刘康琳

博士、副教授

基本信息

办公电话： 电子邮件： klliu@bjtu.edu.cn
通讯地址：八教8712 邮编：

教育背景

2015.09-2020.06   清华大学工业工程系管理科学与工程专业    博士

2018.10-2019.05   美国密歇根大学工业与运筹工程系   访问学者

2011.09-2015.07   北京师范大学管理学院管理科学专业     学士

工作经历

2023.1至今              北京交通大学交通运输学院物流工程系 副教授（破格晋升），博士生导师（2025.6-）

2025.1至2025.4       香港中文大学系统工程与工程管理系  访问学者

2020.7至2022.12     北京交通大学交通运输学院物流工程系 讲师


科研项目

  1. 国家自然科学基金“面上项目”：实物-产能联合储备模式下应急物资供应网络前摄-反应式设计，2025-2028，主持
  2. 国家自然科学基金“青年基金”：随机动态环境下考虑灾民痛苦程度的多目标应急物流选址与分配策略，2022-2024，主持
  3. 基本科研业务费基础研究项目： 随机环境下应急物资储备及调度策略研究，2023-2025，主持
  4. 中国博士后科学基金第15批特别资助（站中）：无人机配送模式下的应急物流动态设施选址及物资调度策略，2022-2023，主持 
  5. 中国博士后科学基金第69批面上一等资助：考虑动态异质性剥夺成本的数据驱动型应急物流设施选址及规模设定问题，2021-2022，主持
  6. 基本科研业务费人才基金：人道主义物流中的救助站选址策略研究, 2021-2023，主持
  7. 红果园（横）清华大学： 新时代质量管理体系参考架构文献调研研究，2023-2024，主持
  8. 自然科学横向项目： “四化”治企准则下集团公司物流体系优化研究，2022-2023，主持
  9. 国家自然科学基金“重点项目”：城市轨道交通应急系统的智能感知与调控技术，2025-2029，参与
  10. 国家自然科学基金“专项基金项目”：面向极端灾害的城市系统安全运营与韧性恢复， 2023-2026，参与
  11. 国家自然科学基金“联合基金项目”：高速铁路快捷货物运输网络化组织方法与运输计划优化策略研究, 2021-2024，参与
  12. 国铁集团科技开发计划课题：铁路现代物流调度体系及关键技术研究，2024-2025，参与
  13. 铁路总公司（原铁道部）：铁海快线国际集装箱运输市场开发方案设计与关键技术研究，参与, 2020-2021


