Guangrui Wen

57 papers C 1Journal 44Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A physics-constrained Bayesian neural network for machinery remaining useful life prediction and uncertainty quantification.
Reliab. Eng. Syst. Saf.
Enxiu Wang, Zihao Lei, Guangrui Wen, Zimin Liu, Yu Su, Zhifen Zhang, Xuefeng Chen
2026 J jnl
Deep digital twin-powered large vision-language model for multi-scenario industrial fault diagnosis.
Adv. Eng. Informatics
Quanning Xu, Guangrui Wen, Zihao Lei, Shulong Gu, Yu Su, Zhifen Zhang, Xuefeng Chen
2026 J jnl
Lightweight cost-sensitive multi-expert dual knowledge transfer network for imbalanced fault diagnosis.
Eng. Appl. Artif. Intell.
Shuaiqing Deng, Guangrui Wen, Zihao Lei, Xiangfeng Zhang, Hong Jiang, Zhenyi Chen, Xuefeng Chen
2026 J jnl
Self-data-driven remaining useful life prediction of rotating machinery under time-varying operating conditions based on a two-stage hybrid state-space model.
Reliab. Eng. Syst. Saf.
Zimin Liu, Zihao Lei, Guangrui Wen, Enxiu Wang, Yu Su, Zhifen Zhang, Xuefeng Chen
2026 J jnl
Variable-scale acoustic texture image and interpretable filter convolutional networks for defect monitoring in laser powder bed fusion.
Expert Syst. Appl.
Shuai Zhang, Zhifen Zhang, Rui Qin, Jie Wang, Jing Huang, Zhiwen Li, Yu Su, Guangrui Wen, Qi Zhang, Xuefeng Chen
2026 J jnl
Virtual-physical mapping network-driven digital twin for intelligent fault diagnosis with imbalanced samples.
Comput. Ind. Eng.
Quanning Xu, Guangrui Wen, Zihao Lei, Qing Ni, Ke Feng, Rui Qin, Jing Huang, Xuefeng Chen
2025 J jnl
Anomaly detection of machinery under time-varying operating conditions based on state-space and neural network modeling.
Adv. Eng. Informatics
Zimin Liu, Zihao Lei, Guangrui Wen, Yue Xi, Yu Su, Ke Feng, Xuefeng Chen
2025 J jnl
Disturbance-Compensation-Based Predictive Sliding Mode Control for Aero-Engine Networked Systems With Multiple Uncertainties.
IEEE Trans Autom. Sci. Eng.
Pengtao Song, Qingyu Yang, Donghe Li, Guangrui Wen, Zhifen Zhang, Jingbo Peng
2025 J jnl
Explainable deep learning framework for residual stress monitoring in laser shock peening via acoustic emission.
J. Ind. Inf. Integr.
Rui Qin, Zhifen Zhang, James M. Griffin, Jie Wang, Guangrui Wen, Weifeng He, Xuefeng Chen, Jing Huang
2025 J jnl
Incorporating machine learning in shot peening and laser peening: A review and beyond.
Adv. Eng. Informatics
Rui Qin, Zhifen Zhang, James M. Griffin, Jing Huang, Guangrui Wen, Weifeng He, Xuefeng Chen
2025 J jnl
Koopman-Informed Neural Network for Machinery's Nonlinear Dynamics Learning and Remaining Useful Life Prediction.
IEEE Trans. Instrum. Meas.
Enxiu Wang, Haoxuan Zhou, Guangrui Wen, Zimin Liu, Xuefeng Chen
2025 J jnl
MelNet: an end-to-end adaptive network with adjustable frequency for preprocessing-free broadband acoustic emission signals.
Inf. Fusion
Jing Huang, Rui Qin, Zhifen Zhang, Zhengyao Du, Shuai Zhang, Yu Su, Guangrui Wen, Wei Cheng, Xuefeng Chen
2025 J jnl
Sharpness-aware multidomain imbalance generalization with external adversarial learning and intrinsic balanced entropy regularization for intelligent fault diagnosis.
