工业工程系

【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2013年、2015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国剑桥大学。“北洋学者英才计划”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，European Journal of Operational Research，Journal of Quality Technology，Reliability Engineering & System Safety，IEEE Transactions on Reliability等国际期刊上发表论文30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IISE Transactions, 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。主持1项自然科学基金面上项目，1项自然科学基金青年项目，并曾参与1项面上项目与1项重点项目。

【教育与工作经历】

【期刊论文】

1. Cheng, W. and Zhao, X. (in press). Maintenance optimization for dependent two-component degrading systems subject to imperfect repair. Reliability Engineering & System Safety, 109581. doi:10.1016/j.ress.2023.109581

2. He, Y., Wang, H.*, and Zhao, X. (in press). Joint optimization of bi-level imperfect maintenance and spare parts inventory considering order quantity. Quality and Reliability Engineering International. doi:10.1002/qre.3389

3. Li, T., He, S., Zhao, X., and Liu, B.* (2023). Warranty service contracts design for deteriorating products with maintenance duration commitments. International Journal of Production Economics, 264, 108982. doi:10.1016/j.ijpe.2023.108982

4. Zhao, X., Liu, B., Xu, J., and Wang, X.* (2023). Imperfect maintenance policies for warranted products under stochastic performance degradation. European Journal of Operational Research， 308(1), 150-165. doi:10.1016/j.ejor.2022.11.001

5. Zhao, X., Chen, P.*, Lv, S., and He, Z. (2023). Reliability testing for product return prediction. European Journal of Operational Research, 304(3), 1349–1363. doi:10.1016/j.ejor.2022.05.012

6. Zhao, X., and Wang, Z.* (2022). Maintenance policies for two-unit balanced systems subject to degradation. IEEE Transactions on Reliability, 71 (2), 1116-1126 doi:10.1109/TR.2022.3167046

7. Chen, P., Buis, K., and Zhao, X.* (in press). A comprehensive toolbox for the gamma distribution: The gammadist package. Journal of Quality Technology. doi:10.1080/00224065.2022.2053794

8. He, S., Song, L., Li, T.*, Zhao, X., and Liu, B. (2022). A finite-time maintenance policy of deteriorating systems with multiple dependent performance characteristics. Journal of Management Science and Engineering, 7(3), 439-452. doi:10.1016/j.jmse.2021.12.003

9. Li, T, He, S, and Zhao, X.*. (2022). Optimal warranty policy design for deteriorating products with random failure threshold. Reliability Engineering & System Safety, 218, 108142. doi:10.1016/j.ress.2021.108142

10. Zhao, X., Liang, Z.*, Parlikad, A. K., and Xie, M. (2022). Performance-oriented risk evaluation and maintenance for multi-asset systems: A Bayesian perspective. IISE Transactions, 54(3), 251-270. doi:10.1080/24725854.2020.1869871

11. Xu, J., Zhao, X.*, and Liu, B. (2022). A risk-aware maintenance model based on constrained Markov decision process. IISE Transactions, 54 (11), 1072-1083. doi:10.1080/24725854.2021.1973156

12. Zhang, T., He, Z., Zhao, X., and Qu, L.* (2021). Joint monitoring of post-sales online review processes based on a distribution-free EWMA scheme. Computers & Industrial Engineering, 158, 107372. doi:10.1016/j.cie.2021.107372

13. Liu, B., Pandey, M. D., Wang, X., and Zhao, X.* (2021). A finite-horizon condition-based maintenance policy for a two-unit system with dependent degradation processes. European Journal of Operational Research, 295(2), 705-717. doi:10.1016/j.ejor.2021.03.010

14. Wang, X., Liu, B and Zhao, X.* (2021). A performance-based warranty for products subject to competing hard and soft failures. International Journal of Production Economics, 233, 107974. doi:10.1016/j.ijpe.2020.107974

15. Zhao, X., Chen, P.*, Gaudoin, O., and Doyen, L. (2021). Accelerated degradation tests with inspection effects. European Journal of Operational Research, 292(3), 1099-1114. doi: 10.1016/j.ejor.2020.11.041

16. Liu, B., Zhao, X.*, Liu, Y. and Do, P. (2021). Maintenance optimisation for systems with multi-dimensional degradation and imperfect inspections. International Journal of Production Research, 59(24), 7537-7559. doi:0.1080/00207543.2020.1844919

