Wenliao Du - Publications, H-index & Citations

杜文辽 (Wenliao Du)

zhengzhou university of light industry

18H指数

139论文数

1.3K被引数

收录论文 34

发表时间

One-class deep feature extraction of nonlinear independent components for gearbox anomaly detection 非线性独立分量的一类深度特征提取用于齿轮箱异常检测

Applied Soft Computing

IF6.6

2026-07-21

PREAI

Xiaoyun Gong; Mengxuan Hao; Chuan Li; Wenliao Du; Ziqiang Pu

An improved hypergraph convolutional network based on multi-channel fusion signals for semi-supervised fault diagnosis of autonomous underwater vehicle thrusters 基于多通道融合信号改进的超图卷积网络，用于自主水下航行器推进器的半监督故障诊断

Measurement Science and Technology

IF3.4

2026-04-27

PREAI

Yiyuan Gao; Xuezheng Wang; Wenliao Du; Yanli Ma; Xiaoyun Gong; Hongchao Wang; Dongdong Hou; Liang Gong

Multiscale dynamic weighted multidimensional joint residual convolutional autoencoder-based rotating machinery signal denoising 基于多尺度动态加权多维联合残差卷积自编码器的旋转机械信号去噪

Measurement Science and Technology

IF3.4

2026-02-11

PREAI

Lingkai Yang; Hongchao Wang; Xiaoyun Gong; Feng Zhao; Wenbin He; Chuan Li; Yongqiang Wang; Wenliao Du

Multi-scale wavelet decomposition and feature fusion for rotating machinery fault diagnosis under multi-level class imbalance 多尺度小波分解与特征融合在多级类别不平衡下的旋转机械故障诊断

Mechanical Systems and Signal Processing

IF8.9

2025-09-29

PREAI

Zhen Guo; Wenliao Du; Chuan Li; Yannan Yu; Tao Hu; Shuai Wang; Zhiping Liu

Fault diagnosis of Autonomous Underwater Vehicle thruster based on semi supervised interference suppression network 基于半监督干扰抑制网络的自主水下航行器推进器故障诊断

Ocean Engineering

IF5.5

2025-09-02

PREAI

Hongchao Wang; Guoqing Xue; Bowen Liu; Jianwen Jiang; Li Yu; Simin Li; Wenliao Du

Small sample fault diagnosis method based on dual convolutional kernel feature fusion and channel attention weighted temporal convolutional network (DCK-CAM-TCN)基于双卷积核特征融合和通道注意力加权时序卷积网络(DCK-CAM-TCN)的小样本故障诊断方法

JOURNAL OF VIBROENGINEERING

IF0.9

2025-09-01

OAAI

Luo, Shuangqiang; Gong, Xiaoyun; Du, Wenliao; Wang, Liangwen; Feng, Kunpeng; Qian, Yahong

Channel attention residual transfer learning with LLM fine-tuning for few-shot fault diagnosis in autonomous underwater vehicle propellers 基于大型语言模型微调的通道注意力残差迁移学习在自主水下航行器螺旋桨少样本故障诊断中的应用

OCEAN ENGINEERING

IF5.5

2025-06-01

PREAI

Du, Wenliao; Yu, Xinlong; Guo, Zhen; Wang, Hongchao; Gao, Yiyuan; Li, Guanghua; Li, Chuan

Self-supervised contrastive learning with time-frequency consistency for few-shot bearing fault diagnosis 基于时间-频率一致性的自监督对比学习用于少样本轴承故障诊断

MEASUREMENT SCIENCE AND TECHNOLOGY

IF3.4

2025-05-27

PREAI

Gong, Xiaoyun; Wei, Yage; Du, Wenliao; Gao, Yiyuan; Guan, Tengfei

Fault diagnosis of rotating machinery with high-dimensional imbalance samples based on wavelet random forest

MEASUREMENT

IF5.6

2025-05-01

PREAI

Guo, Zhen; Du, Wenliao; Li, Chuan; Guo, Xibin; Liu, Zhiping

Few-shot sample multi-class incremental fault diagnosis for gearbox based on convolutional-attention fusion network 基于卷积-注意力融合网络的齿轮箱少样本多类增量故障诊断

