurement Method. IEEE Instrum. Meas. Mag. 26(9): 12-20 (2023) - [j116]Zihao Lei, Hongming Chen, Guangrui Wen, Ke Feng, Zheng Liu, Ruqiang Yan, Xuefeng Chen:
A Synchronous Holo-Balancing Method for Flexible Rotors Based on the Modified Initial Phase Vector. Inf. Fusion 90: 95-110 (2023) - [j115]Yadong Xu, Ke Feng, Xiaoan Yan, Ruqiang Yan, Qing Ni, Beibei Sun, Zihao Lei, Yongchao Zhang, Zheng Liu:
CFCNN: A novel convolutional fusion framework for collaborative fault identification of rotating machinery. Inf. Fusion 95: 1-16 (2023) - [j114]Huijie Zhang, Weizhen Sun, Ling Lu, Ruqiang Yan:
Finger vein recognition with cancelable template-based partial mutual encryption. J. Electronic Imaging 32(5) (2023) - [j113]Fujin Wang, Zhibin Zhao, Zhi Zhai, Zuogang Shang, Ruqiang Yan, Xuefeng Chen:
Explainability-driven model improvement for SOH estimation of lithium-ion battery. Reliab. Eng. Syst. Saf. 232: 109046 (2023) - [j112]Yasong Li, Zheng Zhou, Chuang Sun, Jun Peng, Asoke K. Nandi, Ruqiang Yan:
Life-cycle modeling driven by coupling competition degradation for remaining useful life prediction. Reliab. Eng. Syst. Saf. 238: 109480 (2023) - [j111]Xi Chen, Hui Wang, Siliang Lu, Jiawen Xu, Ruqiang Yan:
Remaining useful life prediction of turbofan engine using global health degradation representation in federated learning. Reliab. Eng. Syst. Saf. 239: 109511 (2023) - [j110]Jiahui Cao, Zhibo Yang, Shaohua Tian, Haoqi Li, Ruochen Jin, Ruqiang Yan, Xuefeng Chen:
Biprobes Blade Tip Timing Method for Frequency Identification Based on Active Aliasing Time-Delay Estimation and Dealiasing. IEEE Trans. Ind. Electron. 70(2): 1939-1948 (2023) - [j109]Zengkun Wang, Zhibo Yang, Guangrong Teng, Ruqiang Yan, Shaohua Tian, Haoqi Li, Jiahui Cao, Xuefeng Chen:
Amplitude-Identifiable MUSIC (Aid-MUSIC) for Asynchronous Frequency in Blade Tip Timing. IEEE Trans. Ind. Informatics 19(4): 5732-5742 (2023) - [j108]Chenye Hu, Jingyao Wu, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Interinstance and Intratemporal Self-Supervised Learning With Few Labeled Data for Fault Diagnosis. IEEE Trans. Ind. Informatics 19(5): 6502-6512 (2023) - [j107]Hongbing Shang, Jingyao Wu, Chuang Sun, Jinxin Liu, Xuefeng Chen, Ruqiang Yan:
Global Prior Transformer Network in Intelligent Borescope Inspection for Surface Damage Detection of Aeroengine Blade. IEEE Trans. Ind. Informatics 19(8): 8865-8877 (2023) - [j106]Xi Chen, Hui Wang, Siliang Lu, Ruqiang Yan:
Bearing Remaining Useful Life Prediction Using Federated Learning With Taylor-Expansion Network Pruning. IEEE Trans. Instrum. Meas. 72: 1-10 (2023) - [j105]Zhikang Liu, Xingyu Chen, Jiawen Xu, Chengxin Zhang, Luxiang Xu, Ning Guo, Liye Zhao, Ruqiang Yan:
High-Accurate Robust Total Variation Denoising Algorithm With Adjustable Exponential Upper Bound Function for Micro-Thrust Measurement. IEEE Trans. Instrum. Meas. 72: 1-18 (2023) - [j104]Ruqiang Yan:
Editor-in-Chief's Year-End Message. IEEE Trans. Instrum. Meas. 72: 1 (2023) - [j103]Shaowen Chen, Shibin Wang, Botao An, Ruqiang Yan, Xuefeng Chen:
Instantaneous Frequency Band and Synchrosqueezing in Time-Frequency Analysis. IEEE Trans. Signal Process. 71: 539-554 (2023) - [c28]Fuhua Qin, Shiao Wang, Shibin Wang, Zhibin Zhao, Ruqiang Yan, Xuefeng Chen:
MCAN: Interpretable Multi-scale Component Analysis Network for Mechanical Fault Diagnosis. I2MTC 2023: 1-6 - [c27]Hui Wang, Zheng Zhou, Ruqiang Yan, Liuyang Zhang:
