赵秀杰

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电子邮箱：xiujiezhao@tju.edu.cn
研究方向：可靠性工程；应用统计；质量管理；风险管理

个人简介
研究成果
研究项目
学术与社会服务
【个人简介】
赵秀杰，天津大学管理与经济学部工业工程系副教授。分别于2009年、2013年和2018年获得清华大学、宾夕法尼亚州立大学、香港城市大学工业工程专业学士、硕士与博士，并分别于2017年和2018年短期访问法国格勒诺贝尔大学与英剑桥大学。“北洋****英才计划”入选者。主要研究领域为可靠性与质量管理、实验设计、质保策略优化、系统维修优化与工业统计。曾在IISE Transactions，Journal of Quality Technology，Reliability Engineering & System Safety，IEEE Transactions on Reliability等国际期刊上发表论文十余篇，并曾获得ISE Magazine Featured Article荣誉。另外，曾发表数篇国际会议论文，并获得第46届Computers and Industrial Engineering国际会议优秀论文奖。担任Journal of Quality Technology，Reliability Engineering & System Safety，IEEE Transactions on Reliability, International Journal of Production Research等国际期刊审稿人。
【教育与工作经历】
时间
单位
学位/职务

2019.9至今
天津大学管理与经济学部
副教授

2019.3-2019.7
新加坡高性能计算研究所
科学家

2018.9-2019.1
香港城市大学数据科学学院
博士后

2015-2018
香港城市大学系统工程与工程管理系
博士

2013-2015
宾夕法尼亚州立大学工业工程系
硕士

2009-2013
清华大学工业工程系
学士


【期刊论文】
1. Wang, X., Zhao, X., and Liu, B.* (in press). Design and pricing of extended warranty menus based on the multinomial logit choice model. European Journal of Operational Research.
2. Liu, B., Zhao, X., Liu, G. and Liu, Y*. (2020). Life cycle cost analysis considering multiple dependent degradation processes and environmental influence. Reliability Engineering & System Safety, 197, 106784.
3. Feng, Q., Zhao, X., Fan, D., Cai, B., Liu, Y., and Ren, Y*. (2019). Resilience design method based on meta-structure: A case study of offshore wind farm. Reliability Engineering & System Safety, 186, 232–244.
4. Wei, G., Zhao, X., He, S.* and He, Z. (2019). Reliability modeling with condition-based maintenance for binary-state deteriorating systems considering zoned shock effects. Computers & Industrial Engineering, 130, 282-297.
5. Zhao, X.*, He, K., Kuo, W. and Xie, M. (2020). Planning accelerated reliability tests for mission-oriented systems subject to degradation and shocks. IISE Transactions, 52(1), 91-103.
6. Xu, J.*, Zhao, X. and Liu, B. (2019). Parameter estimation for load-sharing system subject to Wiener degradation process using E-M algorithm. Quality and Reliability Engineering International, 35(4), 1010-1024.
7. Liu, Y.*, Liu, B., Zhao, X. and Xie, M. (2019). Development of RVM-based multiple-output soft-sensors with serial and parallel stacking strategies. IEEE Transactions on Control Systems Technology, 27(6), 2727 – 2734.
8. Zhao, X.*, Gaudoin, O., Doyen, L. and Xie, M. (2019). Optimal inspection and replacement policy based on experimental degradation data with covariates. IISE Transactions, 51(3), 322-336
9. Zhao, X.*, Pan, R., del Castillo, E. and Xie, M. (2019). An adaptive two-stage Bayesian model averaging approach to planning and analyzing accelerated life tests under model uncertainty. Journal of Quality Technology, 51(2), 181-197.
10. Zhao, X.*, He, S., He, Z. and Xie, M. (2018). Optimal condition-based maintenance policy with delay for systems subject to competing failures under continuous monitoring. Computers & Industrial Engineering, 124, 535-544.
11. Zhao, X.*, Liu, B. and Liu, Y. (2018). Reliability modeling and analysis of load-sharing degrading systems. IEEE Transactions on Reliability, 67(3), 1096-1110.
12. Zhao, X.*, He, S. and Xie, M. (2018). Utilizing experimental degradation data for warranty cost optimization under imperfect repair. Reliability Engineering & System Safety, 177, 108-119.
