A Rapid Response Intelligent Diagnosis Network Using Radial Basis Function Network. - Guangrui Wen; Liangsheng Qu; Xining Zhang (ISNN (3), 2005)

A New Time Series Forecasting Approach Based on Bayesian Least Risk Principle. - Guangrui Wen; Xining Zhang (ICNC (1), 2006)

Application Research of Support Vector Machines in Dynamical System State Forecasting. - Guangrui Wen; Jianan Yin; Xining Zhang; Ying Jin 009 (ICIC (1), 2008)

Application of Partical Swarm Optimization Algorithm in Field Holo-Balancing. - Guangrui Wen; Xining Zhang; Ming Zhao 006 (LSMS/ICSEE (1), 2010)

EEMD Independent Extraction for Mixing Features of Rotating Machinery Reconstructed in Phase Space. - Zaichao Ma; Guangrui Wen; Cheng Jiang (Sensors, 2015)

Multisensory data fusion technique and its application to welding process monitoring. - Zhifen Zhang; Guangrui Wen; Shanben Chen (ARSO, 2016)

Research on rotor condition monitoring based on D-S evidence theory. - Yuanchao Chen; Guangrui Wen; Xiaoni Dong; Zhifen Zhang (URAI, 2016)

A fault feature classification method for Rotor startup process based on FRFT-PCA. - Xiaowei Du; Guangrui Wen; Zhifen Zhang (URAI, 2016)

Fault feature extraction for roller bearings based on DTCWPT and SVD. - Dongqin Fan; Guangrui Wen; Xiaoni Dong; Zhifen Zhang (URAI, 2016)

Genetic programming-based classification of ferrograph wear particles. - Bin Xu; Guangrui Wen; Zhifen Zhang; Feng Chen (URAI, 2016)

An easy method of image feature extraction for real-time welding defects detection. - Zhifen Zhang; Guangrui Wen (URAI, 2016)

Porosity defect detection based on FastICA-RBF during pulsed TIG welding process. - Riwei Luan; Guangrui Wen; Ruxin Zhang; Zheng Chen; Zhifen Zhang (CASE, 2017)

Seam Penetration Recognition for GTAW Using Convolutional Neural Network Based on Time-Frequency Image of Arc Sound. - Wenjing Ren; Guangrui Wen; Shijie Liu; Zhe Yang; Bin Xu; Zhifen Zhang (ETFA, 2018)

Audible Sound-Based Intelligent Evaluation for Aluminum Alloy in Robotic Pulsed GTAW: Mechanism, Feature Selection, and Defect Detection. - Zhifen Zhang; Guangrui Wen; Shanben Chen (IEEE Trans. Ind. Informatics, 2018)

Bearing fault diagnosis under different operating conditions based on cross domain feature projection and domain adaptation. - Shuzhi Dong; Guangrui Wen; Zhifen Zhang (I2MTC, 2019)

Rolling Bearing Incipient Degradation Monitoring and Performance Assessment Based on Signal Component Tracking. - Shuzhi Dong; Guangrui Wen; Zhifen Zhang; Yujiao Yuan; Jianqing Luo (IEEE Access, 2019)

Frequency Phase Space Empirical Wavelet Transform for Rolling Bearings Fault Diagnosis. - Xin Huang 014; Guangrui Wen; Lin Liang; Zhifen Zhang; Yuan Tan (IEEE Access, 2019)

Synchroextracting chirplet transform for accurate IF estimate and perfect signal reconstruction. - Xiangxiang Zhu; Zhuosheng Zhang 002; Jinghuai Gao; Bei Li; Zhen Li 016; Xin Huang 014; Guangrui Wen (Digit. Signal Process., 2019)

Multiple squeezes from adaptive chirplet transform. - Xiangxiang Zhu; Zhuosheng Zhang 002; Zhen Li 016; Jinghuai Gao; Xin Huang 014; Guangrui Wen (Signal Process., 2019)

In-Situ Monitoring of Laser Additive Manufacturing for Al7075 Alloy Using Emission Spectroscopy and Plume Imaging. - Wenjing Ren; Zhifen Zhang; Yi Lu; Guangrui Wen; Jyoti Mazumder (IEEE Access, 2021)

Protection Devices in Commercial 18650 Lithium-Ion Batteries. - Bin Xu; Lingxi Kong; Guangrui Wen; Michael G. Pecht (IEEE Access, 2021)

A Novel Convolutional Neural Network Based on Time-Frequency Spectrogram of Arc Sound and Its Application on GTAW Penetration Classification. - Wenjing Ren; Guangrui Wen; Bin Xu; Zhifen Zhang (IEEE Trans. Ind. Informatics, 2021)