论文/期刊

* 通讯作者; #本人指导的学生

Journal article

  1. Shihong Huang#, Hongyi Zhu#, Hongyuan Wang#, Kanglin Liu*, Xiaohang Liu, Zhi-Hai Zhang, Balancing the Trade-off between Efficiency and Equity in a Stochastic Emergency Supplies Allocation Problem. Applied Mathematical Modelling. Forthcoming. 2025
  2. Zhuolin Wang, Kanglin Liu*, Keyou You, Zhengli Wang, Wasserstein Distributionally Robust Facility Location and Capacity Planning for Disaster Relief. Expert Systems With Applications. 2025. 272: 126647. https://doi.org/10.1016/j.eswa.2025.126647
  3. Liu Yang, Kanglin Liu*, Juan Zhang, Pamela J Zelbst, Inventory management with actual palletized transportation costs and lost sales. Transportation Research Part E: Logistics and Transportation. 2024. 184: 103462. https://doi.org/10.1016/j.tre.2024.103462.
  4. Kanglin Liu, Liu Yang*, Yejia Zhao, Zhi-Hai Zhang, Multi-Period stochastic programming for relief delivery considering evolving transportation network and temporary facility relocation/closure. Transportation Research Part E: Logistics and Transportation. 2023. 180: 103357 https://doi.org/10.1016/j.tre.2023.103357
  5. 许双松#, 刘康琳*. 基于分布鲁棒优化的高铁快捷货物运输网络优化设计方法[J]. 中国管理科学, 2025, 33(3): 231-238. （中国物流学会年会优秀论文二等奖，获奖比例2%）
  6. Kanglin Liu, Changchun Liu, Xi Xiang*, Zhili Tian, Testing facility location and dynamic capacity planning for pandemics with demand uncertainty.  European Journal of Operational Research.  2023, 304(1):150-168. https://doi.org/10.1016/j.ejor.2021.11.028（北京运筹学会优秀论文提名奖）
  7. Kanglin Liu*, Hengliang Zhang, Zhi-Hai Zhang, The efficiency, equity and effectiveness of location strategies in humanitarian logistics: A robust chance-constrained approach. Transportation Research Part E: Logistics and Transportation. 2021, 156, 102521. https://doi.org/10.1016/j.tre.2021.102521
  8. Kanglin Liu, Qiaofeng Li, Zhi-Hai Zhang*, Distributionally robust optimization of an emergency medical service station location and sizing problem with joint chance constraints. Transportation Research Part B: Methodological. 2019, 119: 79-101.    https://doi.org/10.1016/j.trb.2018.11.012   (NSK Sino-Japan Friendship Outstanding Paper，全国工业工程博士生学术论坛最佳口头报告奖)
  9. Kanglin Liu, Zhi-Hai Zhang*,Capacitated disassembly scheduling under stochastic yield and demand. European Journal of Operational Research, 2018, 269(1): 244-257. http://doi.org/10.1016/j.ejor.2017.08.032.
  10. Sen Huang, Kanglin Liu, Zhi-Hai Zhang, Column-and-constraint-generation-based approach to a robust reverse logistic network design for bike sharing, Transportation Research Part B: Methodological, 2023, 173, 90-118. https://doi.org/10.1016/j.trb.2023.04.010
  11. Zhengli Wang, Kanglin Liu, Liyun Zhu, Hai Jiang*, Detecting the occurrence times and locations of multiple traffic crashes simultaneously with probe vehicle data. Transportation Research Part C: Emerging Technologies. 2021. https://doi.org/10.1016/j.trc.2021.103014
  12. Qiaofeng Li, Kanglin Liu, Zhi-Hai Zhang*, Robust design of a strategic network planning for photovoltaic module recycling considering reclaimed resource price uncertainty. IISE Transactions, 2019, 51:7, 691-708.  https://doi.org/10.1080/24725854.2018.1501169  (the Best Application Paper in the 2020 IISE Transactions Focus Issue on Design and Manufacturing)
  13. Weimiao Liu, Kanglin Liu, Tianhu Deng*, Modeling, Analysis, and Improvement of An Integrated Chance-constrained Model for Level of Repair Analysis and Spare Parts Supply Control. International Journal of Production Research. 2020, 58(10):3090-3109.  https://doi.org/10.1080/00207543.2019.1629669
  14. 周同,孟子皓#,刘康琳*.考虑服务能力的消防救援站供需匹配优化[J].山东科学,2023,36(06):105-111.
  15. 刘康琳,张泽宇#,蒋婧雯#,宫洵,陈垚*. 基于分布鲁棒优化的无人机配送设施选址分配问题[J].吉林大学学报（工学版）,2024, 已录用.（EI)
  16. 朱广宇*,孙歆霓,杨荣正,刘康琳,魏运,吴波.变时间尺度城轨客流的本征模量分解及组合深度学习预测[J].电子与信息学报. 2023, 45(12): 4421-4430（EI)
  17. 刘维妙,肖楚琬,刘康琳,李星宇#*.基于连续选址模型的海上垂直补给规划研究[J].军事系统工程，2025, 已录用.
  18. 刘康琳, 滕景弘#,马睿#,苏子朦#,郎茂祥*.面向随机需求的高铁快运车货匹配优化[J].北京交通大学学报, 2025, 已录用.

