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宋洁
北京大学工学院党委书记、副院长
工业工程与管理系 教授
长江学者特聘教授
电子邮箱:jie.song@pku.edu.cn
工作经历:
2021年至今,北京大学工学院工业工程与管理系,长江特聘教授
2018年7月-2021年,北京大学工学院工业工程与管理系,长聘副教授
2012年7月-2018年6月,北京大学工学院工业工程与管理系,助理教授,副教授
2011年2月-2012年5月,美国威斯康辛州麦迪逊大学工业与系统工程系,访问博士后
2010年7月-2012年7月,北京大学工学院工业工程与管理系,博士后
教育经历:
09.2004 - 07.2010 清华大学工业工程系,博士
09.2007 - 09.2008 美国佐治亚理工工业与系统工程学院,联合培养博士
09.2000 - 07.2004 北京大学数学科学学院,学士
科研项目:
分级医疗体制下的我国医疗资源优化与服务运作管理研究,来源:国家自然科学基金委重点项目,北大方负责人:宋洁,期限:2018.01-2021.12
互联网与大数据环境下高端装备制造网络协同管理理论,来源:国家自然科学基金委重大项目,负责人:侍乐媛,子课题负责人:宋洁,期限:2017.01-2021.12
考虑患者行为的医疗联合体协同优化研究,来源:国家自然科学基金委面上项目,负责人:宋洁,期限:2017.01-2020.12
中国粮食储备体系仿真优化系统建模研究,来源:财政部国家公益科研专项,负责人:宋洁,期限:2014.01-2017.12
患者就医决策与患者流优化分布建模分析研究,来源:国家自然科学基金委青年项目,负责人:宋洁,期限:2014.01-2016.12
基于大数据的储藏数据采集、挖掘及云服务技术,来源:财政部国家公益科研专项,负责人:侍乐媛,子课题负责人:宋洁,期限:2014.01-2017.12
成品粮跨区域应急保障体系协同优化研究,来源:财政部国家公益科研专项,负责人:侍乐媛,子课题负责人:宋洁,期限:2013.01-2016.12
我国粮食应急保障体系研究,来源:国家粮食局,负责人:宋洁,期限:2020.1-2020.8
粮食价格压力测试研究,来源:国家粮食局,负责人:宋洁,期限:2020.12-2021.6
基于负荷大数据技术的乌兰察布地区有序用电策略研究,来源:国家电网,负责人:宋洁,期限:2021.4-2021.10
大型城市台区供用电画像技术及特征研究,来源:国网上海市电力公司,负责人:宋洁,期限:2019.11-2020.06
新基建背景下全国一体化大数据中心体系算力资源规划配置和产业协同发展路径研究,来源:国家发展与改革委员会重大课题,负责人:宋洁,期限:2020.9-2020.12
动态随机条件下的医院关键资源协同优化研究,来源:北京大学985三期科研基金,负责人:宋洁,期限:2013.01-2015.12
不同级别医疗机构间患者就诊行为与优化分布研究,来源:教育部新教师基金,负责人:宋洁,期限:2014.01-2016.12
精益供应链转型中的关键技术研究,来源:航空工业信息中心,负责人:宋洁,期限:2016.09-2017.05
教授课程:
本科生课程: 工程经济学 3学分,建模与仿真 3学分,概率论与数理统计 3学分
研究生课程: 建模与仿真 3学分,服务运作管理 3学分,复杂系统随机建模与优化 3学分,运筹学 2学分
获得奖励:
1. 北京市高等教育教学成果一等奖,北京市,2022年
2. 北京大学优秀博士学位论文指导老师(2022)
3. 中国系统工程学会青年奖(2022)
4. 北京大学教学成果特等奖(2021)
5. 日内瓦国际发明特别展金奖,瑞士,世界知识产权组织,2022年
6. 华人学者管理科学与工程年会最佳管理实践奖,2022年
7. 长江学者奖励计划特聘教授,教育部,2021年
8. 中国工程管理案例大赛“最佳指导教师”奖,全国工程管理专业学位研究生教育指导委员会,2021年
9. 最佳论文荣誉奖,国际工业与系统工程IISE Transactions,2021年
10. 杰出报告人,国际工业与电子协会IEEE,2020年
11. 最佳论文奖,IEEE Transactions on Automation Science and Engineering,2019年
12. 教学优秀奖,北京大学,2018年
13. 长江奖励计划青年学者,教育部,2017年
14. 教学优秀奖,北京大学,2017年
近期主要论文:
期刊论文

