ZHANG Min
Professor
Email: zhangmin@swjtu.edu.cn
Links: https://faculty.swjtu.edu.cn/zhangmin/en/index.htm
BIO
Education
PhD, Southwest Jiaotong University, Mechanical and Electronic Engineering (2013)
Joint PhD, Auburn University , Industrial and Systems Engineering, Joint PhD (2010-2011)
B.S., Southwest Jiaotong University , Industrial Engineering (2008)
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 complex industrial processes or key components.
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.
