Research Areas

Stochastic Modeling, Simulation Optimization, Service Engineering Management

Recent Journal Papers

1. Ruiyang Jin, Chao Lu, Jie Song*. “Manage Distributed Energy Storage Charging and Discharging Strategy: Models and Algorithms”. Accepted by IEEE Transactions on Engineering Management.
2. Xin Pan, Jie Song*, Fan Zhang.” Dynamic recommendation of physician assortment with patient preference learning”. IEEE Transactions on Automation Science and Engineering. Online first, http://doi:10.1109/TASE.2018.2839651.
3. Jianpei Wen, Jie Song. "A stochastic queueing model for capacity allocation in the hierarchical healthcare delivery system". Accepted by Asia-Pacific Journal of Operational Research.
4. Jie Song*, Yaqing Bai, Jianpei Wen.” Optimal appointment rule design in an outpatient department”. IEEE Transactions on Automation Science and Engineering. Online first, http://doi: 10.1109/TASE.2018.2794335
5. Jingsi Huang,  Jie Song*. "Optimal inventory control with sequential online auction in agriculture supply chain: An agent-based simulation optimization approach" Accepted by International Journal of Production Research. Online first, https://doi.org/10.1080/00207543.2017.1373203
6. Jie Song, Pan Xin, Chao Lu, Hanchen XU. "A simulation-based optimization method for hybrid frequency regulation system configuration" Energies . Online first, DOI:10.3390/en10091302
7. Jie Song, Yunzhe Qiu. "Real Time Access Control of Dynamic Scheduling in the Pediatrics Department Patient Service". Accepted by IEEE Transactions on Automation Science and Engineering.
8. Jingyi Zhang, Chao Lu, Jie Song*. "Dynamic Performance-Based Automatic Generation Control Unit Allocation with Frequency Sensitivity Identification." International Journal of Production Research, DOI:10.1080/00207543.2016.1201602.
9. Yunzhe Qiu, Jie Song*, Zekun Liu. "A Simulation Optimisation on the Hierarchical Healthcare Delivery System Patient Flow Based on Multi-fidelity Models". International Journal of Production Research, DOI:10.1080/00207543.2016.1197437
10. Jie Song, Yunzhe Qiu, and Zekun Liu. "Integrating Optimal Simulation Budget Allocation and Genetic Algorithm to Find the Approximate Pareto Patient Flow Distribution". IEEE Transactions on Automation Science and Engineering. Volume:13, Issue: 1, January 2016, pp 149-159.
11. Jie Song, Jianpei Wen. "A non-cooperative game with incomplete information to improve patient hospital choice". International Journal of Production Research. Volume 53, Issue 24, 2015,pp 7360-7375.
12. Zhang Jingyi, Lu Chao, Jie Song*, Zhang Junbo. "Real-time AGC dispatch units considering wind power and ramping capacity of thermal units" Journal of Modern Power Systems and Clean Energy.2015, 3(3):353–360
13. Jie Song, Zhongshun Shi, Bofei Sun, Leyuan, Shi. "Treatment Planning for Volumetric-Modulated Arc Therapy: Model and Heuristic Algorithms". IEEE Transactions on Automation Science and Engineering, Volume:12, Issue: 1, January 2015, pp 116-126
14. Longfei Wang, Jie Song* Leyuan Shi. "Dynamic emergency logistics planning: models and heuristic algorithm" Optimization Letters. (2015) 9:1533–1552
15. Xiang Zhong, Jie Song*,Jingshan Li. "Design of Gastroenterology (GI) Clinic in Digestive Health Center of University of Wisconsin Health". Flexible Services and Manufacturing Journal, February, 2015 online first, DOI: 10.1007/s10696-015-9215-5
16. Chao Lu, Hanchen Xu , Xin Pan, Jie Song*. "Optimal Sizing and Control of Battery Energy Storage System for Peak Load Shaving". Energies 2014, 7(12), 8396-8410; doi:10.3390/en7128396
17. Mengyu Guo, Su Wu, Binfeng Li, Jie Song, Youping Rong. "Integrated scheduling of elective surgeries and surgical nurses for operating room suites". Flexible Services and Manufacturing Journal,Aug 2014,online first, DOI: 10.1007/s10696-014-9199-6
18. Jie Song*, Weiwei Chen, Longfei Wang. "A block queueing network model for control patients flow congestion in urban healthcare system". International Journal of Services Operations and Informatics, Volume 7, Numbers 2-3, January 2013 , pp. 82-95(14)
19. Mengyu Guo, Binfeng Li, Zhihai Zhang, Su Wu, Jie Song. "Efficiency Evaluation for Allocating Community-based Health Services." Computers & Industrial Engineering. July 2013, pp 395–401 Volume 65, Issue 3
20. Tao Wu, Kerem Akartunalı, Jie Song, Leyuan Shi "Mixed Integer Programming in Production Planning with Backlogging and Setup Carryover: Modeling and Algorithms". Discrete Event Dynamic Systems: Theory and Applications. June 2013, Volume 23, Issue 2, pp 211-239.
21. Weiwei Chen, Jie Song, Leyuan Shi. "Data Mining-Based Dispatching System for Solving the Local Pickup and Delivery."  Annuals of Operations Research. March 2013, Volume 203, Issue 1, pp 351-370.
22. Wu Tao, Leyuan Shi, Jie Song "An MIP-based Interval Heuristic for the Capacitated Multi-level Lot-sizing Problem with Setup Times." Annuals of Operations Research. July 2012, Volume 196, Issue 1, pp 635-650.
23. Jie Song* Binfeng Li, Su Wu. "A review of stochastic modeling of patient flow management". Journal of Hospital Management.2010, 30(3):31-34.
24. Jie Song*, Pan Xunzhang, Su Wu. "Patient flow simulation modeling and analysis in urban healthcare delivery system". Journal of Hospital Management. 2009, 29(11):16-19.
25. Jie Song*, Yang Yao,Wu Su . "The location problem of community health clinic in city based on Linear Programming". Journal of Health Resources. 2009,12(2):86-89.

Book Chapters

1. Jie Song, Yunzhe Qiu. "A Multi-objective Simulation Optimization of the Macro-level Patient Flow Distribution". in Healthcare Analytics: From Data to Knowledge to Healthcare Improvement, H. Yang and E.K. Lee Ed., John Wiley & Sons, 2016.
2. Jianpei, Jie Song. "A Multi-agent-based Simulation Model to Analyze Patients’ Hospital Selection in Hierarchical Health-care Systems" to appear in Stochastic Modeling and Analytics in Healthcare Systems, J. Li, N. Kong and X. Xie Ed., World Scientific Publishing, 2017.
3. Jie Song, Su Wu. "Patient flow simulation modeling and analysis in urban healthcare delivery system". The Healthcare Management and policy research in Capital. ISBN:9787200088908, Beijing Yanshan Press, 2010.