Education background
PhD,Tsinghua University, Control Science and Technology, 2010
B.S.Harbin Institute of Technology, Automation, 2004
Experience
12/2015-present,Senior Research Scientist, Division of Magnetic Bearing Technology,INET
07/2010-12/2015,Research Scientist, Division of Magnetic Bearing Technology, INET
Social service
Journal Reviewer
Nonlinear Dynamics
IEEE Transactions on Industrial Electronics
Mechanical Systems and Signal Processing
Complexity
Areas of Research Interests/ Research Projects
Dr.Sun’s 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
2019 -2020, Ministry of Science and Technology
Research on Localization Technology of Magnetic Bearing for High Temperature Gas-cooled Reactor
The active magnetic bearing (AMB) is the core supporting component of two key equipment of the high-temperature gas-cooled nuclear power plant, namely the main helium blower and the helium compressor of the fuel processing system. By utilizing AMBs, many problems caused by mechanical bearings, such as lubricating oil contamination, sealing systems, and bearing replacement in the primary circuit of the reactor, can be prevented. It is the preferred support solution for these two equipment.
The goal of the project is to solve the key technical problems of AMBs, which are applied in the main helium blower and the helium compressor in the modular high-temperature gas-cooled reactors (HTR). The technical requirements of HTR are considered and the achievements in the previous researches are incorporated in this project. The core technologies including engineering design, manufacturing, testing, commissioning, operation and maintaining will be developed in this project. The expected achievements is the localized active magnetic bearing product with completely independent intellectual property rights, which meets the requirements of HTR application.
2011-2018, National Energy Administration
Research on Active Magnetic Bearing for Main Helium Blower
The core result of this project is the research on the key technology of active magnetic bearing (AMB), and the development of the AMB system for the main helium blower suitable for HTR-PM application. According to the requirements of nuclear power plant application, various verification tests on 1MPa nitrogen circuit and 7MPa helium circuit have been completed. During the tests, many unexpected operating conditions were found, and the developed AMB system operated far beyond the designed conditions in some tests, but the AMB system did not have any major failures. In contrast, the imported bearing system has not undergone a complete circuit test. Therefore, the AMB system developed in this project is at least as good as the imported bearing system in terms of technical indicators. In terms of economic indicators, the cost can be reduced by more than 50% by applying the developed AMB. Thus this project made a good foundation for improving the economics of commercial high-temperature gas-cooled reactors.
Honors And Awards
The Third-class prize in the 11th Young Teachers Teaching Basic Skills Competition of Universities in Beijing, Beijing Municipal Education Commission and etc..
The First-class Prize in the 8th Young Teacher Teaching Competition of Tsinghua University，Tsinghua University
Academic Achievement
Publications
Fan Tianpeng, Yu Jinpeng, Sun Zhe, et al. Theory and Simulation of Linearized Force Coefficients for Active Magnetic Bearings with Multiple Magnetic Poles. ACES Journal, 2019, 34(4): 598-604.
Zhang Xiaoshen, Fan Tianpeng, Sun Zhe, et al. Nonlinear Analysis of Rotor-AMB System with Current Saturation Effect .ACES Journal, 2019, 34(4): 557-566.
Yu Jinpeng, Zhou Yan, Sun Zhe, et al. Stability Experiment of the High-Speed Active Magnetic Bearing-Flywheel System in the Rotating Frame . ACES Journal, 2019, 34(4): 547-556.
Du Guowei, Shi Zhengang, Sun Zhe, et al. Analysis of Unbalanced Response of Rigid Rotor Supported by AMBs under Coupling Dynamic and Control Methods. ACES Journal, 2019, 34(4): 512-519.
Yan Xunshi, Sun Zhe, Zhao Jingjing, et al. Fault diagnosis of rotating machinery equipped with multiple sensors using space-time fragments. Journal of Sound and Vibration, 2019, 456: 49-64.
Yan Xunshi, Sun Zhe, Zhao Jingjing, et al. Fault Diagnosis of Active Magnetic Bearing–Rotor System via Vibration Images. Sensors, 2019, 19(2).
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.
Yu Jinpeng, Zhou Yan, Sun Zhe, et al. Theoretical analysis and experimental research on the influence of rotor non-mechanical errors on the inductive transducer in AMBs. Sensors, 2018, 18(12).