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*, Bo Zhang. “Dynamic Resource Allocation in a Hierarchical Appointment System: Optimal Structure and Heuristics”. IEEE Transactions on Automation Science and Engineering.
3.Hanqi Wen,Jie Song*, Xin Pan.” Physician Recommendation on Healthcare Appointment Platforms Considering Patient Choice”. IEEE Transactions on Automation Science and Engineering.
4.Junjie Lin,Jie Song* , Chao Lu.” Synchrophasor Data Analytics: Transmission Line Parameters Online Estimation for Energy Management”. IEEE Transactions on Engineering Management.
5.Fan Zhang, Jie Song*, Yingzhuo Dai, Jie Xu.” Semiconductor Wafer Fabrication Production Planning using Multi-fidelity Simulation Optimization”. International Journal of Production Research.
6.Jie Song*, Yunzhe Qiu, Jie Xu, Feng Yang.” Multi-fidelity Sampling for Efficient Simulation-based Decision Making in Manufacturing Management”. IISE Transactions, Volume 51 Issue 7,2019.
7.Xiaoquan Gao, Jianpei Wen, Jie Song*.” Capacity allocation and revenue sharing in healthcare alliances”. Flexible Service Manufacture Journal.
8.Yijie Peng,Jie Song*, Jie Xu, Edwin K. P.Chong. ” Stochastic Control Framework for Determining Feasible Alternatives in Sampling Allocation ". Accepted by IEEE Transactions on Automatic Control
9.Xin Pan, Jie Song*, Fan Zhang.” Dynamic recommendation of physician assortment with patient preference learning”. IEEE Automation Science and Engineering. Volume: 16,Issue:1 , Jan. 2019
10.Jianpei Wen, Hanyu Jiang, Jie Song (2018). A stochastic queueing model for capacity allocation in the hierarchical healthcare delivery system. Asia-Pacific Journal of Operational Research. Forthcoming.
11.Jie Song, Yaqing Bai, Jianpei Wen (2018). Optimal appointment rule design in an outpatient department. IEEE Transactions on Automation Science and Engineering. Forthcoming.
12.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
13.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
14.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.
15.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.
16.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
17.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.
18.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.
19.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
20.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
21.Longfei Wang, Jie Song* Leyuan Shi. "Dynamic emergency logistics planning: models and heuristic algorithm" Optimization Letters. (2015) 9:1533–1552
22.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
23.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
24.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
25.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)
26.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
27.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.
28.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.
29.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.
30.Jie Song* Binfeng Li, Su Wu. "A review of stochastic modeling of patient flow management". Journal of Hospital Management.2010, 30(3):31-34.
31.Jie Song*,Binfeng Li, Su Wu. “The accessibility of community healthcare service network planning.” Journal of Tsinghua University.2010, 50(2):321-324.
32.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.
33.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.


