Weihua Li

About Weihua Li

Weihua Li, With an exceptional h-index of 36 and a recent h-index of 34 (since 2020), a distinguished researcher at South China University of Technology, specializes in the field of Machine Learning, Dynamic Signal &Information Processing, Fault Diagnostics, PHM.

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

Sensor-aware CapsNet: Towards trustworthy multisensory fusion for remaining useful life prediction

Zeros of polynomials over finite Witt rings

A novel adaptive deep transfer learning method towards thermal error modeling of electric spindles under variable conditions

A novel weakly supervised adversarial network for thermal error modeling of electric spindles with scarce samples

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

A Time Series Data-Driven Method for Milling Force Prediction of Robotic Machining

A transfer regression network-based adaptive calibration method for remaining useful life prediction considering individual discrepancies in the degradation process of machinery

A digital twin-assisted deep transfer learning method towards intelligent thermal error modeling of electric spindles

Weihua Li Information

University

Position

Prof. with School of Mechanical & Automotive Engineering

Citations(all)

5978

Citations(since 2020)

5468

Cited By

1654

hIndex(all)

36

hIndex(since 2020)

34

i10Index(all)

78

i10Index(since 2020)

67

Email

University Profile Page

South China University of Technology

Google Scholar

View Google Scholar Profile

Weihua Li Skills & Research Interests

Machine Learning

Dynamic Signal &Information Processing

Fault Diagnostics

PHM

Top articles of Weihua Li

Title

Journal

Author(s)

Publication Date

Sensor-aware CapsNet: Towards trustworthy multisensory fusion for remaining useful life prediction

Journal of Manufacturing Systems

Dongpeng Li

Jiaxian Chen

Ruyi Huang

Zhuyun Chen

Weihua Li

2024/2/1

Zeros of polynomials over finite Witt rings

Proceedings of the American Mathematical Society

Weihua Li

Wei Cao

2024/4

A novel adaptive deep transfer learning method towards thermal error modeling of electric spindles under variable conditions

Journal of Manufacturing Systems

Shuai Ma

Jiewu Leng

Zhuyun Chen

Bo Li

Ding Zhang

...

2024/6/1

A novel weakly supervised adversarial network for thermal error modeling of electric spindles with scarce samples

Expert Systems with Applications

Shuai Ma

Jiewu Leng

Zhuyun Chen

Bo Li

Xing Li

...

2024/3/15

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 Time Series Data-Driven Method for Milling Force Prediction of Robotic Machining

IEEE Transactions on Instrumentation and Measurement

Kai Wu

Yuan Lu

Ruyi Huang

Bernd Kuhlenkötter

Weihua Li

2024/3/14

A transfer regression network-based adaptive calibration method for remaining useful life prediction considering individual discrepancies in the degradation process of machinery

Journal of Intelligent Manufacturing

Jiaxian Chen

Dongpeng Li

Ruyi Huang

Zhuyun Chen

Weihua Li

2024/4/26

A digital twin-assisted deep transfer learning method towards intelligent thermal error modeling of electric spindles

Journal of Intelligent Manufacturing

Shuai Ma

Jiewu Leng

Pai Zheng

Zhuyun Chen

Bo Li

...

2024/2/26

Design of a Dual-Motor Powertrain with Magnetorheological Planetary Transmission for Electric Vehicles

Lei Deng

Jin Zhao

Donghong Ning

Pak Wong

Jing Zhao

...

2024/4/9

An auto-regulated universal domain adaptation network for uncertain diagnostic scenarios of rotating machinery

Expert Systems with Applications

Jipu Li

Xiaoge Zhang

Ke Yue

Junbin Chen

Zhuyun Chen

...

2024/9/1

Knowledge Embedded Autoencoder Network for Harmonic Drive Fault Diagnosis Under Few-Shot Industrial Scenarios

IEEE Internet of Things Journal

Jiaxian Chen

Kairu Wen

Jingyan Xia

Ruyi Huang

Zhuyun Chen

...

2024/2/5

Hardware-in-the-loop Experimental Platform Design for a Novel Electrically Interconnected Suspension System

Xiangjun Xia

Pengfei Liu

Weihua Li

Haiping Du

Donghong Ning

2024/4/9

Fault diagnosis of gearbox driven by vibration response mechanism and enhanced unsupervised domain adaptation

Advanced Engineering Informatics

Fei Jiang

Weiqi Lin

Zhaoqian Wu

Shaohui Zhang

Zhuyun Chen

...

2024/8/1

A new magnetorheological quasi-zero stiffness vibration isolation system with large zero stiffness range and highly stable characteristics

Nonlinear Dynamics

Lei Deng

Shuaishuai Sun

Qihao Wu

Ning Gong

Jiang Yang

...

2023/10

A magnetically and thermally controlled liquid metal variable stiffness material

Advanced Engineering Materials

Mingkui Zhang

Xuanhan Chen

Yongwei Sun

Minfeng Gan

Maze Liu

...

2023

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

Gradient-Based Interpretable Graph Convolutional Network for Bearing Fault Diagnosis

Kairu Wen

Ruyi Huang

Dongpeng Li

Zhuyun Chen

Weihua Li

2023/5/22

Multiple Source-Free Domain Adaptation Network Based on Knowledge Distillation for Machinery Fault Diagnosis

IEEE Transactions on Instrumentation and Measurement

Ke Yue

Jipu Li

Zhuyun Chen

Ruyi Huang

Weihua Li

2023/7/6

WavCapsNet: An interpretable intelligent compound fault diagnosis method by backward tracking

IEEE Transactions on Instrumentation and Measurement

Weihua Li

Hao Lan

Junbin Chen

Ke Feng

Ruyi Huang

2023/6/5

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

See List of Professors in Weihua Li University(South China University of Technology)

Co-Authors

H-index: 72
Xuefeng Chen

Xuefeng Chen

Xi'an Jiaotong University

H-index: 42
Guanglan Liao

Guanglan Liao

Huazhong University of Science and Technology

H-index: 27
Fangfang YANG

Fangfang YANG

City University of Hong Kong

H-index: 25
Konstantinos C. Gryllias

Konstantinos C. Gryllias

Katholieke Universiteit Leuven

H-index: 25
Kang Ding

Kang Ding

South China University of Technology

H-index: 23
Guolin He

Guolin He

South China University of Technology

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