17. Liu, B., Shen, L.*, Xu, J., and Zhao, X. (2020). A complimentary extended warranty: Profit analysis and pricing strategy. International Journal of Production Economics, 229, 107860. doi:10.1016/j.ijpe.2020.107860

18. Wang, X., Zhao, X., and Liu, B.* (2020). Design and pricing of extended warranty menus based on the multinomial logit choice model. European Journal of Operational Research, 287(1), 237-250. doi:10.1016/j.ejor.2020.05.012

19. 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. doi:10.1016/j.ress.2019.106784

20. 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. doi:10.1080/24725854.2019.1567958

21. 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. doi:10.1016/j.ress.2019.02.024

22. 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. doi:10.1016/j.cie.2019.02.034

23. 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. doi:10.1002/qre.2442

24. 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. doi:10.1109/tcst.2018.2871934

25. 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. doi:10.1080/24725854.2018.1488308

26. 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.

27. Zhao, X.*, Pan, R. and Xie, M. (2019). Bayesian planning of step-stress accelerated degradation tests under various optimality criteria. Applied Stochastic Models in Business and Industry, 35(3), 537-551. doi:10.1002/asmb.2332

28. 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. doi:10.1016/j.cie.2018.08.006

29. 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. doi:10.1109/tr.2018.2846649

30. 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. doi:10.1016/j.ress.2018.05.002

31. 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.2017.2786253

32. Zhao, X.*, Xu, J. and Liu, B. (2018). Accelerated degradation tests planning with competing failure modes. IEEE Transactions on Reliability, 67(1), 142-155. doi:10.1109/tr.2017.2761025

33. 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. doi:10.1016/j.engfailanal.2017.08.024

34. Zhao, X.* and Xie, M. (2017). Using accelerated life tests data to predict warranty cost under imperfect repair. Computers & Industrial Engineering, 107, 223–234. doi:10.1016/j.cie.2017.03.021

35. 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. doi:10.1016/j.ress.2016.09.005

【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). doi:10.19124/ima.2018.001.32

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. doi: 10.1016/j.ifacol.2016.07.758

4. Zhao, X. and Xie, M. (2016). Warranty cost prediction based on accelerated degradation testing data. In 46th 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. 2021年度“经管榜样”学术新人奖

2. 国家级一流本科课程，课程团队成员，2020年

3. 2020，2023年度经管学部优秀毕设指导教师

4. Industrial and Systems Engineer Magazine精选文章“Planning accelerated reliability tests for mission-oriented systems subject to degradation and shocks”， 2019.12

5. 46th International Conference on Computers and Industrial Engineering (CIE46) 2016, 优秀论文奖，2016.10

【承担科研项目】

1. 国家自然科学基金委员会，面上项目，基于使用异质性的退化产品可靠性评估与决策优化研究，2024-2027，主持

2. 国家自然科学基金委员会，国际(地区)合作与交流项目，基于工业互联网平台的质量管理创新，2023-2015，参与

3. 国家自然科学基金委员会，重点项目，物联网环境下装备产品质保管理及售后服务运作优化，2021-2025，参与

4. 国家自然科学基金委员会，青年科学基金项目，考虑动态环境的退化产品维修与质保策略设计，2021-2023，主持

5. 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，2019-2023，参与

担任中国系统工程学会系统可靠性工程专业委员会委员、天津市工业工程学会理事、天津市现场统计研究会理事、中国运筹学会会员、中国现场统计研究会会员、中国系统工程学会会员、中国机械工程学会会员等

担任数个国际会议分会场主席(MMR 2019, IEEE CASE 2021, ICRMS 2022，2023机械工程学会工业工程年会，QR2MSE2023等)与专题讨论员(IEEE PHM 2020, INFORMS 2020)及项目委员会成员(ICRMS 2018, IEEE QRS-PM，SRSE)等

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, European Journal of Operational Research, IEEE Access, IEEE Transactions on Reliability, IISE Transactions, International Journal of Production Research, Journal of Quality Technology, Journal of Transportation Safety & Security, Mechanical Systems and Signal Processing, Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Quality Engineering, Reliability Engineering & System Safety等