Book chapter/Conference proceedings

  1. Liang, J., Guo, X.#, Hou, X.#, Yao, P.#, Liu, K*. (2025). Research on Intelligent Scheduling Algorithm in Aircraft Engine Turbine Blade Casting Workshop. In: Liu, J., Li, W., Geng, X., Zhang, K., Ji, H., Li, K. (eds) The Proceedings of 2024 International Conference on Artificial Intelligence and Autonomous Transportation. AIAT 2024. Lecture Notes in Electrical Engineering, vol 1394. Springer, Singapore. https://doi.org/10.1007/978-981-96-3977-9_11
  2. Guo, Y.#, He, L.#, Yang, H.#, Wang, S.#, Liu, K*. (2025). Dynamic Location and Allocation Problem with Demand and Supply Uncertainties in Drone-Truck Collaborative Humanitarian Logistics. In: Meng, L., Qian, Y., Bai, Y., Lv, B., Tang, Y. (eds) The Proceedings of the 11th International Conference on Traffic and Transportation Studies. ICTTS 2024. Lecture Notes in Civil Engineering, vol 617. Springer, Singapore. https://doi.org/10.1007/978-981-97-9640-3_26
  3. Xu, S.#, Liu, K*., Chen, X., Lang, M. (2024). Design Method for Facility Location and Freight Flow Allocation of China Railway Highspeed Express. In: Qin, Y., Jia, L., Yang, J., Diao, L., Yao, D., An, M. (eds) Proceedings of the 6th International Conference on Electrical Engineering and Information Technologies for Rail Transportation (EITRT) 2023. EITRT 2023. Lecture Notes in Electrical Engineering, vol 1137. Springer, Singapore. https://doi.org/10.1007/978-981-99-9311-6_35
  4. Lei Tang#, Simeng Lin#, Zhenheng Wang#, Kanglin Liu (2023). Prediction and Allocation of Water Resources in Lanzhou. In: Xiong, N., Li, M., Li, K., Xiao, Z., Liao, L., Wang, L. (eds) Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery. ICNC-FSKD 2022. Lecture Notes on Data Engineering and Communications Technologies, vol 153. Springer, Cham. https://doi.org/10.1007/978-3-031-20738-9_119
  5. Qing Li#, Lu Qin, Kanglin Liu*. (2022)  A dynamic emergency network planning model with data-driven distributionally robust probabilistic constraints. In:  2022 3rd International Conference on Urban Engineering and Management Science, ICUEMS2022.
  6. Kanglin Liu, Meng Wang, Zhi-Hai Zhang*. (2019) An Outer Approximation Algorithm for Capacitated Disassembly Scheduling Problem with Parts Commonality and Random Demand. In: Velásquez-Bermúdez J., Khakifirooz M., Fathi M. (eds) Large Scale Optimization in Supply Chains and Smart Manufacturing. Springer Optimization and Its Applications, vol 149. Springer, Cham. https://doi.org/10.1007/978-3-030-22788-3_6
  7. Qi Zhou*#, Tianyue Yang#, Yangqi Jiao#, Kanglin Liu (2021) Prediction and Analysis of Chinese Water Resource: A System Dynamics Approach. In: Qiu R., Lyons K., Chen W. (eds) AI and Analytics for Smart Cities and Service Systems. ICSS 2021. Lecture Notes in Operations Research. Springer, Cham.  https://doi.org/10.1007/978-3-030-90275-9_17    

专著

        刘康琳. 基于分布式鲁棒优化的应急救援系统选址模型和算法研究, 清华大学出版社, 2022-07, ISBN：978-7-302-60237-8 （获清华大学研究生院和清华出版社联合发起的“优秀博士学位论文丛书”出版项目资助）http://www.tup.tsinghua.edu.cn/booksCenter/book_09237101.html  


研究方向

理论：运筹优化（随机规划、鲁棒优化、整数规划）

应用：人道主义物流、供应链管理、选址问题、闭环供应链

招生专业

  • 交通运输规划与管理硕士
  • 电子商务硕士
  • 物流工程与管理硕士
  • 交通运输硕士

教学工作

MATLAB基础及应用（研究生）

学术写作能力、整数规划、物流专业英语（研究生）

生产运作管理（本科生）：2024 届本科毕业生“我最受益的课程”

获奖与荣誉

个人荣誉
  1. Best Paper of 2024 International Conference on Artificial Intelligence and Autonomous Transportation（AIAT 2024）
  2. 北京运筹学会优秀论文提名奖
  3. 清华大学优秀博士学位论文
  4. 中国物流学术年会优秀博士学位论文
  5. 中国物流学会年会优秀论文二等奖
  6. 第六届体系工程学术会议优秀论文三等奖
  7. 北京交通大学优秀本科生班主任（2024）
  8. 北京交通大学运输学院青年教师基本功大赛二等奖及最佳教案奖
  9. 清华大学机械学院中日友好NSK最佳论文奖
  10. The Best Application Paper in the 2020 IISE Transactions Focus Issue on Design and Manufacturing
  11. 北京市优秀毕业生、研究生国家奖学金、全国工业工程博士生论坛最佳口头报告奖、清华大学综合优秀奖学金（三次）

