牛刚 - 同济大学 - 铁道与城市轨道交通研究院

个人简介

教育经历 2006.09～2009.02 韩国釜庆国立大学, 机械工程学院, 博士研究生在读 2004.09～2006.07 韩国釜庆国立大学, 机械工程学院, 硕士研究生在读 1996.09～1999.07 北京航空航天大学, 飞行器设计及应用力学系, 大学在读工作经历 2019.12～至今同济大学, 轨道交通研究院, 教授 2014.08～2014.11 美国马里兰大学帕克分校, CALCE中心, 访问学者 2013.04～2013.06 法国瓦朗谢纳大学, LAMIH中心, 访问学者 2011.05～2019.11 同济大学, 轨道交通研究院, 副研究员 2010.09～2011.05 中国航空综合技术研究所, 综合环境航空重点实验室, 高工 2009.03～2010.08 香港城市大学, 故障预测与系统健康管理研究中心, Research Fellow 获奖及荣誉 Keynote Speaker,IEEE International Conference on PHM 2019, San Francisco, USA, 2019 Keynote Speaker, 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Process, Warsaw, Poland, 2018 Keynote Speaker, 3nd International Conference on Materials and Reliability, Jeju, South Korea, 2015 优秀指导教师：中国研究生电子设计大赛上海赛区一等奖、全国三等奖（2018）同济大学优秀教材奖（三等奖，2020）同济大学育才教育奖（二等奖，2017、2021） ELSEVIER ScienceDirect热点论文（第一及通讯作者）, Reliability Engineering and System Safety（2013，Q1区）上海市浦江人才（A类，2012）同济大学青年英才计划（优青，2012）