Zhang Xiaoshen, Sun zhe, Fan Tianpeng, et al. A Review on Hysteresis in Magnetic Bearing-Rotor System. The 16th International Symposium on Magnetic Bearings (ISMB16), 2018.
Zhao Jingjing, Sun Zhe, Yan Xunshi, et al. Helium Blower Test Based on Aerodynamic Force Simulation. Annals of Nuclear Energy, 2018, 118: 283-290.
Yang Guojun, Liu Xingnan, Sun Zhe, et al. Research on auxiliary bearing structure with buffer shim based on LS-DYNA for helium circulator of HTR-10. International Conference on Nuclear Engineering (ICONE26), 2018.
Fan Tianpeng, Sun Zhe, Zhang Xiaoshen, et al. Residual Unbalanced Mass Determination of an AMBs Controlled Rotor Based on Control Current Analysis of the Feedback Loop. International Conference on Nuclear Engineering (ICONE26), 2018.
Zhang Xiaoshen, Fan Tiapeng, Sun Zhe, et al. Analysis of the nonlinear behaviors in a rotor-active magnetic bearings system. Chinese International Turbomachinery Conference-3rd（CITC）, 2018.
Du Guowei, Liu Xingnan, Sun Zhe, et al. The effect of interference fit on AMB rotor modal analysis. Chinese International Turbomachinery Conference-3rd（CITC）, 2018.
Fan Tianpeng, Zhang Xiaoshen, Sun zhe, et al. Theory of unbalance response analysis of an active magnetic bearing controlled rotor. 2nd IEEE Conference on Advances in Magnetics, 2018.
Zhang Xiaoshen, Fan Tianpeng, Sun Zhe, et al. Nonlinear dynamics analysis of rotor-active magnetic bearings system. 2nd IEEE Conference on Advances in Magnetics, 2018.
Sun Zhe, Yan Xunshi, Zhao Jingjing, et al. Dynamic Behavior Analysis of Touchdown Process in Active Magnetic Bearing System Based on a Machine Learning Method . Science and Technology of Nuclear Installations, 2017, 2017.
He Ying, Shi Lei, Sun Zhe, et al. Unbalance Compensation of a Full Scale Test Rig Designed for HTR-10GT: A Frequency-Domain Approach Based on Iterative Learning Control. Science and Technology of Nuclear Installations, 2017, 2017.
Yan Xunshi, Zhao Jingjing, Sun Zhe, et al. A method to select weights in online dynamic balance technology based on rotor- active magnetic bearing system. International Conference on Nuclear Engineering (ICONE25), 2017.
Chen Jianqiang, Sun Zhe, Yang Guojun, et al. Research on rolling-sliding integrated auxiliary bearing and its application in high temperature reactor. International Conference on Nuclear Engineering (ICONE25), 2017.
Zhao Jingjing, Sun Zhe, Yan Xunshi, et al. Field Dynamic Balancing System Based on Labview in AMB-Flexible Rotor System. The 15th International Symposium on Magnetic Bearings (ISMB15), 2016.
Wang Hong, Wang Yu, Sun Zhe, et al. Study on balance of axial force in helium circulator for HTR-PM. 8th International Topical Meeting on High Temperature Reactor Technology (HTR 2016), 2016.
He Ying, Sun Zhe, Shi Zhengang, et al. Modeling and analysis of an AMB system with flexible rotor in HTR-10GT. 8th International Topical Meeting on High Temperature Reactor Technology (HTR 2016), 2016.
He Ying, Sun Zhe, Zhao Jingjing, et al. Comparison of a Model-based and a Model-free Unbalance Control Methods in Magnetic Bearing System. 14th International Symposium on Magnetic Bearings (ISMB14), 2014.
Sun Zhe, Zhao Jingjing, Shi Zhengang, et al. Identification of magnetic bearing system using a novel subspace identification method. 14th International Symposium on Magnetic Bearings (ISMB14), 2014.
Sun Zhe, He Ying, Zhao Jingjing, et al. 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, Kang Xiao, Zhao Jingjing, et al. Dynamic behavior analysis of touchdown process in active magnetic bearing system based on Kalman filtering. International Conference on Nuclear Engineering (ICONE21), 2014.
Zhao Jingjing, Zhou Yan, Sun Zhe, et al. Circularity Error Analysis of Axial Displacement Sensor Detecting Surface for active magnetic bearings of 10MW High Temperature Gas-cooled Reactor（HTR-1
