Zhifen Zhang

39 papers C 1Journal 28Unranked 10
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
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
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
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
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
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
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
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
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
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
Fetal birthweight prediction with measured data by a temporal machine learning method.
BMC Medical Informatics Decis. Mak.
Jing Tao, Zhenming Yuan, Li Sun, Kai Yu, Zhifen Zhang
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
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
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
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
2017 J jnl
Real-time seam penetration identification in arc welding based on fusion of sound, voltage and spectrum signals.
J. Intell. Manuf.
Zhifen Zhang, Shanben Chen
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
2005 — conf
A Self-organizing Map Method for Optical Fiber Fault Detection and Location.
ISNN (3)
Yi Chai, Wenzhou Dai, Maoyun Guo, Shangfu Li, Zhifen Zhang
2005 J jnl
Abelian integrals and period functions for quasihomogeneous Hamiltonian vector fields.
Appl. Math. Lett.
Yulin Zhao, Zhifen Zhang
2005 — conf
An Artificial Neural Network Method for Map Correction.
ISNN (3)
Yi Chai, Maoyun Guo, Shangfu Li, Zhifen Zhang, Dalong Feng