Zhang Min
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Supervisor of Master's Candidates
- Master Tutor
- Education Level:PhD graduate
- Degree:Doctor of engineering
- Business Address:Room 0612B, Zonghe Building, Jinli Campus
- Alma Mater:Southwest Jiaotong University
- Supervisor of Master's Candidates
- School/Department:School of Mechanical Engineering
- Discipline:Mechanical Design and Theory
Mechanical Engineering
Contact Information
- OfficePhone：
- PostalAddress：
- Email：
- Profile
- Research Focus
- Honors & Awards
- Social Affiliations
Education
PhD, Southwest Jiaotong University, Mechanical and Electronic Engineering (2013)
Joint PhD, Auburn University（USA） , Industrial and Systems Engineering, Joint PhD (2010-2011)
B.S., Southwest Jiaotong University , Industrial Engineering (2008)
Employment
Academic Appointments
Lecturer (equivalent to Assistant Professor), School of Mechanical Engineering, Southwest Jiaotong University, China (2013-present)
Lecturer (equivalent to Assistant Professor), SWJTU-LEEDS JOINT SCHOOL, Southwest Jiaotong University, UK (2016-present)
Postdoctoral Fellow, Transportation Engineering, School of Mechanical Engineering, Southwest Jiaotong University, China (2019-present)
Research Interests
Intelligent fault diagnosis, Quality control, Machine learning, Optimization.
SELECTED PUBLICATIONS
Principal Publications of the Last Five Years
Xunjie Zhang,Min Zhang*, Zaiyu Xiang, Jiliang Mo.Research on diagnosis algorithm of mechanical equipment brake friction fault based on MCNN-SVM[J]. Measurement, 2021.
Yaoxiang Yu, Min Zhang*. Control Chart Recognition Based on the parallel Model of CNN and LSTM with GA Optimization[J]. Expert Systems with Applications, 2021. DOI: 10.1016/j.eswa.2021.115689
Min Zhang*, Yi Yuan, Wenming Cheng. Multistage Condition Monitoring of Batch Process Based on Multi-boundary Hypersphere SVDD with Modified Bat Algorithm[J]. Arabian Journal for Science and Engineering, 2021,46: 1647–1661.
Min Zhang*, Guowen Xiong, Shanshan Bao, Chao Meng. A Time-Division Distribution Strategy for the Two-Echelon Vehicle Routing Problem with Demand Blowout [J]. Journal of Industrial and Management Optimization, 2021.
Min Zhang*, Ruiqi Wang, Zhenyu Cai, Wenming Cheng. Phase Partition and Identification Based on KECA and MSVM_FWA for Multi-phase Batch Process Fault Diagnosis[J].Transactions of the Institute of Measurement and Control, 2020, 42(12): 2324-2337.
Min Zhang*, Yi Yuan, Ruiqi Wang, Wenming Cheng. Recognition of Mixture Control Chart Patterns based on Fusion Feature Reduction and Fireworks Algorithm Optimized MSVM[J]. Pattern Analysis and Applications, 2020, 23(1): 15-26.
RESEARCH
Current Research
Intelligent fault detection and diagnosis of high-speed train brake system.
Intelligent quality control and prediction method of complex production process.
Intelligent pattern recognition of complex process quality
TEACHING
Primary Teaching areas
Mechanical Engineering
Industrial Engineering
Current Courses
Engineering economics and management
Supply chain management
Additive manufacturing
GRADUATE SUPERVISION
I am available for supervision. Over the past five years, I have supervised and graduated 6 Masters.
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Education Background
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Positions & Employments
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Research Group
1.Name of Research Group:机械系统动力学与可靠性研究团队
2.Name of Research Group:高速铁路施工、维护及救援重大装备关键技术研究团队
3.Name of Research Group:工业工程与系统工程研究团队