图书章节
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.
会议论文:
1. Hanqi Wen, Xin Pan, Jie Song. 2020 CASE (Best Student Paper Award Finalist)
2. Xiaoquan Gao, Jianpei Wen,Jie Song."Simulation Study of Revenue Sharing in Healthcare Alliances"Proceedings of the 2018 Winter Simulation Conference,December 9-12,Gothenburg.
3. Yijie Peng, Jie Song*, Jie Xu, Edwin K. P. Chong. "Stochastic Control Framework on Sampling Allocation for Feasibility Determination". 14th IEEE International Conference on Automation Science and Engineering.
4. Jingyi Zhang, Chao Lu, Jennie Si, Jie Song and Yinsheng Su ”Deep Reinforcement Learning for Short-term Voltage Control by Dynamic Load Shedding in China Southern Power Grid” Proceedings of International Joint Conference on Neural Networks 2018, Brazil.
5. Yebing He, Jianpei Wen, Shuzhan Yang, Jie Song*. "Optimizing Strategic Grain Reserve Placement in a Partial Pooling Structure" Proceedings of 2017 IEEE/SICE International Symposium on System Integration, December 11-14 in Taiwan, China.
7. Wei Li, Chao Lu, Xin Pan, Jie Song. "Optimal Placement and Capacity Allocation of Distributed Energy Storage in Distribution Networks" Proceedings of 2017 IEEE CASE, August 21-24 in Xi’an, China.
7. Xin Pan, Jie Song, Bo Zhang. " Patient admission control in a hierarchical healthcare system" The 20th World Congress of the International Federation of Automatic Control, 9-14 July 2017, Toulse, France
8. Xin Pan, Hanchen Xu, Chao Lu, Jie Song*. Energy Storage System Control Strategy in Frequency Regulation. Proceedings of 2016 IEEE CASE, August 21-24 in Fort Worth, Texas, USA.
9. Jie Song ,Xin Pan, Bo Zhang. “Dynamic Access Control for Hierarchical Healthcare systems”. INFORMS MSOM, Auckland, 2016.
10. Jie Song, Yunzhe Qiu .“An Efficiency and Convergence Analysis of Multi-fidelity Optimization with Ordinal Transformation and Optimal Sampling”. Proceedings of IEEE International Conference on Industrial Technology , Taipei, March 14-17, 2016.
11. Zewen Huang, Jinxiang Ding, Jie Song*, Leyuan Shi, Chunchung Huang. Simulation Optimization for the MRO Scheduling Problem Based on Multi-fidelity Models. Proceedings of IEEE International Conference on Industrial Technology ,Taipei, March 14-17, 2016.
12. Yunzhe Qiu, Jie Song*. An Efficiency and Convergence Analysis of Multi-fidelity Optimization with Ordinal Transformation and Optimal Sampling. Proceedings of IEEE International Conference on Industrial Technology, Taipei, March 14-17, 2016.
13. Xin Pan, Hanchen Xu, Jie Song*, Chao Lu. “Capacity Optimization of Energy Storage Systems in Frequency Regulation ”. Proceedings of 2015 IEEE CASE, Gothenberg, Sweden Aug. 24-28, 2015
14. Yaqing Bai, Jie Song*, Guangyuan Zhang. “Design Appointment Rule in Outpatient Department with Bulk Service”. Proceedings of 2015 IEEE CASE, Gothenberg, Sweden Aug. 24-28, 2015
15. Yunzhe Qiu, Jie Song*, Zekun Liu. “Real Time Access Control of Patient Service in the Pediatrics Department ”. Proceedings of 2015 IEEE CASE, Gothenberg, Sweden Aug. 24-28, 2015
16. Jie Song, Jianpei Wen. “A non-cooperative game with incomplete information to improve patients’ hospital choice”. Informs on Healthcare, Nashville, TN, 2015.
17. Jie Song, Qiu Yunzhe. “Who is the right child for the next service? Real Time Access Control of Patient Service in the Pediatrics Department”. INFORMS MSOM, TORONTO, 2015.
18. Yunzhe Qiu, Jie Song*, Zekun Liu. “A Simulation Based GA for Multi-objective Optimization in Patient Flow Distribution”. Proceedings of 2014 IEEE CASE ,Taipei, Aug.21th -24th ,2014
19. Bofei Sun, Jie Song*,Leyuan Shi. A Two-stage Approach for VMAT Treatment Plan Optimization. Proceedings of 2013 IEEE CASE ,Madison, US Aug.18th -21th ,2013
20. Bofei Sun, Jie Song*,Leyuan Shi. Integrated Operating Room Scheduling Optimization under Particularly Workload Constrain of Surgeon. Proceedings of 2013 IEEE CASE ,Madison, US Aug.18th -21th ,2013
21. Bofei Sun, Zhongshun Shi, Jie Song*,Leyuan Shi. A Linearized Model and Nested-Partitions Heuristics for VMAT Radiation Treatment Planning Optimization Proceedings of 2013 IEEE CASE ,Madison, US Aug.18th -21th ,2013
22. Xiang Zhong, Jie Song, J. Li, S.M. Ertl and L. Fielder. Analysis of Gastroenterology (GI) Clinic: A Systems Approach. Proceedings of International Conference on Health Care Systems Engineering, Milan. Italy, 2013
23. Xiang Zhong, Jie Song, J. Li, L. Fielder. Where to Check Out: in Exam Room or Schedule Room? An Analytical Model for Gastroenterology Clinic Design. Informs on Healthcare, Chicago,US,2013
24. Xiang Zhong, Jie Song, J. Li, L. Fielder,S.M. Ertl. Modeling and Design of GI Clinic in Digestive Health Center Using Simulations. Industrial and Systems Engineering Research Conference. San Juan, Puerto Rico, 2013.
25. Steven Hoerning, Jie Song* ,Tao Wu ,Leyuan Shi .Improving discrete event simulation in the emergency department with innovative and robust input analysis tools. Proceedings of IEEE CASE, Seoul, Korea, Aug.20th -24th ,2012
26. Mengyu Guo, Binfeng Li, Su Wu, Jie Song. “Effectiveness of Referral Incentive Policy: Exploring Using Queuing Network Model with Blocking”. Proceedings of the 8th International Conference on Service Systems and Service Management, June 25-27, 2011
27. Jie Song, Bofei Sun, Longfei Wang. “A Control Study of Modeling Patients Flow Congestion in Urban Healthcare System”. Proceedings of IIE Asian Conference 2011,June 10- 12,2011,Shanghai.
28. Weiwei Chen, Jie Song, Leyuan Shi. “Optimization Local Pickup and Delivery with uncertain loads”. Proceedings of the 2011 Winter Simulation Conference, Phoenix,2011
29. Jie Song, Binfeng Li, Hui Tao, Su Wu. “Simulation Models to Improve Patient Flow in a Hierarchical HealthCare Delivery System”. Proceedings of The 35th Operational Research Applied to Health Services 2009.July 12th -17th Belgium, Leuven.
30. Jie Song, Binfeng Li, Yao Yang, Su Wu, Paul Griffin. “Improving Health Care Access by optimizing the allocation network of community Health Centers”. Proceedings of IEEE SOLI 2008 Oct 12th-15th, 2008, Beijing.
学术兼职:
1. Program Committee: The 23rd International Conference on Modeling and Simulation
2. Conference Fiance Chair: 2013 annual IEEE International Conference on Automation Science and Engineering
3. 分会主席, 2012 INFORMS annual meeting
4. 特邀审稿人: IEEE Transactions on Automatic Control, IEEE Automation and Science Engineering, International Journal of Production Research, Annuals of Operations Research, Optimization Letter, Flexible Services and Manufacturing Journal
5. IEEE member
6. INFORMS member
7. 中国运筹学协会随机服务运作管理分会理事
指导学生:
博士研究生