13. Liu, Y.*, Liu, B., Zhao, X. and Xie, M. (2018). A mixture of variational canonical correlation analysis for nonlinear and quality-relevant process monitoring. IEEE Transactions on Industrial Electronics, 65(8), 6478-6486. doi:10.1109/tie.2017.**
14. Zhao, X.*, Xu, J. and Liu, B. (2018). Accelerated degradation tests planning with competing failure modes. IEEE Transactions on Reliability, 67(1), 142-155.
15. Mulenga, K.*, Zhao, X., Xie, M. and Chikamba, C. (2018). Investigating the root causes of major failures of critical components – With a case study of asbestos cement pipes. Engineering Failure Analysis, 84, 121–130.
16. Zhao, X.* and Xie, M. (2017). Using accelerated life tests data to predict warranty cost under imperfect repair. Computers & Industrial Engineering, 107, 223–234.
17. Feng, Q., Bi, X., Zhao, X., Chen, Y. and Sun, B.* (2017). Heuristic hybrid game approach
for fleet condition-based maintenance planning. Reliability Engineering & System Safety, 157, 166–176.
【会议论文】
1. Zhao, X., Liang Z., Parlikad, A. K. and Xie, M. (2018). Dynamic imperfect condition-based maintenance for systems subject to nonlinear degradation paths. In 10th IMA International Conference on Modelling in Industrial Maintenance and Reliability (MIMAR).
2. Zhao, X. and Xie, M. (2017). Modeling step-stress accelerated degradation tests with the bivariate inverse Gaussian process. In 10th International Conference on Mathematical Methods in Reliability (MMR 2017), Grenoble, France.
3. Liu, B., Zhao, X., Yeh, R.-H. and Kuo, W. (2016). Imperfect inspection policy for systems with multiple correlated degradation processes. IFAC-PapersOnLine, 49(12), 1377–1382.
4. Zhao, X. and Xie, M. (2016). Warranty cost prediction based on accelerated degradation testing data. In 46^th International Conference on Computers and Industrial Engineering (CIE46).
5. Zhao, X., Xie, M. and Feng, Q. (2016). Reliability and performance modeling for mission-oriented k-out-of-n system under common cause failures. In: 2016 11th International Conference on Reliability, Maintainability and Safety (ICRMS). IEEE, 1–6.
6. Zhao, X., Pan, R. and Xie, M. (2016). Planning step-stress accelerated degradation tests - a Bayesian perspective. In ALT2016: 6th International Conference on Accelerated Life Testing and Degradation Models.
7. Liu, B., Xu, J. and Zhao, X. (2016). Parameter estimation for load-sharing systems with degrading components. In Industrial Engineering and Engineering Management (IEEM), 2016 IEEE International Conference on (pp. 1310–1314). IEEE.
【所获奖项】
1. Industrial and Systems Engineer Magazine精选文章“Planning accelerated reliability tests for mission-oriented systems subject to degradation and shocks”， 2019.12
2. 46th International Conference on Computers and Industrial Engineering (CIE46) 2016, 优秀论文奖，2016.10
国家自然科学基金委员会，面上项目，**，基于部件相依的复杂系统剩余寿命建模及预测性维修策略研究，2020-01至2023-12，在研，参加。
担任以下期刊的匿名审稿人：
Computers & Industrial Engineering, Communications in Statistics - Simulation and Computation, Energy Sources, Part B: Economics, Planning, and Policy, Engineering Optimization, IEEE Access, IEEE Transactions on Reliability, IISE Transactions, International Journal of Production Research, Journal of Quality Technology, Journal of Transportation Safety & Security, Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Quality Engineering, Reliability Engineering & System Safety.