Eng. Appl. Artif. Intell.
Shuaiqing Deng, Zihao Lei, Guangrui Wen, Yu Su, Zhifen Zhang, Houcheng Su, Xuefeng Chen, Chunsheng Yang
2025 J jnl
Unsupervised Fault Detection Method via Time-Series Segmentation and Contrastive Masking Learning.
IEEE Trans. Instrum. Meas.
Yue Xi, Zihao Lei, Guangrui Wen, Zimin Liu, Yu Su, Zhifen Zhang, Xuefeng Chen
2025 J jnl
Unsupervised anomaly detection of machines operating under time-varying conditions: DCD-VAE enabled feature disentanglement of operating conditions and states.
Reliab. Eng. Syst. Saf.
Haoxuan Zhou, Bingsen Wang, Enrico Zio, Zihao Lei, Guangrui Wen, Xuefeng Chen
2025 J jnl
Unsupervised graph transfer network with hybrid attention mechanism for fault diagnosis under variable operating conditions.
Reliab. Eng. Syst. Saf.
Zihao Lei, Feiyu Tian, Yu Su, Guangrui Wen, Ke Feng, Xuefeng Chen, Michael Beer, Chunsheng Yang
2025 J jnl
WamGLM: A multimodal large-scale language model for wafer map defect information in-depth query through multi-turn dialogue based on prototypical supervised contrastive learning.
Appl. Soft Comput.
Shulong Gu, Zihao Lei, Guangrui Wen, Quanning Xu, Zhaojun Steven Li, Xuefeng Chen, Chunsheng Yang
2024 J jnl
A novel physically interpretable end-to-end network for stress monitoring in laser shock peening.
Comput. Ind.
Rui Qin, Zhifen Zhang, Jing Huang, Zhengyao Du, Xianwen Xiang, Jie Wang, Guangrui Wen, Weifeng He
2024 J jnl
Bearing performance degradation assessment using adversarial fusion convolutional autoencoder based on multi-source information.
Trans. Inst. Meas. Control
Enxiu Wang, Haoxuan Zhou, Guangrui Wen, Ziling Huang, Zimin Liu, Xuefeng Chen
2024 J jnl
Deciphering laser shock peening quality monitoring: Wavelet-driven network with interpretability.
Adv. Eng. Informatics
Rui Qin, Zhifen Zhang, Jing Huang, Zhengyao Du, Xizhang Chen, Yu Su, Guangrui Wen, Weifeng He, Xuefeng Chen
2024 J jnl
Knowledge Distillation-Guided Cost-Sensitive Ensemble Learning Framework for Imbalanced Fault Diagnosis.
IEEE Internet Things J.
Shuaiqing Deng, Zihao Lei, Guangrui Wen, Zhaojun Steven Li, Yongchao Zhang, Ke Feng, Xuefeng Chen
2024 J jnl
Remaining Useful Life Prediction Method Based on Multisensor Fusion Under Time-Varying Operating Conditions.
IEEE Trans. Instrum. Meas.
Xin Huang, Wenwu Chen, Dingrong Qu, Shidong Qu, Guangrui Wen
2023 J jnl
A Novel Approach for Surface Integrity Monitoring in High-Energy Nanosecond-Pulse Laser Shock Peening: Acoustic Emission and Hybrid-Attention CNN.
IEEE Trans. Ind. Informatics
Zhifen Zhang, Rui Qin, Geng Li, Zhengyao Du, Guangrui Wen, Weifeng He
2023 J jnl
A Synchronous Holo-Balancing Method for Flexible Rotors Based on the Modified Initial Phase Vector.
Inf. Fusion
Zihao Lei, Hongming Chen, Guangrui Wen, Ke Feng, Zheng Liu, Ruqiang Yan, Xuefeng Chen
2023 J jnl
Hybrid system response model for condition monitoring of bearings under time-varying operating conditions.
Reliab. Eng. Syst. Saf.