张帆
本科院系:电子科技大学2013级数学科学学院,数学与应用数学专业
研究兴趣:仿真优化理论与算法
E-mail: zhangfan1220pku.edu.cn

金瑞杨
本科院系:北京大学2015级航空航天工程
研究兴趣:运筹优化,机器学习
E-mail: jrypku.edu.cn

赵越
本科院系:北京大学2014级数学科学学院,概率统计系
研究兴趣:机器学习、数字经济
E-mail: zhaoyue0119pku.edu.cn

王子阳
本科院系:北京大学2016级力学与工程科学系
研究兴趣:医联体优化、医疗政策评估
E-mail: ziyang_wangpku.edu.cn


韩鑫明

本科院系:西南交通大学2016级工业工程
研究兴趣:在线医疗,推荐排序
E-mail: xinming_hanstu.pku.edu.cn

王榕金子
本科院系:北京大学2016级理论与应用力学专业
研究兴趣:机器学习,供应链管理
E-mail: rongjzpku.edu.cn

王紫薇
本科院系:北京大学2016级理论与应用力学专业
研究兴趣:在线学习,服务运作管理
E-mail:wangzwdlpku.edu.cn


硕士研究生

郑玉文
本科院系:山东大学2015级控制科学与工程学院
研究兴趣:碳中和,风险管理
E-mail: m17853143692163.com


毕业研究生

白亚青(2012年9月 -- 2015年7月)
毕业去向:亚马逊(中国),消费者业务管理培训生

邱韫哲(2013年9月 -- 2016年7月)
毕业去向:赴美国Washington University in St. Louis 商学院攻读博士学

何叶冰(2015年9月--2018年7月)
毕业去向:中国民生银行,管培生

温见培(2013年9月--2019年6月)
毕业去向:阿里巴巴,运筹优化算法

潘欣(2014年9月--2020年1月)
毕业去向:顺丰速运,运筹优化算法

文涵祺(2018年9月-2021年7月)
毕业去向:赴美国密歇根大学Ross商学院攻读博士学位


本科生科研

雷罗宇凡 工学院2013年毕业生,赴美国 University of Illinois

李豫 数学科学学院2014年毕业生,赴美国 Washington University in St. Louis

李秀爽 工学院2014年毕业生,赴美国 Arizona State University

刘泽琨 数学科学学院2015年毕业生,赴美国 Washington University in St. Louis

张光远 数学科学学院2016年毕业生,赴香港科技大学

储成杰 工学院2016年毕业生,赴美国 University of Illinois at Urbana-champaign

蒋涵宇 工学院2017年毕业生,赴美国Harvard University

王子琦 工学院2017年毕业生,赴美国Columbia University

张仕琦 工学院2017年毕业生,北京大学读博

杨抒展 工学院2017年毕业生

高晓荃 工学院2019年本科毕业生,赴美国普渡大学

汪昀鸿 工学院2021年本科毕业生,赴美国芝加哥大学