Leading Talent in Shanghai (2022). My main research areas include dynamic modeling, signal analysis and processing, artificial intelligence, predictive health management, reliability analysis, and design optimization based on reliability. I have served as an associate editor for the IEEE Sensors Journal and as a guest editor for journals such as Mechanical Systems and Signal Processing, Reliability Engineering and System Safety, and Engineering Applications of Artificial Intelligence. Additionally, I have held roles such as Program Chair for ICASD 2023, Secretary for the APARM 2020 Vancouver conference, and committee member for IEEE PHM conferences in Shanghai, Nanjing, and Yantai.
I welcome motivated, research-driven Master's and Ph.D. students with a strong academic background to apply. Areas of recruitment include Transportation Engineering (Ph.D., Master's) and Traffic Transportation (Master's).
Education
PhD - University of Alberta, 2020
Experience
11/2021-Present: Tongji University, Professor
07/2020-08/2021:University of Alberta, Postdoc, PI:Ming J. Zuo
10/2019-12/2019:University of New South Wales, Junior Visiting Scholar, PI:Zhongxiao Peng, Bob Randall, Pietro Borghesani
01/2019-04/2019:MacEwan University, Sessional Instructor
Research interests
Dynamic modeling, signal analysis and processing, artificial intelligence, predictive health management, reliability analysis, and design optimization based on reliability.
Honors & Awards
Leading Talent in Shanghai (Youth), 2021
3rd Place, International PHM Data Analysis Competition, 2019
Sadler Mechanical Engineering Scholarship, 2019
Best Oral Presenter, University of Alberta Graduate Exhibition, 2019
Alberta Innovation Technology Future Scholarship, 2017
National Graduate Scholarship, 2014
2nd Place, National Graduate Mathematical Modeling Competition, 2013
2nd Place, National College Student Electronic Design Competition, 2011
Publications
[1]. Linhan Ouyang, Yushuai Che, Chanseok Park,Yuejian Chen*. A novel active learning Gaussian process modeling-based method for time-dependent reliability analysis considering mixed variables.Reliability Engineering and System Safety. vol. 244, 109916, 2024
[2]. Juhui Zhang, Xiaowen Yao, Zongyi Xing,Yuejian Chen*. A Multi-line structured light sensor-based system for measuring the geometries of train wheelsets.IEEE Sensors Journal, 24(15):24609 – 24621, 2024.
[3].Yuejian Chen, Meng Rao, Ke Feng, Gang Niu*. “Modified varying index coefficient autoregression model for representation of the nonstationary vibration from a planetary gearbox”IEEE Transactions on Instrumentation and Measurement, vol.72, 3511812, 2023.（ESI前1%高被引、热点论文）
[4].Yuejian Chen, Yizhao Li*, Gang Niu, Ming J. Zuo “Offline and Online Measurement of the Geometries of Train Wheelsets: A Review”IEEE Transactions on Instrumentation and Measurement, vol. 71, 3205691, 2022.
[5].Yuejian Chen, Gang Niu, Yifan Li*, Yongbo Li. “A modified bidirectional long short term neural network for rail vehicle suspension fault detection”Vehicle System Dynamics, vol.61(2), p.1-25, 2022.
[6].Yuejian Chen,Meng Rao, Ke Feng, and Ming J. Zuo*, “Physics-informed LSTM hyperparameters selection for gearbox fault detection”,Mechanical Systems and Signal Processing, vol.171, p.108907, 2022. (ESI前1%高被引)
[7].Yuejian Chen, Ming J. Zuo*, “A sparse multivariate time series model-based fault detection method for a gearbox under variable speed condition”Mechanical Systems and Signal Processing, vol. 167, 108539, 2022.
[8]. Yuejian Chen, Stephan Schmidt, Stephan Heyns, and Ming J. Zuo*, “A time series model-based method for gear tooth crack detection and severity assessment under random speed variation,”Mechanical Systems and Signal Processing, vol.156, 107605, 2021.
[9].Yuejian Chen, Xihui Liang, and Ming J. Zuo*, “An improved singular value decomposition-based method for gear tooth crack detection and severity assessment,”Journal of Sound and Vibrations, vol.468, 115068, 2020
[10].Yuejian Chen, Xihui Liang, and Ming J. Zuo*, “Sparse time series modeling of the baseline vibration from a gearbox under time-varying speed condition,”Mechanical Systems and Signal Processing, vol.134, 106342, 2019.
Check my google scholar for more info.
https://scholar.google.ca/citations?user=ybxJoOcAAAAJ&hl=en&oi=ao