特聘研究员，博导，上海市领军人才。博士毕业于加拿大阿尔伯特大学机械工程专业，师从Ming J. Zuo教授。主要研究方向包括信号分析与处理、人工智能、预测与健康管理、机器视觉、可靠性分析、基于可靠性的设计优化。(曾)担任Mechanical Systems and Signal Processing 、Reliability Engineering and System Safety、Engineering Applications of Artificial Intelligence客座编辑，APARM2020 Vancouver大会秘书、IEEE PHM2020 Shanghai、IEEE PHM2021 Nanjing 、IEEE PHM2022 Yantai项目委员会成员。联系邮箱：yuejianchen@tongji.edu.cn
欢迎崇敬前沿科学研究、积极主动、学术背景良好的硕博生报考。招收专业：载运工具运用工程（博士、硕士）、交通运输（硕士）
工作经历
11/2021-今: 同济大学，铁道与城市轨道交通研究院，特聘研究员
07/2020-08/2021: 阿尔伯塔大学，博士后，导师: Ming J. Zuo
10/2019-12/2019:新南威尔士大学，青年访问学者，导师: Zhongxiao Peng, Bob Randall, Pietro Borghesani
01/2019-04/2019:麦克文大学，兼职讲师
教学情况
03/2022-06/2022:同济大学，助教
健康管理
01/2019-04/2019:麦克文大学，讲师
MATLAB编程实验课
09/2015-04/2020:阿尔伯塔大学，助教
机械测试技术；可靠性分析；工程优化；数据分析与挖掘等课程
科研项目
05/2022-05/2023:《融合物理信息的循环神经网络故障检测方法》，上海市多网多模式协同创新中心-子项目，主持
05/2022-05/2025:《时变工况下齿轮箱故障诊断的时间序列方法研究》，上海市科委启明星杨帆专项，编号22YF1450500，主持
01/2022-12/2024:《轨道交通关键部件故障诊断预测与健康管理》，上海市委组织部第12批次上海市领军人才（海外）青年资助，主持
01/2021-12/2021:《风力发电机关键旋转部件的智能故障诊断》, 石油天然气装备教育部重点实验室&宏华集团联合基金, 编号OGE202101-08，主持
04/2017-09/2023:《Decision support system for improved construction and maintenance of nonelectrical infrastructure for energy》，加拿大Future Energy System (FES) – Canada First Research Excellence Fund (CFREF)，FES-T11-P01，参与
04/2017-09/2023:《Wind farm operation and grid integration》，加拿大Future Energy System (FES) – Canada First Research Excellence Fund (CFREF)，编号FES-T14-P02，参与
09/2016-05/2020:《Reliability Assurance Methodology Incorporating Advanced Diagnostics and Prognostics》， NSERC Discovery Grant，编号RGPIN-2015-04897，参与
10/2019- 12/2019:《Fault Detection and Severity Assessment for Gearboxes under Random Speed Variation》, Mitacs Globallink Program-Australia，编号IT15293，参与
01/2017- 07/2017:《电力关键设备的退化评估》, ENMAX & Mitacs Accelerate Program，编号IT09089，参与
代表学术论文
已发表学术论文30余篇，其中一作/通讯SCI期刊论文14篇，代表性论文如下(*代表通讯作者)：
Journal Papers:
[1]. 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.
[2]. Xiaowen Yao, Zongyi Xing, Andong Sheng, Yuejian Chen*, “An Image-Based Online Monitoring System for Pantograph Wear and Attitude” IEEE Transactions on Instrumentation and Measurement, vol.71, 5013812, 2022.
[3]. 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.
[4]. 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.
[5]. Liangqi Wan, Lihan Ouyang, Tianyu Zhou, and Yuejian Chen*, “An improved reliability-based robust design optimization method using Bayesian seemingly unrelated regression and multivariate loss function”, Structural and Multidisciplinary Optimization, vol.65(2), pp. 1-16, 2022.
