Zhiqiang CAI


http://teacher.nwpu.edu.cn/en/caizhiqiang

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The basic information

Zhiqiang CAI

School of Mechanical Engineering

Postgraduate

Doctor

Professor

Work Experience

Visiting scholar, October 2018 - September 2019

Kellogg School of Management, Northwestern University, U.S.A.

Professor, July 2017-Now

Department of Industrial engineering, School of Mechanical Engineering, P.R. China. 

Associate Professor, May 2012-June 2017

Department of Industrial engineering, School of Mechanical Engineering, P.R. China. 

Assistant Professor, September 2010-April 2012

Department of Industrial engineering, School of Mechanical Engineering, P.R. China.

Research Assistant, June 2010-Augest 2010

Department of Industrial engineering, School of Mechanical Engineering, P.R. China. 

Education Experience

Ph.D. of Management, September 2005-June 2010

Management Science and Engineering, Northwestern Polytechnical University, P.R. China

Co-supervised Doctoral Student, October 2007-October 2008

Industrial Engineering, Ecole Centrale Paris, France

Master of Management, September 2003-April 2006

Management Science and Engineering, Northwestern Polytechnical University, P.R. China

Bachelor of Engineering, September 1999-July 2003

Aircraft Design and Engineering, Northwestern Polytechnical University, P.R. China 

Scientific Research

1. National Natural Science Foundation of China (General project), Performance analysis and optimization for reconfigurable system based on resilience index, 71871181, 2019.1-2022.12, 490000 RMB, PI

2. National Natural Science Foundation of China (General project), Importance measure and optimization of repairable system with mission success probability, 71471147, 2015.1-2018.12, 600000 RMB, PI

3. National Natural Science Foundation of China (Youth project), Research of failure inference model for complex equipment based on Bayesian networks, 71101116, 2012.1-2014.12, 200000 RMB, PI

4. National Natural Science Foundation of China (Key project), A research on the theory and methods for modeling and analysis of system reliability, 71631001, 2017.1-2021.12, 2300000 RMB, Co-PI

5. National Natural Science Foundation of China (General project), Importance measures for multi-state complex systems under uncertain environment, 71271170, 2013.1-2016.12, 560000 RMB, Co-PI

Academic Achievements

1. Yongjun Du, Zhenggeng Ye, Pan Zhang, Yaqi Guo, Zhiqiang Cai. Evaluating network importance measures based on the construction spectrum. Advances in Mechanical Engineering, 2019, 11(3): 1687814019830836.

2. Jiangbin Zhao, Shubin Si, Zhiqiang Cai. A multi-objective reliability optimization for reconfigurable systems considering components degradation. Reliability Engineering & System Safety, 2019, 183, 104-115.

3. Zhiqiang Cai, Shubin Si, Yan Liu, Jiangbin Zhao. Maintenance Optimization of Continuous State Systems Based on Performance Improvement. IEEE Transactions on Reliability, 2018, 67(2): 651-665.

4. Zhiqiang Cai, Peng Guo, Shubin Si, Zhimin Geng, Chen Chen, Longlong Cong. Analysis of prognostic factors for survival after surgery for gallbladder cancer based on a Bayesian network. Scientific Reports, 2017, 7(1): 293.

5. Longlong Cong, Zhiqiang Cai, Peng Guo, Chen Chen, Dechun Liu, Wenzhi Li, Lin Wang, Yaling Zhao, Shubin Si, Zhimin Geng. Decision of surgical approach for advanced gallbladder adenocarcinoma based on a Bayesian network. Journal of Surgical Oncology, 2017, 116(8): 1123-1131.

6. Jiangbin Zhao, Peiyong Hou, Zhiqiang Cai, Yang Li, Peng Guo. Research of mission success importance for a multi-state repairable k-out-of-n system. Advances in Mechanical Engineering, 2017, 10(2): 1687814018762208.

7. Lijun Shang, Zhiqiang Cai. Optimal replacement policy of products with repair-cost threshold after the extended warranty. Journal of Systems Engineering and Electronics, 2017, 28(4): 725-731.

8. Zhiqiang Cai, Shubin Si, Shudong Sun, Caitao Li. Optimization of linear consecutive-k-out-of-n system with a Birnbaum importance-based genetic algorithm. Reliability Engineering and System Safety, 2016, 152: 248-258.

