谷晓娇｜沈阳理工大学｜学者主页

2026

基于PI-FCGAN与MPF-CNN的物理信息融合轴承故障诊断方法研究

陈金杨，魏永合，谷晓娇，李明昊

《沈阳理工大学学报》

2026

基于双流异构特征融合网络模型的轴承故障诊断方法

刘传宇，于林辉，白晓天，谷晓娇，陈学东

《机电工程》

2026

High-Fidelity Reconstruction and Metrology Model for Defects Based on Physical Priors and Adaptive Morphology

Ying Li, Xiaojiao Gu, Jinghua Li, D. Zheng, Xiaolin Yu

Machines

DOI

2026

Discrete Element Method Simulation of Silicon Nitride Ceramic Bearings with Prefabricated Crack Defects

Chuanyu Liu, Xiaojiao Gu, Xue-Dong Chen, Linhui Yu, Zhenwei Zhu

Coatings

DOI

2026

Bearing Fault Diagnosis Based on a Depthwise Separable Atrous Convolution and ASPP Hybrid Network

Xiaojiao Gu, Chuanyu Liu, Jinghua Li, Xiaolin Yu, Yang Tian

Machines

DOI

2026

The Influence of Coating Thickness and Interface Microcracks on Contact Stresses in Ceramic Bearings: A Discrete Element Study

Ying Li, Xiaojiao Gu, Jinghua Li, Xiaozheng Xu, He Lu

Crystals

DOI

2026

Research on tool wear state recognition based on multimodal information fusion

Yong-He Wei, Yu-Xian Su, Xiaojiao Gu, Ming-Hao Li

Journal of Physics, Conference Series

DOI

2026

A Study on High-Precision Dimensional Measurement of Irregularly Shaped Carbonitrided 820CrMnTi Components

Xiaojiao Gu, D. Zheng, Jinghua Li, He Lu

Materials

DOI

2025

多裂隙缺陷陶瓷轴承破坏机理研究

郭鹏翔，谷晓娇，朱振伟

《沈阳理工大学学报》

2025

Fault diagnosis of bearings under variable working conditions based on strip pooling VGG19

Yong-He Wei, Yanbo Zhang, Xiaojiao Gu

International Conference on Mechatronics Engineering and Artificial Intelligence

DOI

2024

基于SincNet网络结合L2正则化的故障诊断

魏永合，陈懿翀，谷晓娇

《组合机床与自动化加工技术》

2024

基于离散元法的陶瓷轴承内部缺陷破坏机理

朱振伟，谷晓娇

《一重技术》

2024

基于GS-SVR和窗函数的EEMD端点效应抑制方法研究

李大帅，谷晓娇

《机械工程师》

2024

A Deep Learning-Based Method for Bearing Fault Diagnosis with Few-Shot Learning

Yang Li, Xiaojiao Gu, Yong-He Wei

Italian National Conference on Sensors

DOI

2024

MTC-GAN Bearing Fault Diagnosis for Small Samples and Variable Operating Conditions

Jinghua Li, Yong-He Wei, Xiaojiao Gu

Applied Sciences

DOI

2024

Improved SE-ResNet Acoustic–Vibration Fusion for Rolling Bearing Composite Fault Diagnosis

Xiaojiao Gu, Yang Tian, Chi Li, Yong-He Wei, Da-Shuai Li

Applied Sciences

DOI

2023

基于支持向量机和盒维数的滚动轴承状态预测

刘天顺，谷晓娇，李时雨

《沈阳理工大学学报》

2023

A Lightweight Neural Network Based on GAF and ECA for Bearing Fault Diagnosis

Xiao-Jiao Gu, Yun-Tao Xie, Yang Tian, Tianshu Liu

Metals

DOI

2023

Acoustic signal analysis for gear fault diagnosis using a uniform circular microphone array

Chi Li, Chang-Zheng Chen, Xiao-Jiao Gu

Journal of Mechanical Science and Technology

DOI

2023

Acoustic-Based Rolling Bearing Fault Diagnosis Using a Co-Prime Circular Microphone Array