Memory Residual Regression Autoencoder for Bearing Fault Detection. - Xin Huang 014; Guangrui Wen; Shuzhi Dong; Haoxuan Zhou; Zihao Lei; Zhifen Zhang; Xuefeng Chen 002 (IEEE Trans. Instrum. Meas., 2021)

An Intelligent Fault Diagnosis Method Based on Domain Adaptation and Its Application for Bearings Under Polytropic Working Conditions. - Zihao Lei; Guangrui Wen; Shuzhi Dong; Xin Huang 014; Haoxuan Zhou; Zhifen Zhang; Xuefeng Chen 002 (IEEE Trans. Instrum. Meas., 2021)

Real-Time Measurement of Seam Strength Using Optical Spectroscopy for Al-Li Alloy in Laser Beam Welding. - Zhifen Zhang; Yiming Huang; Rui Qin; Zihao Lei; Guangrui Wen (IEEE Trans. Instrum. Meas., 2021)

A Novel Multiscale Lightweight Fault Diagnosis Model Based on the Idea of Adversarial Learning. - Ping Zhang; Guangrui Wen; Shuzhi Dong; Hailong Lin; Xin Huang 014; Xiaojun Tian; Xuefeng Chen 002 (IEEE Trans. Instrum. Meas., 2021)

Construction of health indicators for condition monitoring of rotating machinery: A review of the research. - Haoxuan Zhou; Xin Huang 014; Guangrui Wen; Zihao Lei; Shuzhi Dong; Ping Zhang; Xuefeng Chen 002 (Expert Syst. Appl., 2022)

Observer-based output feedback control for networked systems with dual-channel event-triggered sampling and quantization. - Pengtao Song; Qingyu Yang; Guangrui Wen; Zhifen Zhang (J. Frankl. Inst., 2022)

A Multisource Dense Adaptation Adversarial Network for Fault Diagnosis of Machinery. - Ziling Huang; Zihao Lei; Guangrui Wen; Xin Huang 014; Haoxuan Zhou; Ruqiang Yan 001; Xuefeng Chen 002 (IEEE Trans. Ind. Electron., 2022)

Online Evaluation of Surface Hardness for Aluminum Alloy in LSP Using Modal Acoustic Emission. - Zhifen Zhang; Rui Qin; Geng Li; Zimin Liu; Guangrui Wen; Weifeng He (IEEE Trans. Instrum. Meas., 2022)

A Synchronous Holo-Balancing Method for Flexible Rotors Based on the Modified Initial Phase Vector. - Zihao Lei; Hongming Chen; Guangrui Wen; Ke Feng; Zheng Liu 002; Ruqiang Yan 001; Xuefeng Chen 002 (Inf. Fusion, 2023)

Lightweight Neural Network Architecture for Pipeline Weld Crack Leakage Monitoring Using Acoustic Emission. - Jing Huang; Zhifen Zhang; Rui Qin; Yanlong Yu; Guangrui Wen; Wei Cheng; Xuefeng Chen 002 (IEEE Trans. Instrum. Meas., 2023)

A Novel Approach for Surface Integrity Monitoring in High-Energy Nanosecond-Pulse Laser Shock Peening: Acoustic Emission and Hybrid-Attention CNN. - Zhifen Zhang; Rui Qin; Geng Li; Zhengyao Du; Guangrui Wen; Weifeng He (IEEE Trans. Ind. Informatics, 2023)

Surface stress monitoring of laser shock peening using AE time-scale texture image and multi-scale blueprint separable convolutional networks with attention mechanism. - Rui Qin; Zhifen Zhang; Jing Huang; Jie Wang; Zhengyao Du; Guangrui Wen; Weifeng He (Expert Syst. Appl., 2023)

Hybrid system response model for condition monitoring of bearings under time-varying operating conditions. - Haoxuan Zhou; Bingsen Wang; Enrico Zio; Guangrui Wen; Zimin Liu; Yu Su; Xuefeng Chen 002 (Reliab. Eng. Syst. Saf., 2023)

Deciphering laser shock peening quality monitoring: Wavelet-driven network with interpretability. - Rui Qin; Zhifen Zhang; Jing Huang; Zhengyao Du; Xizhang Chen; Yu Su; Guangrui Wen; Weifeng He; Xuefeng Chen 002 (Adv. Eng. Informatics, 2024)

Remaining Useful Life Prediction Method Based on Multisensor Fusion Under Time-Varying Operating Conditions. - Xin Huang 014; Wenwu Chen; Dingrong Qu; Shidong Qu; Guangrui Wen (IEEE Trans. Instrum. Meas., 2024)