Multiscale Deep Attention Reinforcement Learning for Imbalanced Fault Diagnosis of Gearbox Under Multi-Working Conditions. I2MTC 2023: 1-6 - [c26]Yu Zhao, Xingwu Zhang, Fangfang Yang, Xiaolei Yu, Ruqiang Yan, Xuefeng Chen:
Decision Boundary Expansion For Open Set Fault Diagnosis. I2MTC 2023: 1-6 - 2022
- [j102]Ruqiang Yan:
Guest Editorial: I&M Around the World: Highlighting China from IEEE Region 10. IEEE Instrum. Meas. Mag. 25(2): 3 (2022) - [j101]Jinxin Liu, Xingwu Zhang, Chenxi Wang, Ruqiang Yan:
Active Vibration Control Technology in China. IEEE Instrum. Meas. Mag. 25(2): 36-44 (2022) - [j100]Shibin Wang, Chaowei Tong, Zhiyu Tao, Ruqiang Yan, Xuefeng Chen:
Helicopter Health and Usage Monitoring System in China. IEEE Instrum. Meas. Mag. 25(2): 45-52 (2022) - [j99]Ruqiang Yan:
Guest Editorial: I&M Around the World: Highlighting China of IEEE Region 10, Part B. IEEE Instrum. Meas. Mag. 25(5): 3 (2022) - [j98]Ziling Huang, Zihao Lei, Guangrui Wen, Xin Huang, Haoxuan Zhou, Ruqiang Yan, Xuefeng Chen:
A Multisource Dense Adaptation Adversarial Network for Fault Diagnosis of Machinery. IEEE Trans. Ind. Electron. 69(6): 6298-6307 (2022) - [j97]Botao An, Shibin Wang, Zhibin Zhao, Fuhua Qin, Ruqiang Yan, Xuefeng Chen:
Interpretable Neural Network via Algorithm Unrolling for Mechanical Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [j96]Jiahui Cao, Shaohua Tian, Zhibo Yang, Guangrong Teng, Haoqi Li, Ruochen Jin, Ruqiang Yan, Xuefeng Chen:
Blade Tip Timing Signal Filtering Method Based on Sampling Aliasing Frequency Map. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [j95]Borui Hou, Ruqiang Yan:
Triplet-Classifier GAN for Finger-Vein Verification. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [j94]Borui Hou, Huijie Zhang, Ruqiang Yan:
Finger-Vein Biometric Recognition: A Review. IEEE Trans. Instrum. Meas. 71: 1-26 (2022) - [j93]Ruibing Jin, Zhenghua Chen, Keyu Wu, Min Wu, Xiaoli Li, Ruqiang Yan:
Bi-LSTM-Based Two-Stream Network for Machine Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - [j92]Xingyu Wang, Zhen Zhang, Yafei Xu, Liuyang Zhang, Ruqiang Yan, Xuefeng Chen:
Real-Time Terahertz Characterization of Minor Defects by the YOLOX-MSA Network. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - [j91]Ruqiang Yan:
Editor-in-Chief's Year-End Message. IEEE Trans. Instrum. Meas. 71: 1 (2022) - [j90]Xingwu Zhang, Rui Ma, Ming Li, Xiaolong Li, Zhibo Yang, Ruqiang Yan, Xuefeng Chen:
Feature Enhancement Based on Regular Sparse Model for Planetary Gearbox Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-16 (2022) - [j89]Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao:
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis. IEEE Trans. Syst. Man Cybern. Syst. 52(4): 2302-2312 (2022) - [c25]Chenyang Li, Chee Keong Kwoh, Xiaoli Li, Lingfei Mo, Ruqiang Yan:
Rotating Machinery Fault Diagnosis Based on Multi-sensor Information Fusion Using Graph Attention Network. ICARCV 2022: 678-683 - [c24]Rosario Morello, Ruqiang Yan, Laura Fabbiano:
Repeatability and Intermediate Precision in Thermographic Clinical Imaging. MeMeA 2022: 1-6 - [i6]Hongbing Shang, Qixiu Yang, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
Superpixel Perception Graph Neural Network for Intelligent Defect Detection. CoRR abs/2210.07539 (2022) - 2021
- [j88]Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Ruqiang Yan, Xiaoli Li:
Attention-based sequence to sequence model for machine remaining useful life prediction. Neurocomputing 466: 58-68 (2021) - [j87]Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction. Reliab. Eng. Syst. Saf. 215: 107878 (2021) - [j86]Jingyao Wu, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Learning from Class-imbalanced Data with a Model-Agnostic Framework for Machine Intelligent Diagnosis. Reliab. Eng. Syst. Saf. 216: 107934 (2021) - [j85]Zhibin Zhao, Shibin Wang, David Wong, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Robust enhanced trend filtering with unknown noise. Signal Process. 180: 107889 (2021) - [j84]Zhenghua Chen, Min Wu, Rui Zhao, Feri Guretno, Ruqiang Yan, Xiaoli Li:
Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach. IEEE Trans. Ind. Electron. 68(3): 2521-2531 (2021) - [j83]Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis. IEEE Trans. Ind. Electron. 68(12): 12739-12749 (2021) - [j82]Mohamed Ragab, Zhenghua Chen, Min Wu, Chuan Sheng Foo, Chee Keong Kwoh, Ruqiang Yan, Xiaoli Li:
Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics 17(8): 5239-5249 (2021) - [j81]Botao An, Shibin Wang, Ruqiang Yan, Weihua Li, Xuefeng Chen:
Adaptive Robust Noise Modeling of Sparse Representation for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j80]Chao Chen, Fei Shen, Jiawen Xu, Ruqiang Yan:
Domain Adaptation-Based Transfer Learning for Gear Fault Diagnosis Under Varying Working Conditions. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j79]Borui Hou, Ruqiang Yan:
ArcVein-Arccosine Center Loss for Finger Vein Verification. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j78]Chenyang Li, Lingfei Mo, Ruqiang Yan:
Fault Diagnosis of Rolling Bearing Based on WHVG and GCN. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j77]Haoqi Li, Zhibo Yang, Shuming Wu, Zengkun Wang, Shaohua Tian, Ruqiang Yan, Xuefeng Chen:
Adaptive Iterative Approach for Efficient Signal Processing of Blade Tip Timing. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j76]Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j75]Huihui Miao, Zhibin Zhao, Chuang Sun, Bing Li, Ruqiang Yan:
A U-Net-Based Approach for Tool Wear Area Detection and Identification. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j74]Mohamed Ragab, Zhenghua Chen, Min Wu, Haoliang Li, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li:
Adversarial Multiple-Target Domain Adaptation for Fault Classification. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j73]Zengkun Wang, Zhibo Yang, Shuming Wu, Haoqi Li, Shaohua Tian, Xingwu Zhang, Ruqiang Yan, Xuefeng Chen:
An OPR-Free Blade Tip Timing Method for Rotating Blade Condition Monitoring. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j72]Jiyan Wu, Min Wu, Zhenghua Chen, Xiaoli Li, Ruqiang Yan:
Degradation-Aware Remaining Useful Life Prediction With LSTM Autoencoder. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j71]Shuming Wu, Zengkun Wang, Haoqi Li, Zhibo Yang, Shaohua Tian, Ruqiang Yan, Shibin Wang, Xuefeng Chen:
Blade Crack Detection Using Blade Tip Timing. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j70]Ruqiang Yan:
Message From the Incoming Editor-in-Chief. IEEE Trans. Instrum. Meas. 70: 1 (2021) - [j69]Ruqiang Yan, Datong Liu:
Guest Editorial Special Section for ICSMD2020. IEEE Trans. Instrum. Meas. 70: 1-2 (2021) - [j68]Xiaolei Yu, Zhibin Zhao, Xingwu Zhang, Chuang Sun, Baogui Gong, Ruqiang Yan, Xuefeng Chen:
Conditional Adversarial Domain Adaptation With Discrimination Embedding for Locomotive Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j67]Zilong Zhang, Zhibin Zhao, Xiaolong Li, Xingwu Zhang, Shibin Wang, Ruqiang Yan, Xuefeng Chen:
Faster Multiscale Dictionary Learning Method With Adaptive Parameter Estimation for Fault Diagnosis of Traction Motor Bearings. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j66]Zhibin Zhao, Qiyang Zhang, Xiaolei Yu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen:
Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study. IEEE Trans. Instrum. Meas. 70: 1-28 (2021) - [j65]Zheng Zhou, Tianfu Li, Zilong Zhang, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Bayesian Differentiable Architecture Search for Efficient Domain Matching Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j64]Chaoyi Zhu, Zhenghua Chen, Rui Zhao, Jinjiang Wang, Ruqiang Yan:
Decoupled Feature-Temporal CNN: Explaining Deep Learning-Based Machine Health Monitoring. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j63]Chaowei Tong, Shibin Wang, Ivan W. Selesnick, Ruqiang Yan, Xuefeng Chen:
Ridge-Aware Weighted Sparse Time-Frequency Representation. IEEE Trans. Signal Process. 69: 136-149 (2021) - [c23]Zuogang Shang, Zhibin Zhao, Hui Fang, Samuel D. Relton, Darcy Murphy, Zoe Hancox, Ruqiang Yan, David Wong:
Deep Discriminative Domain Generalization with Adversarial Feature Learning for Classifying ECG Signals. CinC 2021: 1-4 - [c22]Zengkun Wang, Zhibo Yang, Haoqi Li, Shuming Wu, Ruqiang Yan, Shaohua Tian, Xuefeng Chen:
An Autocorrelation Method for Asynchronous Vibration Feature Extraction in Blade Tip Timing. I2MTC 2021: 1-6 - [c21]Shuming Wu, Zhibo Yang, Haoqi Li, Zengkun Wang, Shaohua Tian, Ruqiang Yan, Xuefeng Chen:
A Virtual Blade Tip Timing Measurement Method for Foreign Object Damage. I2MTC 2021: 1-5 - [c20]Jingyao Wu, Zhibin Zhao, Hongbing Shang, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Machine Anomaly Detection under Changing Working Condition with Syncretic Self-Regression Auto-Encoder. I2MTC 2021: 1-5 - 2020
- [j62]Xingwu Zhang, Yanfei He, Zengguang Li, Zhi Zhai, Ruqiang Yan, Xuefeng Chen:
Static and dynamic analysis of cylindrical shell by different kinds of B-spline wavelet finite elements on the interval. Eng. Comput. 36(4): 1903-1914 (2020) - [j61]Ruqiang Yan:
Society news. IEEE Instrum. Meas. Mag. 23(6): 41 (2020) - [j60]Marco Parvis, Ruqiang Yan:
Guest editorial. IEEE Instrum. Meas. Mag. 23(8): 3 (2020) - [j59]Fei Shen, Reza Langari, Ruqiang Yan:
Exploring Sample/Feature Hybrid Transfer for Gear Fault Diagnosis Under Varying Working Conditions. J. Comput. Inf. Sci. Eng. 20(4) (2020) - [j58]Liangdong Yang, Jinxin Liu, Qian Zhang, Ruqiang Yan, Xuefeng Chen:
Frequency domain spline adaptive filters. Signal Process. 177: 107752 (2020) - [j57]Fei Shen, Yun Hui, Ruqiang Yan, Chuang Sun, Jiawen Xu:
A New Penalty Domain Selection Machine Enabled Transfer Learning for Gearbox Fault Recognition. IEEE Trans. Ind. Electron. 67(10): 8743-8754 (2020) - [j56]Jingyao Wu, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection. IEEE Trans. Ind. Informatics 16(12): 7479-7488 (2020) - [j55]Dezun Zhao, Weidong Cheng, Robert X. Gao, Ruqiang Yan, Peng Wang:
Generalized Vold-Kalman Filtering for Nonstationary Compound Faults Feature Extraction of Bearing and Gear. IEEE Trans. Instrum. Meas. 69(2): 401-410 (2020) - [j54]Zhibin Zhao, Shibin Wang, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Sparse Multiperiod Group Lasso for Bearing Multifault Diagnosis. IEEE Trans. Instrum. Meas. 69(2): 419-431 (2020) - [j53]Borui Hou, Jianyong Yang, Pu Wang, Ruqiang Yan:
LSTM-Based Auto-Encoder Model for ECG Arrhythmias Classification. IEEE Trans. Instrum. Meas. 69(4): 1232-1240 (2020) - [j52]Chuang Sun, Xuefeng Chen, Ruqiang Yan, Robert X. Gao:
Composite-Graph-Based Sparse Subspace Clustering for Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. 69(5): 1850-1859 (2020) - [j51]Borui Hou, Ruqiang Yan:
Convolutional Autoencoder Model for Finger-Vein Verification. IEEE Trans. Instrum. Meas. 69(5): 2067-2074 (2020) - [j50]Hui Wang, Jiawen Xu, Ruqiang Yan, Robert X. Gao:
A New Intelligent Bearing Fault Diagnosis Method Using SDP Representation and SE-CNN. IEEE Trans. Instrum. Meas. 69(5): 2377-2389 (2020) - [j49]Shuming Wu, Pete Russhard, Ruqiang Yan, Shaohua Tian, Shibin Wang, Zhibin Zhao, Xuefeng Chen:
An Adaptive Online Blade Health Monitoring Method: From Raw Data to Parameters Identification. IEEE Trans. Instrum. Meas. 69(5): 2581-2592 (2020) - [j48]Zhiqiang Huo, Miguel Martínez-García, Yu Zhang, Ruqiang Yan, Lei Shu:
Entropy Measures in Machine Fault Diagnosis: Insights and Applications. IEEE Trans. Instrum. Meas. 69(6): 2607-2620 (2020) - [j47]Siyu Shao, Ruqiang Yan, Yadong Lu, Peng Wang, Robert X. Gao:
DCNN-Based Multi-Signal Induction Motor Fault Diagnosis. IEEE Trans. Instrum. Meas. 69(6): 2658-2669 (2020) - [j46]Chao Chen, Fei Shen, Jiawen Xu, Ruqiang Yan:
Probabilistic Latent Semantic Analysis-Based Gear Fault Diagnosis Under Variable Working Conditions. IEEE Trans. Instrum. Meas. 69(6): 2845-2857 (2020) - [c19]Zhibin Zhao, Hui Fang, Samuel D. Relton, Ruqiang Yan, Yuhong Liu, Zhijing Li, Jing Qin, David C. Wong:
Adaptive Lead Weighted ResNet Trained With Different Duration Signals for Classifying 12-lead ECGs. CinC 2020: 1-4 - [c18]Botao An, Shibin Wang, Ruqiang Yan, Weihua Li, Xuefeng Chen:
Generalized Gaussian Noise Distribution Enabled Sparse Representation Model for Bearing Fault Diagnosis. I2MTC 2020: 1-5 - [c17]Fei Shen, Chao Chen, Jiawen Xu, Robert X. Gao, Ruqiang Yan:
A Two-Order Transfer Model for Gearbox Fault Diagnosis. I2MTC 2020: 1-6 - [c16]Zengkun Wang, Zhibo Yang, Shuming Wu, Haoqi Li, Ruqiang Yan, Shaohua Tian, Xingwu Zhang, Xuefeng Chen:
An OPR-free Blade Tip Timing Method Based on Blade Spacing Change. I2MTC 2020: 1-5 - [c15]Shuming Wu, Zengkun Wang, Haoqi Li, Zhibo Yang, Shaohua Tian, Ruqiang Yan, Shibin Wang, Xuefeng Chen:
A Hybrid Fault Diagnosis Approach for Blade Crack Detection using Blade Tip Timing. I2MTC 2020: 1-5 - [i5]Zhibin Zhao, Tianfu Li, Jingyao Wu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen:
Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study. CoRR abs/2003.03315 (2020) - [i4]Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li:
Attention Sequence to Sequence Model for Machine Remaining Useful Life Prediction. CoRR abs/2007.09868 (2020)
2010 – 2019
- 2019
- [j45]Pu Wang, Hui Wang, Ruqiang Yan:
Bearing Degradation Evaluation Using Improved Cross Recurrence Quantification Analysis and Nonlinear Auto-Regressive Neural Network. IEEE Access 7: 38937-38946 (2019) - [j44]Pu Wang, Borui Hou, Siyu Shao, Ruqiang Yan:
ECG Arrhythmias Detection Using Auxiliary Classifier Generative Adversarial Network and Residual Network. IEEE Access 7: 100910-100922 (2019) - [j43]Siyu Shao, Pu Wang, Ruqiang Yan:
Generative adversarial networks for data augmentation in machine fault diagnosis. Comput. Ind. 106: 85-93 (2019) - [j42]Ruqiang Yan, Xuefeng Chen, Peng Wang, Darian M. Onchis:
Deep learning for fault diagnosis and prognosis in manufacturing systems. Comput. Ind. 110: 1-2 (2019) - [j41]Jingxia Zhang, Ruqiang Yan:
Centralized Energy-Efficient Clustering Routing Protocol for Mobile Nodes in Wireless Sensor Networks. IEEE Commun. Lett. 23(7): 1215-1218 (2019) - [j40]Liangdong Yang, Jinxin Liu, Ruqiang Yan, Xuefeng Chen:
Spline adaptive filter with arctangent-momentum strategy for nonlinear system identification. Signal Process. 164: 99-109 (2019) - [j39]Chuang Sun, Meng Ma, Zhibin Zhao, Shaohua Tian, Ruqiang Yan, Xuefeng Chen:
Deep Transfer Learning Based on Sparse Autoencoder for Remaining Useful Life Prediction of Tool in Manufacturing. IEEE Trans. Ind. Informatics 15(4): 2416-2425 (2019) - [j38]Siyu Shao, Stephen McAleer, Ruqiang Yan, Pierre Baldi:
Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning. IEEE Trans. Ind. Informatics 15(4): 2446-2455 (2019) - [j37]Meng Ma, Chuang Sun, Xuefeng Chen, Xingwu Zhang, Ruqiang Yan:
A Deep Coupled Network for Health State Assessment of Cutting Tools Based on Fusion of Multisensory Signals. IEEE Trans. Ind. Informatics 15(12): 6415-6424 (2019) - [j36]Siliang Lu, Ruqiang Yan, Yongbin Liu, Qunjing Wang:
Tacholess Speed Estimation in Order Tracking: A Review With Application to Rotating Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. 68(7): 2315-2332 (2019) - [j35]Peng Dai, Yuan Yang, Manyi Wang, Ruqiang Yan:
Combination of DNN and Improved KNN for Indoor Location Fingerprinting. Wirel. Commun. Mob. Comput. 2019: 4283857:1-4283857:9 (2019) - [c14]Hui Wang, Jiawen Xu, Ruqiang Yan:
Bearing Fault Diagnosis Based on Visual Symmetrized Dot Pattern and CNNs. I2MTC 2019: 1-6 - [c13]Shuming Wu, Xuefeng Chen, Pete Russhard, Ruqiang Yan, Shaohua Tian, Shibin Wang, Zhibin Zhao:
Blade Tip Timing: from Raw Data to Parameters Identification. I2MTC 2019: 1-5 - [c12]Jingxia Zhang, Ruqiang Yan:
Multi-objective Distributed Clustering Algorithm in Wireless Sensor Networks Using the Analytic Hierarchy Process. SNPD 2019: 88-93 - [i3]Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao:
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis. CoRR abs/1911.07925 (2019) - [i2]Zhibin Zhao, Qiyang Zhang, Xiaolei Yu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen:
Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study. CoRR abs/1912.12528 (2019) - 2018
- [j34]Ruqiang Yan:
TC-39 measurements in power systems [Society News]. IEEE Instrum. Meas. Mag. 21(2): 36 (2018) - [j33]Jing Meng, Liye Zhao, Fei Shen, Ruqiang Yan:
Gear fault diagnosis based on recurrence network. J. Intell. Fuzzy Syst. 34(6): 3651-3660 (2018) - [j32]Rui Zhao, Dongzhe Wang, Ruqiang Yan, Kezhi Mao, Fei Shen, Jinjiang Wang:
Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks. IEEE Trans. Ind. Electron. 65(2): 1539-1548 (2018) - [j31]Zhaohui Du, Xuefeng Chen, Han Zhang, Ruqiang Yan, Wotao Yin:
Learning Collaborative Sparsity Structure via Nonconvex Optimization for Feature Recognition. IEEE Trans. Ind. Informatics 14(10): 4417-4430 (2018) - [c11]Xiaonan Liu, Wenjin Chen, Jie Liu, Weihua Li, Ruqiang Yan:
Electric vehicle battery temperature measuring method based on magnetic nanoparticles. I2MTC 2018: 1-5 - [c10]Borui Hou, Ruqiang Yan:
Convolutional Auto-Encoder Based Deep Feature Learning for Finger-Vein Verification. MeMeA 2018: 1-5 - 2017
- [j30]Rui Zhao, Ruqiang Yan, Jinjiang Wang, Kezhi Mao:
Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks. Sensors 17(2): 273 (2017) - [j29]Fei Shen, Ruqiang Yan:
Design and Implementation of a Hypothermic Machine Perfusion Device for Clinical Preservation of Isolated Organs. Sensors 17(6): 1256 (2017) - [j28]Wenjun Sun, Rui Zhao, Ruqiang Yan, Siyu Shao, Xuefeng Chen:
Convolutional Discriminative Feature Learning for Induction Motor Fault Diagnosis. IEEE Trans. Ind. Informatics 13(3): 1350-1359 (2017) - [j27]Alessandra Flammini, Ruqiang Yan, Huang-Chen Lee:
Special Issue on The 2016 IEEE International Instrumentation and Measurement Technology Conference. IEEE Trans. Instrum. Meas. 66(5): 850-851 (2017) - [c9]Borui Hou, Ruqiang Yan, Xuefeng Chen, Yanmeng Liu:
Bearing fault diagnosis using wavelet domain operator-based signal separation. I2MTC 2017: 1-5 - [c8]Li Zhang, Ruqiang Yan, Hanghang Sun, Yuning Qian:
A wireless general air-conditioner remote-controller for smart homes. ICST 2017: 1-6 - 2016
- [j26]Ruqiang Yan, Xiang Li, Zhangwei Chen, Qi Xu, Xuefeng Chen:
Improving calibration accuracy of a vibration sensor through a closed loop measurement system. IEEE Instrum. Meas. Mag. 19(1): 42-46 (2016) - [j25]Ruqiang Yan:
Instrumentation and measurement around the world: Region 10 [Guest Editorial]. IEEE Instrum. Meas. Mag. 19(2): 5 (2016) - [j24]Xuefeng Chen, Ruqiang Yan, Yanmeng Liu:
Wind turbine condition monitoring and fault diagnosis in China. IEEE Instrum. Meas. Mag. 19(2): 22-28 (2016) - [j23]Yuning Qian, Ruqiang Yan:
Gearbox Fault Diagnosis in a Wind Turbine Using Single Sensor Based Blind Source Separation. J. Sensors 2016: 6971952:1-6971952:14 (2016) - [j22]Xingwu Zhang, Chenxi Wang, Robert X. Gao, Ruqiang Yan, Xuefeng Chen, Shibin Wang:
A Novel Hybrid Error Criterion-Based Active Control Method for on-Line Milling Vibration Suppression with Piezoelectric Actuators and Sensors. Sensors 16(1): 68 (2016) - [c7]Chuang Sun, Peng Wang, Ruqiang Yan, Robert X. Gao:
A sparse approach to fault severity classification for gearbox monitoring. FUSION 2016: 2303-2308 - [c6]Dongyu Wu, Peng Wang, Xingwu Zhang, Ruqiang Yan, Robert X. Gao:
A correlation-based approach to trustworthy sensing for cyber-physical systems. I2MTC 2016: 1-6 - [c5]Xueliang Yang, Ruqiang Yan, Robert X. Gao:
Induction motor fault diagnosis based on ensemble classifiers. I2MTC 2016: 1-5 - [i1]Rui Zhao, Ruqiang Yan, Zhenghua Chen, Kezhi Mao, Peng Wang, Robert X. Gao:
Deep Learning and Its Applications to Machine Health Monitoring: A Survey. CoRR abs/1612.07640 (2016) - 2015
- [j21]Liye Zhao, Lei Wang, Ruqiang Yan:
Rolling Bearing Fault Diagnosis Based on Wavelet Packet Decomposition and Multi-Scale Permutation Entropy. Entropy 17(9): 6447-6461 (2015) - [j20]Ruqiang Yan:
The IEEE IMS Chapter Nanjing/Shanghai/Wuhan Jt. sections. IEEE Instrum. Meas. Mag. 18(2): 41 (2015) - [j19]Zhaohui Du, Xuefeng Chen, Han Zhang, Ruqiang Yan:
Sparse Feature Identification Based on Union of Redundant Dictionary for Wind Turbine Gearbox Fault Diagnosis. IEEE Trans. Ind. Electron. 62(10): 6594-6605 (2015) - [j18]Yuning Qian, Ruqiang Yan:
Remaining Useful Life Prediction of Rolling Bearings Using an Enhanced Particle Filter. IEEE Trans. Instrum. Meas. 64(10): 2696-2707 (2015) - [c4]Xueliang Yang, Ruqiang Yan, Robert X. Gao:
Induction motor fault diagnosis using multiple class feature selection. I2MTC 2015: 256-260 - 2014
- [j17]Ruqiang Yan, Robert X. Gao, Xuefeng Chen:
Wavelets for fault diagnosis of rotary machines: A review with applications. Signal Process. 96: 1-15 (2014) - [j16]Darian M. Onchis, Ruqiang Yan, Pavel Rajmic:
Time-frequency methods for condition based maintenance and modal analysis. Signal Process. 96: iv-v (2014) - [j15]Yuning Qian, Ruqiang Yan, Shijie Hu:
Bearing Degradation Evaluation Using Recurrence Quantification Analysis and Kalman Filter. IEEE Trans. Instrum. Meas. 63(11): 2599-2610 (2014) - 2013