Haoxuan Zhou, Bingsen Wang, Enrico Zio, Guangrui Wen, Zimin Liu, Yu Su, Xuefeng Chen
2023 J jnl
Lightweight Neural Network Architecture for Pipeline Weld Crack Leakage Monitoring Using Acoustic Emission.
IEEE Trans. Instrum. Meas.
Jing Huang, Zhifen Zhang, Rui Qin, Yanlong Yu, Guangrui Wen, Wei Cheng, Xuefeng Chen
2023 J jnl
Surface stress monitoring of laser shock peening using AE time-scale texture image and multi-scale blueprint separable convolutional networks with attention mechanism.
Expert Syst. Appl.
Rui Qin, Zhifen Zhang, Jing Huang, Jie Wang, Zhengyao Du, Guangrui Wen, Weifeng He
2022 J jnl
A Multisource Dense Adaptation Adversarial Network for Fault Diagnosis of Machinery.
IEEE Trans. Ind. Electron.
Ziling Huang, Zihao Lei, Guangrui Wen, Xin Huang, Haoxuan Zhou, Ruqiang Yan, Xuefeng Chen
2022 J jnl
Construction of health indicators for condition monitoring of rotating machinery: A review of the research.
Expert Syst. Appl.
Haoxuan Zhou, Xin Huang, Guangrui Wen, Zihao Lei, Shuzhi Dong, Ping Zhang, Xuefeng Chen
2022 J jnl
Observer-based output feedback control for networked systems with dual-channel event-triggered sampling and quantization.
J. Frankl. Inst.
Pengtao Song, Qingyu Yang, Guangrui Wen, Zhifen Zhang
2022 J jnl
Online Evaluation of Surface Hardness for Aluminum Alloy in LSP Using Modal Acoustic Emission.
IEEE Trans. Instrum. Meas.
Zhifen Zhang, Rui Qin, Geng Li, Zimin Liu, Guangrui Wen, Weifeng He
2021 J jnl
A Novel Convolutional Neural Network Based on Time-Frequency Spectrogram of Arc Sound and Its Application on GTAW Penetration Classification.
IEEE Trans. Ind. Informatics
Wenjing Ren, Guangrui Wen, Bin Xu, Zhifen Zhang
2021 J jnl
A Novel Multiscale Lightweight Fault Diagnosis Model Based on the Idea of Adversarial Learning.
IEEE Trans. Instrum. Meas.
Ping Zhang, Guangrui Wen, Shuzhi Dong, Hailong Lin, Xin Huang, Xiaojun Tian, Xuefeng Chen
2021 J jnl
An Intelligent Fault Diagnosis Method Based on Domain Adaptation and Its Application for Bearings Under Polytropic Working Conditions.
IEEE Trans. Instrum. Meas.
Zihao Lei, Guangrui Wen, Shuzhi Dong, Xin Huang, Haoxuan Zhou, Zhifen Zhang, Xuefeng Chen
2021 J jnl
In-Situ Monitoring of Laser Additive Manufacturing for Al7075 Alloy Using Emission Spectroscopy and Plume Imaging.
IEEE Access
Wenjing Ren, Zhifen Zhang, Yi Lu, Guangrui Wen, Jyoti Mazumder
2021 J jnl
Memory Residual Regression Autoencoder for Bearing Fault Detection.
IEEE Trans. Instrum. Meas.
Xin Huang, Guangrui Wen, Shuzhi Dong, Haoxuan Zhou, Zihao Lei, Zhifen Zhang, Xuefeng Chen
2021 J jnl
Protection Devices in Commercial 18650 Lithium-Ion Batteries.
IEEE Access
Bin Xu, Lingxi Kong, Guangrui Wen, Michael G. Pecht
2021 J jnl
Real-Time Measurement of Seam Strength Using Optical Spectroscopy for Al-Li Alloy in Laser Beam Welding.
IEEE Trans. Instrum. Meas.
Zhifen Zhang, Yiming Huang, Rui Qin, Zihao Lei, Guangrui Wen
2019 — conf
Bearing fault diagnosis under different operating conditions based on cross domain feature projection and domain adaptation.