[6]. Yifan Li, Yaocheng Yang, Yuejian Chen*, Zaigang Chen, “Iterative characteristic ridge extraction for bearing fault detection under variable rotational speed conditions” ISA Transactions, vol. 119, pp. 172-183, 2022.
[7]. 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.
[8]. 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.
[9]. 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.
[10]. Liangqi Wan, Hongzhuan Chen, Linhan Ouyang, and Yuejian Chen*, “A new ensemble modeling approach for reliability-based design optimization of flexure-based bridge-type amplification mechanisms”, The International Journal of Advanced Manufacturing Technology, vol.106, no. 1-2, pp.47-63, 2019.
Booker Chapters
[1]. Yuejian Chen, Xihui Liang, Ming J. Zuo*. “Time series modeling of non-stationary vibration signals for gearbox fault diagnosis.” Advances in Performability Engineering (Eds. Krishna B Misra), Springer London. pp.337-354, 2020.
Conference Papers
[1]. Yuejian Chen, Ke Feng, Robert B. Randall, Pietro Borghesani, and Ming Zuo*, “Use of Autoregressive Conditional Heteroskedasticity Model to Assess the Tooth Surface Roughness of a Gearbox”. The 9th Asia-Pacific International Symposium on Advanced Reliability and Maintenance (APARM 2020), Vancouver, Canada, August 20-23, 2020. 5 pages. (Best Paper Nomination)
[2]. Yuejian Chen, Qing Li, Dongdong Wei, and Ming Zuo*, “A sparse FP-VAR model for representing multichannel non-stationary baseline vibration signals from a gearbox”. The 9th Asia-Pacific International Symposium on Advanced Reliability and Maintenance (APARM 2020), Vancouver, Canada, August 20-23, 2020. 6 pages.
[3]. Yuejian Chen, and Ming Zuo*, “Early gear tooth crack detection based on singular value decomposition”. IEEE International Conference on Prognostics and Health Management, San Francisco, USA, pp.1-6, June 17-19, 2019.
[4]. Yuejian Chen, Xihui Liang, and Ming Zuo*, “Time series modeling of vibration signals for a gearbox under varying speed and load condition”. IEEE International Conference on Prognostics and Health Management, Seattle, Washington, USA, pp.1-7, June 11-13, 2018.
[5]. Yuejian Chen, Xihui Liang, and Ming Zuo*, “An auto-regression model for tooth crack detection in a gearbox considering load variations”. The annual conference of Canadian Machinery Vibration Association, Edmonton, Alberta, Canada, October 25-27, 2017. 15 pages. (Best Student Paper Award, Not Published)
获奖及专利
获奖：
1.上海市领军人才（青年），2021
2.国际PHM数据分析竞赛，第三名，2019
3.Sadler机械工程奖学金，2019
4.阿尔伯塔大学研究生展览，最佳演讲者，2019
5.阿尔伯塔未来科技创新奖学金，2017
6.研究生国家奖学金，2014
7.研究生数学建模竞赛，全国二等奖，2013
8.大学生电子设计竞赛，全国二等奖，2011
专利：
[1].陈岳剑, 石奋义；一种城轨交通探头角度智能调整的轴温探测装置, 2016-04-20，中国，ZL201410108139.8
[2].陈岳剑, 王晓浩；一种城轨交通运营安全模拟沙盘的车头解码控制器, 2016-03-02，中国，ZL201410171800.X
[3].陈岳剑, 邢宗义；一种垂向轨道长波不平顺在线监测方法及系统, 2016-03-02，中国，ZL201410255058.0
[4].邢宗义, 陈岳剑；一种城轨交通运营安全模拟沙盘的多功能解码控制器, 2016-03-02，中国，ZL201310752759.0
[5].王晓浩, 陈岳剑, 王露, 郭岑, 邢宗义；一种城轨列车轮对踏面轮廓线的获取方法及装置, 2016-09-21，中国，ZL201410433520.1