- [j14]Hong Zeng, Aiguo Song, Ruqiang Yan, Hongyun Qin:
EOG Artifact Correction from EEG Recording Using Stationary Subspace Analysis and Empirical Mode Decomposition. Sensors 13(11): 14839-14859 (2013) - [j13]Renhuan Yang, Xu Li, Aiguo Song, Bin He, Ruqiang Yan:
A 3-D Reconstruction Solution to Current Density Imaging Based on Acoustoelectric Effect by Deconvolution: A Simulation Study. IEEE Trans. Biomed. Eng. 60(5): 1181-1190 (2013) - [j12]Ruqiang Yan, Hanghang Sun, Yuning Qian:
Energy-Aware Sensor Node Design With Its Application in Wireless Sensor Networks. IEEE Trans. Instrum. Meas. 62(5): 1183-1191 (2013) - [c3]Jingjing Meng, Yuning Qian, Ruqiang Yan:
Pulse signal analysis based on wavelet packet transform and hidden Markov model estimation. I2MTC 2013: 671-675 - [c2]Yuning Qian, Shijie Hu, Ruqiang Yan:
Bearing performance degradation evaluation using recurrence quantification analysis and auto-regression model. I2MTC 2013: 1713-1716 - 2012
- [j11]Ruqiang Yan, Rui Zhao, Robert X. Gao:
Noise-assisted data processing in measurement science: Part one part 40 in a series of tutorials on instrumentation and measurement. IEEE Instrum. Meas. Mag. 15(5): 41-44 (2012) - [j10]Ruqiang Yan, Rui Zhao, Robert X. Gao:
Noise-assisted data processing in measurement science: Part two. IEEE Instrum. Meas. Mag. 15(6): 32-35 (2012) - [j9]Abhijit Kadrolkar, Robert X. Gao, Ruqiang Yan, Weibo Gong:
Variable-Word-Length Coding for Energy-Aware Signal Transmission. IEEE Trans. Instrum. Meas. 61(4): 850-864 (2012) - 2011
- [j8]Arnaz Malhi, Ruqiang Yan, Robert X. Gao:
Prognosis of Defect Propagation Based on Recurrent Neural Networks. IEEE Trans. Instrum. Meas. 60(3): 703-711 (2011) - 2010
- [j7]Ruqiang Yan, Yongbin Liu, Robert X. Gao:
Correlation Dimension Analysis: A Non-linear Time Series Analysis for Data Processing. IEEE Instrum. Meas. Mag. 13(6): 19-25 (2010)
2000 – 2009
- 2009
- [j6]Changting Wang, Robert X. Gao, Ruqiang Yan, Arnaz Malhi:
Rolling bearing defect severity assessment under varying operating conditions. Int. J. Manuf. Res. 4(1): 37-56 (2009) - [j5]Ruqiang Yan, Robert X. Gao:
Base Wavelet Selection for Bearing Vibration Signal Analysis. Int. J. Wavelets Multiresolution Inf. Process. 7(4): 411-426 (2009) - [j4]Ruqiang Yan, Robert X. Gao:
Energy-Based Feature Extraction for Defect Diagnosis in Rotary Machines. IEEE Trans. Instrum. Meas. 58(9): 3130-3139 (2009) - 2006
- [j3]Robert X. Gao, Ruqiang Yan:
Non-stationary signal processing for bearing health monitoring. Int. J. Manuf. Res. 1(1): 18-40 (2006) - [j2]Ruqiang Yan, Robert X. Gao:
Hilbert-Huang Transform-Based Vibration Signal Analysis for Machine Health Monitoring. IEEE Trans. Instrum. Meas. 55(6): 2320-2329 (2006) - [c1]Robert X. Gao, Changting Wang, Ruqiang Yan, Arnaz Malhi:
A Neural Network Approach to Bearing Health Assessment. IJCNN 2006: 899-906 - 2004
- [j1]Ruqiang Yan, Robert X. Gao:
Complexity as a measure for machine health evaluation. IEEE Trans. Instrum. Meas. 53(4): 1327-1334 (2004)
Coauthor Index
[j142] [j140] [j137] [j136] [j132] [j130] [j129] [j128] [j127] [j126] [c32] [j123] [j122] [j120] [j118] [j117] [j116] [j113] [j110] [j109] [j108] [j107] [j103] [c28] [c26] [j100] [j98] [j97] [j96] [j92] [j90] [j89] [i6] [j87] [j86] [j85] [j83] [j81] [j77] [j76] [j73] [j71] [j68] [j67] [j66] [j65] [j63] [c22] [c21] [c20] [j62] [j58] [j56] [j54] [j52] [j49] [c18] [c16] [c15] [i5] [j42] [j40] [j39] [j37] [c13] [i3] [i2] [j31] [j28] [c9] [j26] [j24] [j22] [j19] [j17]
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