Chi-Chieh Li, C. Chen, Xiao-Jiao Gu

Italian National Conference on Sensors

DOI

2023

Composite synchronization of three inductor motors with a circular distribution by a fuzzy proportional–integral–derivative method in a vibration system

Lei Jia, Jian-Kang Yang, Xiao-Jiao Gu, Zi-Liang Liu, Xiaoying Ma

Mechanical Sciences

DOI

2021

变风速条件下风力机轴承故障特征提取

谷晓娇，刘天顺，李时雨

《机械与电子》

2021

Operating state prediction for wind turbine generator bearing based on ULSSVM and QPSO

Xiaoying Ma, Xiao-Jiao Gu

Journal of Vibroengineering

DOI

2019

基于VMD和QPSO-SR的风电机组轴承故障提取方法

谷晓娇，陈长征

《太阳能学报》

DOI

2019

大型风力机传动系统故障预示及运行安全性预测方法研究

谷晓娇

《沈阳工业大学》

2019

Adaptive parameter-matching method of SR algorithm for fault diagnosis of wind turbine bearing

Xiao-Jiao Gu, C. Chen

Journal of Mechanical Science and Technology

DOI

2018

QPSO匹配的FIE随机共振轴承故障诊断

陈长征，谷晓娇

《振动、测试与诊断》

2017

Rolling Bearing Fault Signal Extraction Based on Stochastic Resonance-Based Denoising and VMD

Xiao-Jiao Gu, C. Chen

DOI

谷晓娇

精选作品

期刊论文

基于PI-FCGAN与MPF-CNN的物理信息融合轴承故障诊断方法研究

基于双流异构特征融合网络模型的轴承故障诊断方法

High-Fidelity Reconstruction and Metrology Model for Defects Based on Physical Priors and Adaptive Morphology

Discrete Element Method Simulation of Silicon Nitride Ceramic Bearings with Prefabricated Crack Defects

Bearing Fault Diagnosis Based on a Depthwise Separable Atrous Convolution and ASPP Hybrid Network

The Influence of Coating Thickness and Interface Microcracks on Contact Stresses in Ceramic Bearings: A Discrete Element Study

Research on tool wear state recognition based on multimodal information fusion

A Study on High-Precision Dimensional Measurement of Irregularly Shaped Carbonitrided 820CrMnTi Components

多裂隙缺陷陶瓷轴承破坏机理研究

Fault diagnosis of bearings under variable working conditions based on strip pooling VGG19

基于SincNet网络结合L2正则化的故障诊断

基于离散元法的陶瓷轴承内部缺陷破坏机理

基于GS-SVR和窗函数的EEMD端点效应抑制方法研究

A Deep Learning-Based Method for Bearing Fault Diagnosis with Few-Shot Learning

MTC-GAN Bearing Fault Diagnosis for Small Samples and Variable Operating Conditions

Improved SE-ResNet Acoustic–Vibration Fusion for Rolling Bearing Composite Fault Diagnosis

基于支持向量机和盒维数的滚动轴承状态预测

A Lightweight Neural Network Based on GAF and ECA for Bearing Fault Diagnosis

Acoustic signal analysis for gear fault diagnosis using a uniform circular microphone array

Acoustic-Based Rolling Bearing Fault Diagnosis Using a Co-Prime Circular Microphone Array

Composite synchronization of three inductor motors with a circular distribution by a fuzzy proportional–integral–derivative method in a vibration system

变风速条件下风力机轴承故障特征提取

Operating state prediction for wind turbine generator bearing based on ULSSVM and QPSO

基于VMD和QPSO-SR的风电机组轴承故障提取方法

大型风力机传动系统故障预示及运行安全性预测方法研究

Adaptive parameter-matching method of SR algorithm for fault diagnosis of wind turbine bearing

QPSO匹配的FIE随机共振轴承故障诊断

Rolling Bearing Fault Signal Extraction Based on Stochastic Resonance-Based Denoising and VMD

研究方向