Dr Qiuzhuang Sun is a Lecturer in the School of Mathematics and Statistics at the University of Sydney. He received the joint B.Eng. degree in industrial engineering and in computer science from Shanghai Jiao Tong University. He received the Ph.D. degree in industrial systems engineering from the National University of Singapore. His research broadly lies in data-driven decision-making, industrial statistics, and reliability engineering.
Qiuzhuang Sun is a member of the Statistics Research Group.
Research Interests
- Data-driven decision-making: healthcare; emergency response; preventive maintenance
- Applied data science and machine learning: transportation data;clinical data;megacity sustainability
- Reliability engineering: anomaly detection; degradation modeling; prognostic and health management
Timetable
Finalist of the IISE Data Analytics & Information Systems Case Study Competition (2024)
First Place and a finalist (for two different solutions) of the INFORMS Blue Summit Supplies Data Mining Challenge (2023)
Best Student Paper Award of the INFORMS Society on Location Analysis (2023; awarded to the student coauthor Weiliang Liu)
Best Paper Award of INFORMS Conference on Quality, Statistics, and Reliability (2023)
Winner of the INFORMS QSR Industrial Data Challenge Competition (2022)
ISE Magazine Featured Article (2020)
Excellent Paper Award of the Operations Research Society of China Reliability Chapter Annual Meeting (2019)
Publications
Journals
- Wang, X., Sun, Q., Xu, J. (2024). Simultaneous or Sequential? Retail Strategy of a Durable Product and an Extended Warranty. IEEE Transactions on Engineering Management, 71, 8223-8239. [More Information]
- Sun, Q., Chen, P., Wang, X., Ye, Z. (2023). Robust condition-based production and maintenance planning for degradation management. Production and Operations Management, 32(12), 3951-3967. [More Information]
- Cui, D., Sun, Q., Xie, M. (2023). Robust Statistical Modeling of Heterogeneity for Repairable Systems Using Multivariate Gaussian Convolution Processes. IEEE Transactions on Reliability, 72(4), 1493-1506. [More Information]
2024
- Wang, X., Sun, Q., Xu, J. (2024). Simultaneous or Sequential? Retail Strategy of a Durable Product and an Extended Warranty. IEEE Transactions on Engineering Management, 71, 8223-8239. [More Information]
2023
- Sun, Q., Chen, P., Wang, X., Ye, Z. (2023). Robust condition-based production and maintenance planning for degradation management. Production and Operations Management, 32(12), 3951-3967. [More Information]
- Cui, D., Sun, Q., Xie, M. (2023). Robust Statistical Modeling of Heterogeneity for Repairable Systems Using Multivariate Gaussian Convolution Processes. IEEE Transactions on Reliability, 72(4), 1493-1506. [More Information]
- He, K., Sun, Q., Xie, M., Kuo, W. (2023). Sequential Bayesian Planning for Accelerated Degradation Tests Considering Sensor Degradation. IEEE Transactions on Reliability, 72(3), 964-974. [More Information]
2022
- Xiao, Y., Ma, D., Yang, Y., Yang, F., Ding, J., Gong, Y., Gong, Y., Jiang, L., Ge, L., Wu, S., Sun, Q., et al (2022). Comprehensive metabolomic expands precision medicine for triple-negative breast cancer. Cell Research, 32(5), 477-490. [More Information]
- Xu, J., Sun, Q., Mo, H., Dong, D. (2022). Online routing for smart electricity network under hybrid uncertainty. Automatica, 145, 110538-1-110538-14. [More Information]
- Hu, J., Sun, Q., Ye, Z. (2022). Replacement and repair optimization for production systems under random production waits. IEEE Transactions on Reliability, 71(4), 1488-1500. [More Information]
2021
- Hu, J., Sun, Q., Ye, Z. (2021). Condition-based maintenance planning for systems subject to dependent soft and hard failures. IEEE Transactions on Reliability, 70(4), 1468-1480. [More Information]
- Liu, X., Sun, Q., Ye, Z., Yildrim, M. (2021). Optimal multi-type inspection policy for systems with imperfect condition monitoring. Reliability Engineering and System Safety, 207, 107335-1-107335-11. [More Information]
- Hu, J., Sun, Q., Ye, Z., Ling, X. (2021). Sequential degradation-based burn-in test with multiple periodic inspections. Frontiers of Engineering Management, 8(4), 519-530. [More Information]
2020
- Yang, L., Sun, Q., Ye, Z. (2020). Designing mission abort strategies based on early-warning information: Application to UAV. IEEE Transactions on Industrial Informatics, 16.0 (1), 277-287. [More Information]
- Sun, Q., Ye, Z., Zhu, X. (2020). Managing component degradation in series systems for balancing degradation through reallocation and maintenance. IISE Transactions, 52.0 (7), 797-810. [More Information]
- Zeng, S., Sun, Q., Lee, P. (2020). Thermohydraulic analysis of a new fin pattern derived from topology optimized heat sink structures. International Journal of Heat and Mass Transfer, 147, 118909-1-118909-16. [More Information]
2019
- Ye, Z., Sun, Q. (2019). Discussion on "Challenges and new methods for designing reliability experiments". Quality Engineering, 31(1), 125-128. [More Information]
- Sun, Q., Ye, Z., Revie, M., Walls, L. (2019). Reliability modeling of infrastructure load-sharing systems with workload adjustment. IEEE Transactions on Reliability, 68(4), 1283-1295. [More Information]
- Sun, Q., Ye, Z., Peng, W. (2019). Scheduling preventive maintenance considering the saturation effect. IEEE Transactions on Reliability, 68.0 (2), 741-752. [More Information]
2018
- Sun, Q., Ye, Z., Chen, N. (2018). Optimal inspection and replacement policies for multi-unit systems subject to degradation. IEEE Transactions on Reliability, 67(1), 401-413. [More Information]
- Peng, W., Shen, L., Shen, Y., Sun, Q. (2018). Reliability analysis of repairable systems with recurrent misuse-induced failures and normal-operation failures. Reliability Engineering and System Safety, 171, 87-98. [More Information]