Shuguang HE
Professor
Department of Business Administration
Tel:
E-mail: shuguanghe@tju.edu.cn
Research Interests: Quality Management & Quality Engineering;
Operations Management; Information Systems
【Education】
Time
2000-2002
Education/Working Experience
Management Science & Engineering, Tianjin University, Ph. D
June, 2012-Now
College of Management & Economics, Tianjin University, Professor
June, 2004-June,2012
College of Management & Economics, Tianjin University, Associate
Professor
Dec., 2009-June, 2010
Virginia Tech, Visiting Scholar
【Academic Part-time Job】
[1] Member of Academic and Educational Committee of CAQ (China Association for Quality).
[2] The member of the council of TAAS (Tianjin Association for Applied Statistics)
【Academic Research Projects】
[1] Multivariate Process Monitoring and Fault Isolation using Machine Learning Techniques, support
by National Science Foundation of China, 2011.1-2013.12
[2] On Theory and Methodology of Quality Monitoring and Fault Diagnosis in Complicated Product
Manufacturing Processes, supported by National Science Foundation of china, 2010.1-2013.12
【Representative Academic papers】
[1]. Shuguang HE, G. Alan WANG, Deborah F. COOK. Multivariate Measurement System
Analysis in Multisite Testing: An Online Technique using Principal Component Analysis.
Expert Systems with Applications, 2011,38(12):14602-14608. (SCIE & EI)
[2]. Shuguang HE, Zhen HE, Gang A WANG. CUSUM Charts for Monitoring Bivariate
Zero-Inflated Poisson Processes with an Application in the LED Packaging Industry. IEEE
Transactions on Components, Packaging and Manufacturing Technology. 2012, 2
(1):169-180. (SCIE & EI)
[3]. Shuguang HE, Wandi HUANG, William H. WOODALL. CUSUM Charts for Monitoring a
Zero-Inflated Poisson Process. Quality and Reliability Engineering International. 2012, 28(2):
181-192 (SCIE & EI)
[4]. Shuguang HE, Zhen HE, Gang A WANG. CUSUM Control Charts for Multivariate Poisson
Distribution. Communications in Statistics-Theory and Methods. (Accepted) (SCIE)
[5]. Shuguang HE, Shijie LI, Zhen HE. A Combination of CUSUM Charts for Monitoring a
Zero-inflated Poisson Process. Communications in Statistics-Simulation and Computation.
(Accepted) (SCIE)
[6]. Shuguang HE, Zhen HE, Gang A WANG. Online Monitoring and Fault Identification of Mean
Shifts in Bivariate Processes Using Decision Tree Learning Techniques. Journal of Intelligent
Manufacturing. 2013,24(1):25-34 (SCIE & EI)
[7]. Shuguang HE, Gang A Wang, Min Zhang, Deborah F Cook. Multivariate Process Monitoring
and Fault Identification of Mean and Variance Shifts using Multiple Decision Tree Classifiers.
International Journal of Production Research, 2013, 51(11): 3355-3371 (SCIE)
[8]. HE Shuguang, QI Ershi, HE Zhen, NIE Bin. Quality Control of Semiconductor Packaging
based on Principal Component Analysis. Chinese Journal of Mechanical Engineering. 2007,
20(6): 84-86 (EI)
[9]. HE Shuguang, QI Ershi, HE Zhen. Multivariate Statistical Process Control and Fault
Diagnosis based on Projection Transformation. Journal of Tianjin University. 2008, 41(12):
1512-1517. (EI) (In Chinese)
[10]. HE Shuguang, HE Zhen, QI Ershi. Performance Analysis and Optimization of EWMA Control
Chart based on Markov Chain Model. System Engineering and Electronics. 2008, 30(6):
84-86 (EI) (In Chinese)
[11]. HE Shuguang, QI Ershi, HE Zhen. Study on the Method of Process Capability Index of
Multivariate Quality Characteristics based on Projection Pursuit Model. Journal of
Management Science. 2007, 20(2):9-14. (In Chinese)
[12]. HE Shuguang, ZHENG Yisong, QI Ershi & ZHANG Min. Relevance Vector Machine
Regression Models for Complex Surface Fitting and Its Generalization Ability. System
Engineering. 2009, 27(12):73-78. (In Chinese)
[13]. Kong Haining, QI Ershi, HE Shuguang & LI Gang. MILP Model for Plant-wide Optimal
By-product Gas Scheduling in Iron and Steel Industry. Journal of Iron and Steel Research
International. 2010, 17(7):34-37. (SCIE)
[14]. QI Ershi, KONG Haining, HE Shuguang. Multiperiod Optimal Byproduct Gas Scheduling in
Iron and Steel Industry. System Engineering-Theory & Practice. 2010, 30(11): 2071-2079. (EI)
(In Chinese)
[15]. YAN Wei, HE Zhen, TIAN Wenmeng, HE Shuguang. Complex Products Critical-to-Quality
Characteristics Identification based on IG. Industrial Engineering and Management. 2012,
17(1):70-74. (In Chinese)
【Honors and Awards】
[1] The 11st award of Tianjin Science & Technology for Youth
[2] The 2nd award for advancement in Science & Technology of Tianjin(2004)(2)
[3] The 12nd First Outstanding Achievement Award for Social Science of Tianjin (2010)(4)