Guolin He

About Guolin He

Guolin He, With an exceptional h-index of 23 and a recent h-index of 22 (since 2020), a distinguished researcher at South China University of Technology, specializes in the field of Digital Twins, Signal Sparse Representation, Gear Dynamics, Fault Diagnosis.

His recent articles reflect a diverse array of research interests and contributions to the field:

A digital twin-driven approach for partial domain fault diagnosis of rotating machinery

A novel tacholess order tracking method for gearbox vibration signal based on extremums search of gearmesh harmonic

A Novel Dual Attention Convolutional Neural Network Based on Multisensory Frequency Features for Unmanned Aerial Vehicle Rotor Fault Diagnosis

Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions

Vibration response mechanism of fixed-shaft gear train with cracks based on rigid-flexible coupling dynamics and signal convolution model

A lightgbm-based multi-scale weighted ensemble model for few-shot fault diagnosis

Improved vibration AM-FM sideband phenomenon models of planetary gear set with distributed faults and fault-induced speed fluctuation

Explainable deep ensemble model for bearing fault diagnosis under variable conditions

Guolin He Information

University

Position

___

Citations(all)

1981

Citations(since 2020)

1804

Cited By

517

hIndex(all)

23

hIndex(since 2020)

22

i10Index(all)

30

i10Index(since 2020)

29

Email

University Profile Page

South China University of Technology

Google Scholar

View Google Scholar Profile

Guolin He Skills & Research Interests

Digital Twins

Signal Sparse Representation

Gear Dynamics

Fault Diagnosis

Top articles of Guolin He

Title

Journal

Author(s)

Publication Date

A digital twin-driven approach for partial domain fault diagnosis of rotating machinery

Engineering Applications of Artificial Intelligence

Jingyan Xia

Zhuyun Chen

Jiaxian Chen

Guolin He

Ruyi Huang

...

2024/5/1

A novel tacholess order tracking method for gearbox vibration signal based on extremums search of gearmesh harmonic

Mechanical Systems and Signal Processing

Lei Xu

Kang Ding

Guolin He

Weihua Li

Jie Li

2023/4/15

A Novel Dual Attention Convolutional Neural Network Based on Multisensory Frequency Features for Unmanned Aerial Vehicle Rotor Fault Diagnosis

IEEE Access

Fei Jiang

Feifei Yu

Canyi Du

Yicong Kuang

Zhaoqian Wu

...

2023/9/11

Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions

Advanced Engineering Informatics

Jipu Li

Ruyi Huang

Zhuyun Chen

Guolin He

Konstantinos C Gryllias

...

2023/1/1

Vibration response mechanism of fixed-shaft gear train with cracks based on rigid-flexible coupling dynamics and signal convolution model

Mechanical Systems and Signal Processing

Fei Jiang

Kang Ding

Shaohui Zhang

Zhaoqian Wu

Guolin He

2023/9/1

A lightgbm-based multi-scale weighted ensemble model for few-shot fault diagnosis

IEEE Transactions on Instrumentation and Measurement

Weihua Li

Jingke He

Huibin Lin

Ruyi Huang

Guolin He

...

2023/7/3

Improved vibration AM-FM sideband phenomenon models of planetary gear set with distributed faults and fault-induced speed fluctuation

Mechanism and Machine Theory

Xiaoqing Yang

Kang Ding

Guolin He

Canyi Du

Wennian Yu

2023/1/1

Explainable deep ensemble model for bearing fault diagnosis under variable conditions

IEEE Sensors Journal

Zhuyun Chen

Wu Qin

Guolin He

Jipu Li

Ruyi Huang

...

2023/6/5

A Novel Optimization Demodulation Method for Gear Fault Vibration Over-modulation Signal and Its Application to Fault Diagnosis

IEEE Transactions on Instrumentation and Measurement

Xiaoqing Yang

Guolin He

Kang Ding

Yuanzheng Li

Xiaoxi Ding

...

2023/5/15

A novel digital twin-driven approach based on physical-virtual data fusion for gearbox fault diagnosis

Reliability Engineering & System Safety

Jingyan Xia

Ruyi Huang

Zhuyun Chen

Guolin He

Weihua Li

2023/12/1

A perspective survey on deep transfer learning for fault diagnosis in industrial scenarios: Theories, applications and challenges

Weihua Li

Ruyi Huang

Jipu Li

Yixiao Liao

Zhuyun Chen

...

2022/3/15

Resonance modulation vibration mechanism of equally-spaced planetary gearbox with a localized fault on sun gear

Mechanical Systems and Signal Processing

Lei Xu

Kang Ding

Guolin He

Yongzhuo Li

Zhuyun Chen

2022/3/1

Feature extraction of gear and bearing compound faults based on vibration signal sparse decomposition

Applied acoustics

Guolin He

Jianlin Li

Kang Ding

Zhigang Zhang

2022/2/28

Dual-attention-based multiscale convolutional neural network with stage division for remaining useful life prediction of rolling bearings

IEEE Transactions on Instrumentation and Measurement

Fei Jiang

Kang Ding

Guolin He

Huibin Lin

Zhuyun Chen

...

2022/9/30

A novel impact feature extraction method based on EMD and sparse decomposition for gear local fault diagnosis

Machines

Zhongze Liu

Kang Ding

Huibin Lin

Guolin He

Canyi Du

...

2022/3/30

Sparse dictionary design based on edited cepstrum and its application in rolling bearing fault diagnosis

Journal of Sound and Vibration

Fei Jiang

Kang Ding

Guolin He

Canyi Du

2021/1/6

Transfer mechanism analysis of injected voltage harmonic and its effect on current harmonic regulation in FOC PMSM

IEEE Transactions on Power Electronics

Zhaoqian Wu

Zhijian Yang

Kang Ding

Guolin He

2021/7/14

Vibration fault features of planetary gear train with cracks under time-varying flexible transfer functions

Mechanism and Machine Theory

Fei Jiang

Kang Ding

Guolin He

Yalin Sun

Lihui Wang

2021/4/1

Domain adversarial transfer network for cross-domain fault diagnosis of rotary machinery

IEEE Transactions on Instrumentation and Measurement

Zhuyun Chen

Guolin He

Jipu Li

Yixiao Liao

Konstantinos Gryllias

...

2020/5/25

A novel weighted adversarial transfer network for partial domain fault diagnosis of machinery

IEEE Transactions on Industrial Informatics

Weihua Li

Zhuyun Chen

Guolin He

2020/5/14

See List of Professors in Guolin He University(South China University of Technology)

Co-Authors

H-index: 36
Weihua Li

Weihua Li

South China University of Technology

H-index: 25
Kang Ding

Kang Ding

South China University of Technology

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