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Linhuibin

Associate professorMaster Supervisor,

Tel:

Email: hblin@scut.edu.cn

Department: School of Mechanical and Automotive Engineering

Office Location:

Research Interests: Signal processing, intelligent fault diagnosis
  • Biography
  • Education
  • Admission Information
  • Work Experience
  • Social Position
  • Research Areas
  • Courses Taught
  • Research Project
  • Selected Publications
  • Achievements
  • Patent
  • Honor
  • Software achievement

Biography

Education

  • 2007-09~2010-12,South China University of Technology,Vehicle Engineering, Doctor

  • 1999-09~2002-06,South China University of Technology,Vehicle Engineering, Master

  • 1992-09~1996-07,Northwestern Polytechnical University, Mechanical Manufacturing Processes and Equipment, Bachelor


Admission Information

WorkExperience

Social Position

Research Areas

Mainly engaged in research on vibration signal processing, fault diagnosis, and remaining life prediction of rotating machinery, as well as NVH testing and analysis of vehicle. Has published over 40 academic papers in related fields and obtained more than 10 authorized invention patents.


Courses Taught

Courses offered include: Automobile Structure, Automobile Theory, Engine Principles, Measurement and Testing Technology, Sensors and Signal Processing,Dynamic Signal Analysis, Signal Analysis Technology and Applications.

Research Project

Selected Publications

  • Lin, Huibin;Huang, Xiaofeng;Chen, Zhuyun*;He, Guolin;Xi, Ciyang;Li, Weihua,Matching Pursuit Network: An Interpretable Sparse Time-Frequency Representation Method Toward Mechanical Fault Diagnosis,IEEE Transactions on Neural Networks and Learning Systems,2025
  • Lin, Huibin;Wu, Fangtan;He, Guolin,Rolling bearing fault diagnosis using impulse feature enhancement and nonconvex regularization,Mechanical Systems and Signal Processing,2020
  • Deng, Lifa;Lin, Huibin*;Liu, Zhongze;Wang, Hongchang,Compressed feature reconstruction for localized fault diagnosis with generalized minimax-concave penalty,Measurement,2022
  • Wu, Fang-Tan;Lin, Hui-Bin;He, Guo-Lin,Sliding window correlation and overlapping group sparsity diagnosis method for gear localized fault,Journal of Vibration Engineering,2020
  • 林慧斌;王洪畅;习慈羊,基于深度卷积测量网络的滚动轴承压缩域故障特征提取方法,振动工程学报,2024

Achievements

Patent

Honor

Software achievement