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杜文辽 cover

杜文辽 (Wenliao Du)

zhengzhou university of light industry

18H-index
139Paper Count
1.3KCitation Count
Published Papers 34
Publication Date
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One-class deep feature extraction of nonlinear independent components for gearbox anomaly detection
errApplied Soft Computing
IF6.6
err2026-07-21
err0
PREAI
errXiaoyun Gong; Mengxuan Hao; Chuan Li; Wenliao Du; Ziqiang Pu
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An improved hypergraph convolutional network based on multi-channel fusion signals for semi-supervised fault diagnosis of autonomous underwater vehicle thrusters
errMeasurement Science and Technology
IF3.4
err2026-04-27
err0
PREAI
errYiyuan Gao; Xuezheng Wang; Wenliao Du; Yanli Ma; Xiaoyun Gong; Hongchao Wang; Dongdong Hou; Liang Gong
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errSave
Multiscale dynamic weighted multidimensional joint residual convolutional autoencoder-based rotating machinery signal denoising
errMeasurement Science and Technology
IF3.4
err2026-02-11
err0
PREAI
errLingkai Yang; Hongchao Wang; Xiaoyun Gong; Feng Zhao; Wenbin He; Chuan Li; Yongqiang Wang; Wenliao Du
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errSave
Multi-scale wavelet decomposition and feature fusion for rotating machinery fault diagnosis under multi-level class imbalance
errMechanical Systems and Signal Processing
IF8.9
err2025-09-29
err0
PREAI
errZhen Guo; Wenliao Du; Chuan Li; Yannan Yu; Tao Hu; Shuai Wang; Zhiping Liu
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errSave
Fault diagnosis of Autonomous Underwater Vehicle thruster based on semi supervised interference suppression network
errOcean Engineering
IF5.5
err2025-09-02
err0
PREAI
errHongchao Wang; Guoqing Xue; Bowen Liu; Jianwen Jiang; Li Yu; Simin Li; Wenliao Du
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errSave
Small sample fault diagnosis method based on dual convolutional kernel feature fusion and channel attention weighted temporal convolutional network (DCK-CAM-TCN)
errJOURNAL OF VIBROENGINEERING
IF0.9
err2025-09-01
err0
errOAAI
errLuo, Shuangqiang; Gong, Xiaoyun; Du, Wenliao; Wang, Liangwen; Feng, Kunpeng; Qian, Yahong
errShare
errSave
Channel attention residual transfer learning with LLM fine-tuning for few-shot fault diagnosis in autonomous underwater vehicle propellers
errOCEAN ENGINEERING
IF5.5
err2025-06-01
err0
PREAI
errDu, Wenliao; Yu, Xinlong; Guo, Zhen; Wang, Hongchao; Gao, Yiyuan; Li, Guanghua; Li, Chuan
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errSave
Self-supervised contrastive learning with time-frequency consistency for few-shot bearing fault diagnosis
errMEASUREMENT SCIENCE AND TECHNOLOGY
IF3.4
err2025-05-27
err0
PREAI
errGong, Xiaoyun; Wei, Yage; Du, Wenliao; Gao, Yiyuan; Guan, Tengfei
errShare
errSave
Fault diagnosis of rotating machinery with high-dimensional imbalance samples based on wavelet random forest
errMEASUREMENT
IF5.6
err2025-05-01
err0
PREAI
errGuo, Zhen; Du, Wenliao; Li, Chuan; Guo, Xibin; Liu, Zhiping
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errSave
Few-shot sample multi-class incremental fault diagnosis for gearbox based on convolutional-attention fusion network
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-03-01
err0
PREAI
errGuo, Zhen; Du, Wenliao; Liu, Zhiping; Hu, Tao; Yu, Yannan; Li, Chuan