9. Lijun Shang, Shubin Si, Zhiqiang Cai. Optimal maintenance–replacement policy of products with competing failures after expiry of the warranty. Computers & Industrial Engineering, 2016, 98: 68-77.

10. Zhiqiang Cai, Shudong Sun, Shubin Si, Hongyan Dui. Learning Bayesian network structure with immune algorithm. Journal of Systems Engineering and Electronics, 2015, 26(2): 282-291.

11. Zhiqiang Cai, Shubin Si, Chen Chen, Yaling Zhao, Yongyi Ma, Lin Wang, Zhimin Geng. Analysis of prognostic factors for survival after hepatectomy for hepatocellular carcinoma Based on a Bayesian network. PLOS ONE, 2015, 10(3): e0120805.

12. Xibin Zhao, Shubin Si, Hongyan Dui, Zhiqiang Cai, Junbo Wang, Xiaoyu Song. Compositional performance evaluation with importance measures. Communications in Statistics-Theory and Methods, 2015, 44(24): 5240-5253.

13. Zhiqiang Cai, Weitao Si, Shubin Si, Shudong Sun. Modeling of failure prediction Bayesian network with divide-and-conquer principle. Mathematical Problems in Engineering, 2014, vol. 2014, Article ID 210714, 8 pages.

14. Hongyan Dui, Shubin Si, Lirong Cui, Zhiqiang Cai, Shudong Sun. Component importance for multi-state system lifetimes with renewal functions. IEEE Transactions on Reliability, 2014, 63(1):105-117.

15. Ning Wang, Shudong Sun, Zhiqiang Cai, Shuai Zhang and Can Saygin. A hidden semi-Markov model with duration-dependent state transition probabilities for prognostics. Mathematical Problems in Engineering, 2014, vol. 2014, Article ID 632702, 10 pages.

16. Shumin Li, Shubin Si, Hongyan Dui, Zhiqiang Cai, Shudong Sun. A novel decision diagrams extension Method. Reliability Engineering and System Safety, 2014, 126: 107-115.

17. Hongyan Dui, Shubin Si, Zhiqiang Cai, Shudong Sun, Yingfeng Zhang. On the use of importance measure for multi-state repairable k-out-of-n: G systems. Communications in Statistics-Theory and Methods, 2014, 43(13): 2766-2781.

18. Zhiqiang Cai, Shubin Si, Hongyan Dui, Shudong Sun. Relationship and changing analysis of Birnbaum importance for different components with Bayesian networks. Quality Technology & Quantitative Management, 2013, 10(2): 203-219.

19. Xibin Zhao, Shubin Si, Hongyan Dui, Zhiqiang Cai, Shudong Sun. The integrated importance measure for multi-state coherent systems of k level. Journal of Systems Engineering and Electronics, 2013, 24(6): 768-774.

20. Hongyan Dui, Shubin Si, Shudong Sun, Zhiqiang Cai. Gradient computations and geometrical meaning of importance measures. Quality Technology & Quantitative Management, 2013, 10(3): 305-318.

21. Hongyan Dui, Shubin Si, Zhiqiang Cai, Shudong Sun, Yingfeng Zhang. Importance measure of system reliability upgrade for multi-state consecutive k-out-of-n systems. Journal of System Engineering and Electronics, 2012, 23(6): 936-942.

22. Shubin Si, Hongyan Dui, Zhiqiang Cai, Shudong Sun, Yingfeng Zhang. Joint integrated importance measure for Multi-State Transition Systems. Communications in Statistics - Theory and Methods, 2012, 41(21): 3846-3862.

23. Shubin Si, Hongyan Dui, Zhiqiang Cai, Shudong Sun. The Integrated Importance Measure of Multi-State Coherent Systems for Maintenance Processes. IEEE Transactions on Reliability, 2012, 61(2): 266-273.

24. Zhiqiang Cai, Shudong Sun, Shubin Si, Bernard Yannou. Identifying product failure rate based on a conditional Bayesian network classifier. Expert Systems with Applications, 2011, 38: 5036-5043.

25. Shubin Si, Zhiqiang Cai, Shudong Sun, Shenggui Zhang. Integrated importance measures of multi-state systems under uncertainty. Computers & Industrial Engineering, 2010, 59(4): 921-928.