Education

PhD, Tsinghua University, Control Science and Technology, 2010

B.S., Harbin Institute of Technology, Automation, 2004

 

Work Experience

12/2015-present, Research Associate Professor, Division of Magnetic Bearing Technology, INET

07/2010-12/2015, Research Assistant Professor, Division of Magnetic Bearing Technology, INET

 

Social service

Journal Reviewer

ACES Journal

Complexity

IEEE Transactions on Industrial Electronics

IEEE Transactions on Neural Networks and Learning Systems

ISA Transactions

Journal of Process Mechanical Engineering

Mechanical Systems and Signal Processing

Nonlinear Dynamics

 

Areas of Research Interests/ Research Projects

Dr. Sun抯 research interests are in the areas of active magnetic bearing and rotating machinery, etc.

 

Control of active magnetic bearing

Research on control theories and technics for active magnetic bearing, including nonlinear control, robust control, repetitive control, etc.

 

Dynamics of rotating machinery

Rotor dynamic theories in active magnetic bearing supported rotating machinery, including nonlinear dynamics, stability analysis, balancing theory, etc.

 

Fault diagnosis of active magnetic bearing

Predictive diagnosis of fault of bearing and rotor.

 

Machine learning

Machine learning theory, especially statistic learning theory, and its application in advanced condition monitoring and fault diagnosis in active magnetic bearing systems.

Research Status

2004-present

Statistical learning theory

 

2010-present

Advanced control of active magnetic bearing systems

 

2016-present

Nonlinear dynamics in active magnetic bearing systems

 

2020-present

Fault diagnosis of active magnetic bearing systems

 

Honors and Awards

2019, The Third-class prize in the 11th Young Teachers Teaching Basic Skills Competition of Universities in Beijing, Beijing Municipal Education Commission

2018, The First-class Prize in the 8th Young Teacher Teaching Competition of Tsinghua University，Tsinghua University

 

Selected Academic Achievement

Zhang Xiaoshen, Sun Zhe, Zhao Lei, et al. Analysis of supercritical pitchfork bifurcation in active magnetic bearing-rotor system with current saturation. Nonlinear Dynamics, 2021, 104: 103-123

 

Sun Zhe, Zhang Xiaoshen, Fan Tianpeng, et al. Nonlinear dynamic characteristics analysis of active magnetic bearing system based on cell mapping method with a case study. Mechanical Systems and Signal Processing, 2019, 117: 116-137.

 

Sun Zhe, He Ying, Zhao Jingjing, et al.燶r Identification of active magnetic bearing system with a flexible rotor, Mechanical Systems and Signal Processing, 2014, 49(1-2): 302-316.

 

Sun Zhe, Zhao Jingjing, Shi Zhengang, et al.?Soft sensing of magnetic bearing system based on support vector regression and extended Kalman filter. Mechatronics, 2014, 24(3): 186-197.

 

Sun Zhe, Zhang Zengke, Wang Huangang, et al. Cutting plane method for continuously constrained kernel-based regression. IEEE Transactions on Neural Networks, 2010, 21(2): 238-247.