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errSave
Virtual-real mapping for the scraper conveyor S-shaped bending in a fully mechanized mining face production system based on digital twin
errINTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING
IF4
err2025-02-07
err0
PREAI
errWang, Haoqi; Wang, Feifan; Li, Hao; Zhang, Xingfu; He, Wenbin; Chen, Tao; Zhang, Yingdong; Shi, Yongsheng; Du, Wenliao
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errSave
Reliability evaluation of rolling bearings based on generative adversarial network sample enhancement and maximum entropy method
errSCIENTIFIC REPORTS
IF3.9
err2024-12-28
err1
errOAAI
errMeng, Fannian; Wang, Liujie; Li, Hao; Du, Wenliao; Gong, Xiaoyun; Wu, Changjun; Luo, Shuangqiang
errShare
errSave
Dual-loss nonlinear independent component estimation for augmenting explainable vibration samples of rotating machinery faults
errNEUROCOMPUTING
IF6.5
err2024-12-01
err1
PREAI
errGong, Xiaoyun; Hao, Mengxuan; Li, Chuan; Du, Wenliao; Pu, Ziqiang
errShare
errSave
A gradient-enhanced physics-informed neural networks method for the wave equation
errENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS
IF4.1
err2024-09-01
err65
PREAI
errXie, Guizhong; Fu, Beibei; Li, Hao; Du, Wenliao; Zhong, Yudong; Wang, Liangwen; Geng, Hongrui; Zhang, Ji; Si, Liang
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errSave
Squeeze-and-excitation attention residual learning of propulsion fault features for diagnosing autonomous underwater vehicles
errJOURNAL OF FIELD ROBOTICS
IF5.2
err2024-07-31
err1
PREAI
errDu, Wenliao; Yu, Xinlong; Guo, Zhen; Wang, Hongchao; Pu, Ziqiang; Li, Chuan
errShare
errSave
Automatic segmentation of spine x-ray images based on multiscale feature enhancement network
errMEDICAL PHYSICS
IF3.2
err2024-06-30
err0
PREAI
errDu, Wenliao; Liu, Zhenlei; Fei, Heyong; Yu, Jianan; Duan, Xingyu; Liao, Wensheng; Ji, Lianqing
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errSave
Data augmentation on fault diagnosis of wind turbine gearboxes with an enhanced flow-based generative model
errMEASUREMENT
IF5.6
err2024-02-01
err7
PREAI
errDu, Wenliao; Zhu, Pengxiang; Pu, Ziqiang; Gong, Xiaoyun; Li, Chuan
errShare
errSave
Maximum capacity and state of health estimation based on equivalent circuit model for degraded battery
errPROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE
IF1.7
err2023-12-22
err0
PREAI
errZhang, Xiaodong; Wang, Hongchao; Du, Wenliao
errShare
errSave
Adaptive Feature Utilization With Separate Gating Mechanism and Global Temporal Convolutional Network for Remaining Useful Life Prediction
errIEEE SENSORS JOURNAL
IF4.5
err2023-09-15
err17
PREAI
errXia, Pengcheng; Huang, Yixiang; Qin, Chengjin; Xiao, Dengyu; Gong, Liang; Liu, Chengliang; Du, Wenliao
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errSave
Fault Diagnosis of Rotating Machinery Based on 1D-2D Joint Convolution Neural Network
errIEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF7.2
err2023-05-01
err29
PREAI
errDu, Wenliao; Hu, Pengjie; Wang, Hongchao; Gong, Xiaoyun; Wang, Shuangyuan
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errSave

Research Directions

机械装备智能运维，机械系统信号处理，机械动力学
Co-authors
Cooperation Journals
M
Michael Pecht
H-index: 104 · Papers: 1.5K
李
李灏 (Hao Li)
H-index: 69 · Papers: 519
C
Chuan Li
H-index: 68 · Papers: 698
H
Hao Li
H-index: 58 · Papers: 1.0K
刘
刘成良 (Chengliang Liu)
H-index: 56 · Papers: 451
View more