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JIA, Linshan (贾林山)

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PhD Candidate,
City University of Hong Kong,
Hong Kong SAR, China
E-mail: linshan.jia@my.cityu.edu.hk

Brief CV

About me

I received the B.Eng. degree in mechanical engineering from Southwest Jiaotong University, Chengdu, China, in 2016, and the M.Eng. degree in mechanical engineering from Xi'an Jiaotong University, Xi'an, China, in 2019. I am currently pursuing the Ph.D. degree in electrical engineering with the Department of Electrical Engineering, City University of Hong Kong, Hong Kong. My research interests include fault diagnosis, signal processing, and deep learning. Recently, I am focusing on domain generalization-based fault diagnosis and vibrational signal denoising.

Research

Recent publications

  1. Jia Linshan, Chow Tommy W S*, Yuan Yixuan. GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis[J]. Engineering Applications of Artificial Intelligence, 2023, 119: 105794.[Link][Code]
  2. Jia Linshan, Chow Tommy W S*, Wang Yu, Yuan Yixuan. Multiscale residual attention convolutional neural network for bearing fault diagnosis[J]. IEEE Transactions on Instrumentation and Measurement, 2022, 71: 1-13.[Link][Code]
  3. Jia Linshan, Zhang Qing*, Zheng Xiang, et al. The empirical optimal envelope and its application to local mean decomposition[J].Digital Signal Processing , 2019, 87: 166-177.[Link][Code]

Academic service

Reviewer

  • IEEE Transactions on Industrial Informatics

  • IEEE Transactions on Neural Networks and Learning Systems

  • IEEE/ASME Transactions on Mechatronics

  • Digital Signal Processing

  • ISA Transactions

  • Expert Systems With Applications

Membership

Education

  • Ph.D., Doctor of Philosophy, City University of Hong Kong, Hong Kong, 2020.09-present

  • M.Eng., Master of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, 2016.09-2019.06

  • B.Eng., Bachelor of Mechanical Design & Manufacturing and their Automation, Southwest Jiaotong University, Chengdu, 2012.09-2016.06

Awards

  1. Institutional Research Tuition Scholarship, City University of Hong Kong. (2023)

  2. Graduate with Honor, Xi'an Jiaotong University. (2019)

  3. Excellent Postgraduate, Xi'an Jiaotong University. (2018)

  4. "SKF-Boling" Scholarship, Xi'an Jiaotong University. (2018)

  5. Outstanding Postgraduate Freshmen Scholarship, Xi'an Jiaotong University. (2016)

  6. Graduate with Honor, Southwest Jiaotong University. (2016)

  7. First Prize of Scholarship, Southwest Jiaotong University. (6 times for the first six semesters)

  8. National Endeavor Scholarship, Southwest Jiaotong University. (3 times for the first three academic years)

  9. Merit Student, Southwest Jiaotong University. (3 times for the first three academic years)

Teaching Activities

  1. Teaching Assistant, City University of Hong Kong, 2021.09-2023.06

    • Prepared learning materials and taught some exercises

  2. Assistant Mentor, City University of Hong Kong, 2021.09-2022.05

    • Provided guidance to the Final Year Project (FYP) for two senior students

Work experience

  1. R&D Engineer (ultrasound signal processing), SonoScape Medical Corp., Shenzhen, 2019.07-2020.07

    • Developed the PDB of medical ultrasound system

    • Developed the beamforming algorithm of ultrasound system