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-03-01

PREAI

Guo, Zhen; Du, Wenliao; Liu, Zhiping; Hu, Tao; Yu, Yannan; Li, Chuan

Virtual-real mapping for the scraper conveyor S-shaped bending in a fully mechanized mining face production system based on digital twin 基于数字孪生的综采工作面生产系统刮板输送机s形弯曲虚实映射

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

IF4

2025-02-07

PREAI

Wang, Haoqi; Wang, Feifan; Li, Hao; Zhang, Xingfu; He, Wenbin; Chen, Tao; Zhang, Yingdong; Shi, Yongsheng; Du, Wenliao

Reliability evaluation of rolling bearings based on generative adversarial network sample enhancement and maximum entropy method

SCIENTIFIC REPORTS

IF3.9

2024-12-28

OAAI

Meng, Fannian; Wang, Liujie; Li, Hao; Du, Wenliao; Gong, Xiaoyun; Wu, Changjun; Luo, Shuangqiang

Dual-loss nonlinear independent component estimation for augmenting explainable vibration samples of rotating machinery faults 双损失非线性独立分量估计，用于增加旋转机械故障的可解释振动样本

NEUROCOMPUTING

IF6.5

2024-12-01

PREAI

Gong, Xiaoyun; Hao, Mengxuan; Li, Chuan; Du, Wenliao; Pu, Ziqiang

A gradient-enhanced physics-informed neural networks method for the wave equation 波动方程的梯度增强物理通知神经网络方法

ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS

IF4.1

2024-09-01

PREAI

Xie, Guizhong; Fu, Beibei; Li, Hao; Du, Wenliao; Zhong, Yudong; Wang, Liangwen; Geng, Hongrui; Zhang, Ji; Si, Liang

Squeeze-and-excitation attention residual learning of propulsion fault features for diagnosing autonomous underwater vehicles 用于诊断自主水下航行器的推进故障特征的挤压和激励注意残差学习

JOURNAL OF FIELD ROBOTICS

IF5.2

2024-07-31

PREAI

Du, Wenliao; Yu, Xinlong; Guo, Zhen; Wang, Hongchao; Pu, Ziqiang; Li, Chuan

Automatic segmentation of spine x-ray images based on multiscale feature enhancement network

MEDICAL PHYSICS

IF3.2

2024-06-30

PREAI

Du, Wenliao; Liu, Zhenlei; Fei, Heyong; Yu, Jianan; Duan, Xingyu; Liao, Wensheng; Ji, Lianqing

Data augmentation on fault diagnosis of wind turbine gearboxes with an enhanced flow-based generative model

MEASUREMENT

IF5.6

2024-02-01

PREAI

Du, Wenliao; Zhu, Pengxiang; Pu, Ziqiang; Gong, Xiaoyun; Li, Chuan

Maximum capacity and state of health estimation based on equivalent circuit model for degraded battery 基于等效电路模型的退化电池最大容量和健康状态估计

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

IF1.7

2023-12-22

PREAI

Zhang, Xiaodong; Wang, Hongchao; Du, Wenliao

Adaptive Feature Utilization With Separate Gating Mechanism and Global Temporal Convolutional Network for Remaining Useful Life Prediction 具有独立门控机制和全局时间卷积网络的自适应特征利用，用于剩余使用寿命预测

IEEE SENSORS JOURNAL

IF4.5

2023-09-15

PREAI

Xia, Pengcheng; Huang, Yixiang; Qin, Chengjin; Xiao, Dengyu; Gong, Liang; Liu, Chengliang; Du, Wenliao

Fault Diagnosis of Rotating Machinery Based on 1D-2D Joint Convolution Neural Network 基于1D-2D联合卷积神经网络的旋转机械故障诊断

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2023-05-01

PREAI

Du, Wenliao; Hu, Pengjie; Wang, Hongchao; Gong, Xiaoyun; Wang, Shuangyuan

研究方向