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MCE:Liu Zhiliang

published: 2016-12-30 10:09:17       hits: 

name : Liu Zhiliang Sex: Male phone: +8613438832072
email: Zhiliang_Liu@uestc.edu.cn office-address: Room 313, KeYanLou A, Qingshuihe Campus
PH.D  Supervisor: No Master Supervisor: Yes
major: Mechanical Engineering
research interst: 08 Condition Monitoring and Fault Diagnosis
Biography: Dr. Zhiliang Liu’s research interests mainly include machinery fault diagnosis and prognosis, signal processing, and data mining. He published more than 30 papers including 10+ journal papers. He currently held 7 research grants from National Natural Science Foundation of China, Open Grants of National Key Laboratory, China Postdoctoral Science Foundation, et al. For more information about my research, please go to the following website: https://www.researchgate.net/profile/Zhiliang_Liu5
Education experience: Zhiliang Liu received the B.S. degree in School of Electrical and Information Engineering, Southwest University for Nationalities, Chengdu, in 2006. He visited University of Alberta as a visiting scholar from 2009 to 2011. He got his Ph.D. degree on June 2013 from the School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu.
Selected Publications: [1] Zhiliang Liu*. Fast kernel feature ranking using class separability for big data mining. Journal of Supercomputing, 72(8): 3057–3072, 2016.
[2] Zhiliang Liu*, Ming J. Zuo, and Yong Qin. Remaining useful life prediction of rolling element bearings based on health state assessment. Proceedings of the Institution of Mechanical Engineers, Part C, Journal of Mechanical Engineering Science, 230(2): 314–330, 2016.
[3] Zhiliang Liu*, Ming J. Zuo, Xiaomin Zhao, and Hongbing Xu. An analytical approach to fast parameter selection of Gaussian RBF kernel for support vector machine. Journal of Information Science and Engineering, 31(2): 691-710, 2015.
[4] Zhiliang Liu*, Xiaomin Zhao, Ming J. Zuo, and Hongbing Xu. Feature selection for fault level diagnosis of planetary gearboxes. Advances in Data Analysis and Classification, 8(4): 377-401, 2014.
[5] Zhiliang Liu, Ming J. Zuo*, and Hongbing Xu. Feature ranking for support vector machine classification and its application to machinery fault diagnosis. Proceedings of the Institution of Mechanical Engineers, Part C, Journal of Mechanical Engineering Science, 227(9): 2077-2089, 2013.
[6] Zhiliang Liu*, Ming J. Zuo, and Hongbing Xu. Fault diagnosis for planetary gearboxes using multi-criterion fusion feature selection framework. Proceedings of the Institution of Mechanical Engineers, Part C, Journal of Mechanical Engineering Science, 227(9): 2064-2076, 2013.
[7] Zhiliang Liu, Jian Qu, Ming J. Zuo*, and Hongbing Xu. Fault level diagnosis for planetary gearboxes using hybrid kernel feature selection and kernel Fisher discriminant analysis. International Journal of Advanced Manufacturing Technology, 67(5-8): 1217-1230, 2013.
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