指导学生

  1. 国家级大学生创新创业计划 指导教师
  2. 北京市级大学生创新创业计划 指导教师
  3. 北京交通大学优秀本科毕业设计 指导教师
  4. 全国交通科技大赛三等奖 指导教师
  5. “金士宣”杯创新能力竞赛一等奖（2项）/三等奖 指导教师
  6. “京东物流杯”智能供应链大学生竞赛 优秀指导教师奖
  7. 日日顺创客训练营全国银奖 指导教师
  8. 北京市大学生交通科技大赛二等奖 指导教师
  9. 清华 IE 亮剑全国工业工程应用案例大赛三等奖 指导教师

社会兼职

中国物流学会理事

《Sustainable Operations and Computers》《工业工程》青年编委

期刊审稿人：

  • Production and Operations Management (UTD24)
  • INFORMS Journal on Computing (UTD24)
  • OMEGA - The International Journal of Management Science
  • Transportation research part C
  • Transportation research part E
  • International Journal of Production Research
  • IEEE Transactions on Automation Science and Engineering
  • Computers & Industrial Engineering
  • ....

学术会议报告

  1. Kanglin Liu, Zhi-Hai Zhang, Facility location and capacity expansion for disaster response: a Markov decision process. 2022 POMS Annual Meeting, Online, Apr 30 -May 5, 2022.  
  2. Kanglin Liu, Ruiwei Jiang, Zhi-Hai Zhang, Reliable facility location problem under Wasserstein ambiguity set. In 2021 INFORMS Conference on Service Science, Online, Aug. 10-12, 2021. (Session Chair)
  3. Kanglin Liu, Zhi-Hai Zhang, A facility location problem with network disruption and coverage constraints. 2021 POMS Annual Meeting, Online, Apr 30 -May 5, 2021.  (Session Chair)
  4. Changchun Liu, Kanglin Liu, Facility capacity design in humanitarian logistics. Invited session in 2020 INFORMS Conference on Service Science, Online, Dec. 19-21, 2020.
  5. Kanglin Liu, Hengliang Zhang, Zhi-Hai Zhang, The efficiency, equity and effectiveness of location-allocation strategies in humanitarian logistics: A robust chance-constrained approach,  In 2020 INFORMS Annual Meeting, Online, Nov 8-11, 2020.
  6. Kanglin Liu, Ruiwei Jiang, Zhi-Hai Zhang, Reliable facility location problem under Wasserstein ambiguity set. Invited session in 2019 INFORMS Annual Meeting, Seattle, Washington, USA, Oct. 20-23, 2019
  7. Kanglin Liu, Qiaofeng Li, Zhi-Hai Zhang, Distributionally robust optimization of an emergency medical service station location and sizing problem with joint chance constraints. 2019 INFORMS Conference on Service Science, Nanjing, China, June 27-29, 2019
  8. Kanglin Liu, Meng Wang, Zhi-Hai Zhang, An outer approximation algorithm for capacitated disassembly scheduling problem with parts commonality and random demand. 2019 POMS in China, Tianjin, China, June 21-24, 2019 (Session Chair)
  9. Kanglin Liu, Ruiwei Jiang, Zhi-Hai Zhang, Reliable facility location problem under Wasserstein ambiguity set. In 2019 POMS Annual Meeting, Washington D.C., USA, May. 2-6, 2019
  10. Attendance in 2018 INFORMS Annual Meeting, Phoenix, Arizona, USA, Nov. 3-8, 2018
  11. Kanglin Liu, Zhi-Hai Zhang. Distributionally robust optimization of an emergency medical service station location problem. In 2017 INFORMS Annual Meeting, Houston, Texas, USA, Oct. 22-25, 2017

学生培养

硕士研究生

2022.9- ：张泽宇

2023.9-： 蒋婧雯、王洪源、李星宇、王世欣

2024.9-： 黎楠、许双松、池子环、韩艺朔、史世盛

2025.9-： 杨媛、王璆臻、马婧以、刘芊雨