研究领域

故障演化动力学、智能感知与信息提取、故障诊断预测与健康管理，自愈控制

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Hongyang Zhao, Gang Niu*, Enhanced order spectrum analysis based on iterative adaptive crucial mode decomposition for planetary gearbox fault diagnosis under large speed variations, Mechanical Systems and Signal Processing (on line) (SCI, JCR: Q1). Yuejian Chen, Yizhao Li, Gang Niu, Mingjian Zuo, Offline and online Measurement of the Geometries of train wheelsets: A review, IEEE Transactions on Instrumentation and Measurement (on line) (SCI, JCR: Q1). Yuan Jiang, Gang Niu*, An iterative frequency-domain envelope-tracking filter for dispersive signal decomposition in structural health monitoring, Mechanical Systems and Signal Processing 179 (2022) 183-198(SCI, JCR: Q1). Gang Niu*, Liujing Xiong, Xiaoxiao Qin, Michael Pecht, Fault detection isolation and diagnosis of multi-axle speed sensors for high-speed trains, Mechanical Systems and Signal Processing 131 (2019) 183-198(SCI, JCR: Q1). Gang Niu*, Senyi Liu, Demagnetization monitoring and life extending control for permanent magnet-driven traction systems, Mechanical Systems and Signal Processing 103 (2018) 264-279(SCI, JCR: Q1). Gang Niu*, Junjie Jiang, Autonomous Health Management for PMSM Rail Vehicles through Demagnetization Monitoring and Prognosis Control, ISA Tractions 72 (2018) 245-255.(SCI, JCR: Q1). Gang Niu*, Xiaofan Huang, Failure Prognostics of Locomotive Electro-Pneumatic Brake based on Bond Graph Modeling, IEEE Access 5 (2017) 15030-15039.(SCI, JCR: Q1). Gang Niu*, Junjie Jiang, Prognostic control-enhanced maintenance optimization for multi-component systems, Reliability Engineering and System Safety 168 (2017) 218-226. (SCI, JCR: Q1). Gang Niu*, Hao Li, IETM centered intelligent maintenance system integrating Fuzzy semantic inference and data fusion, Microelectronics Reliability (SCI, JCR: Q3). Gang Niu*, Fang Qian, Byeong-Keun Choi, Bearing life prognosis based on monotonic feature selection and similarity modeling, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science 230(18) (2016) 3183-3193. (SCI, JCR: Q3) Gang Niu*, Yajun Zhao, Michael Defoort, Michael Pecht, Fault diagnosis of locomotive electro-pneumatic brake through uncertain bond graph modeling and robust online monitoring, Mechanical Systems and Signal Processing 50-51 (2015) 676-691. (SCI, JCR: Q1) Gang Niu*, Yajun Zhao, Van Tung Tran, Fault detection and isolation based on bond graph modeling and empirical residual evaluation, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science 229(3) (2015) 417-428. (SCI, JCR: Q3) Gang Niu*, Satnam Singh, Steven W. Holland, Michael Pecht, Health monitoring of electronic products based on Mahalanobis distance and Weibull decision metrics, Microelectronics Reliability 51 (2011) 279-284. (SCI, JCR: Q3) Gang Niu*, Bo-Suk Yang, Michael Pecht, Development of an optimized Condition-Based Maintenance system by data fusion and Reliability-Centered Maintenance, Reliability Engineering and System Safety 95(7) (2010) 786-796. (SCI, JCR: Q1, TOP 7 Hottest Articles in 2013) Gang Niu, Bo-Suk Yang, Intelligent condition monitoring and prognostics system based on data fusion strategy, Expert Systems With Applications 37(12) (2010). (SCI, JCR: Q1) W. Caesarendra, Gang Niu, Bo-Suk Yang,Machine condition prognosis based on sequential Monte Carlo method, Expert Systems with Applications, 37 (2010) 2412-2420. (SCI, JCR: Q1) Gang Niu, Bo-Suk Yang, Dempster-Shafer regression for multi-step ahead time-series prediction towards data-driven machinery prognosis, Mechanical Systems and Signal Processing 23(3) (2009) 740-751.( SCI, JCR: Q1) Jong-Duk Son, Gang Niu, Bo-Suk Yang, Don Ha Hwang, Dong Sik Kang, Development of smart sensors system for machine fault diagnosis, Expert Systems with Applications 36(9) (2009) 11981-11991. (SCI, JCR: Q1) Gang Niu, Achmad Widodo, Jong-Duk Son, Bo-Suk Yang, Don-Ha Hwang, Dong-Sik Kang, Decision-level fusion based on wavelet decomposition for induction motor fault diagnosis using transient current signal, Expert Systems with Applications 35(3) (2008) 918-928. (SCI, JCR: Q1) Gang Niu, Tian Han, Bo-Suk Yang, Andy Chit Chiow Tan, Multi-agent decision fusion for motor fault diagnosis, Mechanical Systems and Signal Processing 21(3) (2007) 1285-1299. (SCI, JCR: Q1) Gang Niu, Jong-Duk Son, Achmad Widodo, Bo-Suk Yang, Don-Ha Hwang, Dong-Sik Kang, A comparison of classifier performance for fault diagnosis of induction motor using multi-type signals, Structural Health Monitoring 6(3) (2007) 215-229. (SCI, JCR: Q1) Gang Niu, Sun-Soon Lee, Bo-Suk Yang, Soo-Jong Lee, Decision fusion system for fault diagnosis of elevator traction machine, Journal of Mechanical Science and Technology 22(1) (2008) 85-95. (SCI, JCR: Q3) Gang Niu*, Daniel Lau, Michael Pecht, Computer manufacturing management integrating lean six sigma and prognostic health management, International Journal of Performability Engineering 6(4) (2010) 351-360. (EI) 牛刚*，刘峥，余旭涛，车用IGBT模块健康管理技术综述，同济大学学报（自然科学版） 50(7) (2022) 1026-1034. (EI) 牛刚*，曹雪杰，高速列车双通道速度传感器故障检测与隔离研究，仪器仪表学报 (2017) (EI) 牛刚*，刘森秩，永磁牵引系统退磁故障自主延寿控制，仪器仪表学报 38(9) (2017) 2251-2257. (EI) 牛刚*，江俊杰，基于相似度建模的永磁牵引列车健康优化控制，仪器仪表学报 2 (2017) 480-486. (EI) 牛刚*，李浩，基于语义推理和数据融合的IETM综合诊断系统，仪器仪表学报 37(9) (2016) 1971-1977. (EI) 牛刚*，赵亚君，基于键合图模型的机车制动系统故障检测与隔离，同济大学学报（自然科学版）6 (2015) 894-899. (EI)

学术兼职

SCI期刊《Proc IME Part C：Journal of Mechanical Engineering Science》副主编 SCI期刊《International Journal of Applied Mathematics and Computer Science》编委 EI期刊《仪器仪表学报》编委中国振动工程学会动态信号分析专业委员会常务理事中国振动工程学会故障诊断专业委员会理事中国自动化学会技术过程故障诊断专业委员会委员 IEEE高级会员、CAA高级会员、CSVE高级会员 UL4600 & IEEE 1413.1国际标准工作组成员同济大学机械工程学科学术委员会/学位评定委员会委员国家自然科学基金委评审专家，教育部学位中心学位论文评审专家