I2MTC
Shuzhi Dong, Guangrui Wen, Zhifen Zhang
2019 J jnl
Frequency Phase Space Empirical Wavelet Transform for Rolling Bearings Fault Diagnosis.
IEEE Access
Xin Huang, Guangrui Wen, Lin Liang, Zhifen Zhang, Yuan Tan
2019 J jnl
Multiple squeezes from adaptive chirplet transform.
Signal Process.
Xiangxiang Zhu, Zhuosheng Zhang, Zhen Li, Jinghuai Gao, Xin Huang, Guangrui Wen
2019 J jnl
Rolling Bearing Incipient Degradation Monitoring and Performance Assessment Based on Signal Component Tracking.
IEEE Access
Shuzhi Dong, Guangrui Wen, Zhifen Zhang, Yujiao Yuan, Jianqing Luo
2019 J jnl
Synchroextracting chirplet transform for accurate IF estimate and perfect signal reconstruction.
Digit. Signal Process.
Xiangxiang Zhu, Zhuosheng Zhang, Jinghuai Gao, Bei Li, Zhen Li, Xin Huang, Guangrui Wen
2018 J jnl
Audible Sound-Based Intelligent Evaluation for Aluminum Alloy in Robotic Pulsed GTAW: Mechanism, Feature Selection, and Defect Detection.
IEEE Trans. Ind. Informatics
Zhifen Zhang, Guangrui Wen, Shanben Chen
2018 C conf
Seam Penetration Recognition for GTAW Using Convolutional Neural Network Based on Time-Frequency Image of Arc Sound.
ETFA
Wenjing Ren, Guangrui Wen, Shijie Liu, Zhe Yang, Bin Xu, Zhifen Zhang
2017 — conf
Porosity defect detection based on FastICA-RBF during pulsed TIG welding process.
CASE
Riwei Luan, Guangrui Wen, Ruxin Zhang, Zheng Chen, Zhifen Zhang
2016 — conf
A fault feature classification method for Rotor startup process based on FRFT-PCA.
URAI
Xiaowei Du, Guangrui Wen, Zhifen Zhang
2016 — conf
An easy method of image feature extraction for real-time welding defects detection.
URAI
Zhifen Zhang, Guangrui Wen
2016 — conf
Fault feature extraction for roller bearings based on DTCWPT and SVD.
URAI
Dongqin Fan, Guangrui Wen, Xiaoni Dong, Zhifen Zhang
2016 — conf
Genetic programming-based classification of ferrograph wear particles.
URAI
Bin Xu, Guangrui Wen, Zhifen Zhang, Feng Chen
2016 — conf
Multisensory data fusion technique and its application to welding process monitoring.
ARSO
Zhifen Zhang, Guangrui Wen, Shanben Chen
2016 — conf
Research on rotor condition monitoring based on D-S evidence theory.
URAI
Yuanchao Chen, Guangrui Wen, Xiaoni Dong, Zhifen Zhang
2015 J jnl
EEMD Independent Extraction for Mixing Features of Rotating Machinery Reconstructed in Phase Space.
Sensors
Zaichao Ma, Guangrui Wen, Cheng Jiang
2010 — conf
Application of Partical Swarm Optimization Algorithm in Field Holo-Balancing.
LSMS/ICSEE (1)
Guangrui Wen, Xining Zhang, Ming Zhao
2008 — conf
Application Research of Support Vector Machines in Dynamical System State Forecasting.
ICIC (1)
Guangrui Wen, Jianan Yin, Xining Zhang, Ying Jin
2006 — conf
A New Time Series Forecasting Approach Based on Bayesian Least Risk Principle.
ICNC (1)
Guangrui Wen, Xining Zhang
2005 — conf
A Rapid Response Intelligent Diagnosis Network Using Radial Basis Function Network.
ISNN (3)
Guangrui Wen, Liangsheng Qu, Xining Zhang