Bearing performance degradation assessment using adversarial fusion convolutional autoencoder based on multi-source information. - Enxiu Wang; Haoxuan Zhou; Guangrui Wen; Ziling Huang; Zimin Liu; Xuefeng Chen 002 (Trans. Inst. Meas. Control, 2024)

A novel physically interpretable end-to-end network for stress monitoring in laser shock peening. - Rui Qin; Zhifen Zhang; Jing Huang; Zhengyao Du; Xianwen Xiang; Jie Wang; Guangrui Wen; Weifeng He (Comput. Ind., 2024)

Knowledge Distillation-Guided Cost-Sensitive Ensemble Learning Framework for Imbalanced Fault Diagnosis. - Shuaiqing Deng; Zihao Lei; Guangrui Wen; Zhaojun Steven Li; Yongchao Zhang 004; Ke Feng; Xuefeng Chen 002 (IEEE Internet Things J., 2024)

Anomaly detection of machinery under time-varying operating conditions based on state-space and neural network modeling. - Zimin Liu; Zihao Lei; Guangrui Wen; Yue Xi; Yu Su; Ke Feng; Xuefeng Chen 002 (Adv. Eng. Informatics, 2025)

Incorporating machine learning in shot peening and laser peening: A review and beyond. - Rui Qin; Zhifen Zhang; James M. Griffin; Jing Huang; Guangrui Wen; Weifeng He; Xuefeng Chen 002 (Adv. Eng. Informatics, 2025)

Sharpness-aware multidomain imbalance generalization with external adversarial learning and intrinsic balanced entropy regularization for intelligent fault diagnosis. - Shuaiqing Deng; Zihao Lei; Guangrui Wen; Yu Su; Zhifen Zhang; Houcheng Su; Xuefeng Chen 002; Chunsheng Yang (Eng. Appl. Artif. Intell., 2025)

MelNet: an end-to-end adaptive network with adjustable frequency for preprocessing-free broadband acoustic emission signals. - Jing Huang; Rui Qin; Zhifen Zhang; Zhengyao Du; Shuai Zhang; Yu Su; Guangrui Wen; Wei Cheng; Xuefeng Chen (Inf. Fusion, 2025)

Explainable deep learning framework for residual stress monitoring in laser shock peening via acoustic emission. - Rui Qin; Zhifen Zhang; James M. Griffin; Jie Wang; Guangrui Wen; Weifeng He; Xuefeng Chen 002; Jing Huang (J. Ind. Inf. Integr., 2025)

Unsupervised graph transfer network with hybrid attention mechanism for fault diagnosis under variable operating conditions. - Zihao Lei; Feiyu Tian; Yu Su; Guangrui Wen; Ke Feng; Xuefeng Chen 002; Michael Beer; Chunsheng Yang (Reliab. Eng. Syst. Saf., 2025)

Unsupervised anomaly detection of machines operating under time-varying conditions: DCD-VAE enabled feature disentanglement of operating conditions and states. - Haoxuan Zhou; Bingsen Wang; Enrico Zio; Zihao Lei; Guangrui Wen; Xuefeng Chen 002 (Reliab. Eng. Syst. Saf., 2025)

Disturbance-Compensation-Based Predictive Sliding Mode Control for Aero-Engine Networked Systems With Multiple Uncertainties. - Pengtao Song; Qingyu Yang; Donghe Li; Guangrui Wen; Zhifen Zhang; Jingbo Peng (IEEE Trans Autom. Sci. Eng., 2025)

Koopman-Informed Neural Network for Machinery's Nonlinear Dynamics Learning and Remaining Useful Life Prediction. - Enxiu Wang; Haoxuan Zhou; Guangrui Wen; Zimin Liu; Xuefeng Chen 002 (IEEE Trans. Instrum. Meas., 2025)

Unsupervised Fault Detection Method via Time-Series Segmentation and Contrastive Masking Learning. - Yue Xi; Zihao Lei; Guangrui Wen; Zimin Liu; Yu Su; Zhifen Zhang; Xuefeng Chen 002 (IEEE Trans. Instrum. Meas., 2025)

Variable-scale acoustic texture image and interpretable filter convolutional networks for defect monitoring in laser powder bed fusion. - Shuai Zhang; Zhifen Zhang; Rui Qin; Jie Wang; Jing Huang; Zhiwen Li; Yu Su; Guangrui Wen; Qi Zhang; Xuefeng Chen 002 (Expert Syst. Appl., 2026)