黄爱玲
博士、教授
基本信息
| 办公电话： | 电子邮件： alhuang@bjtu.edu.cn |
| 通讯地址：北京交通大学土木工程楼312 | 邮编：100044 |
教育背景
分别获北京交通大学交通运输专业工学学士学位、北京交通大学系统工程专业工学硕士学位、工学博士学位
工作经历
2003.4~ 北京交通大学交通运输学院，历任助教、讲师、副教授、教授
2014.1~2015.2 美国加州大学戴维斯分校，访问学者
2012.11~2012.12 美国威斯康星大学欧克莱尔分校，访问学者
研究方向
- 交通运输规划与管理
- 交通运输（专业学位）
- 交通运输组织与智能管控
- 综合交通大数据与数字交通
- 运输与物流
- 综合交通运输理论与技术
- 民航运输理论与技术
- 交通系统分析与控制理论与技术
招生专业
- 交通运输规划与管理硕士
- 交通运输硕士
- 交通运输博士
- 交通运输规划与管理博士
科研项目
主要从事综合交通系统优化、交通大数据挖掘和分析、公交复杂网络建模、物流系统工程领域的科研和教学工作。任职以来，主持30余项科研项目，包括国家自然科学基金面上项目“枢纽多模式交通韧性协同运行机理与供需平衡动态调控方法研究”（在研）、国家重点研发计划项目专题“支持多粒度协同计算的交通系统一体化信息模型”（在研）、国家重点研发计划项目子课题“空港综合交通协同运行智能调度技术研究”（结题）、国家科技支撑计划子课题、北京市科技计划项目、首都高端智库项目等国家、省部级项目；作为主要成员，参与了多项国家重大科技攻关项目、863计划、973计划、国家自然科学基金重点项目、省部级项目，累计40余项。
教学工作
作为骨干教师承担本科生交通工程专业主干课“城市公共交通”和轨道交通专业限选课“城市公共交通”、北京交通大学和代尔夫特理工大学合作的交通运输（合作办学）专业全英文主干课程“城市公共交通系统运营与规划”的教学任务。承担硕士生系统工程专业学位课“管理系统工程”、“城市公共交通规划与运营理论”等课程的教学任务。论文/期刊
1. Zhihuan Jiang, Ailing Huang*, Qian Luo, Wei Guan. Local-Perception-Enhanced Spatial–Temporal Evolving Graph Transformer Network: Citywide Demand Prediction of Taxi and Ride-Hailing. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(11): 17105-17121. DOI: 10.1109/TITS.2024.3450846.
2. 马瑞晨,王聘玺,黄爱玲*,等. 基于轨迹数据的出租车潜在充电需求估计及时空特征分解[J]. 地球信息科学学报, 2024,26(10):2282- 2299. [Ma R C, Wang P X, Huang A L, et al. Estimation of potential charging demand for taxis and spatiotemporal feature decomposition based on trajectory data[J]. Journal of Geo-information Science, 2024,26(10):2282-2299.] DOI:10.12082/dqxxkx.2024.240079 CSTR:32074.14.dqxxkx.2024.240079
3. Yihao Luo, Ailing Huang*, Zhengbing He, Jiaqi Zeng, Dianhai Wang. Exploring competitiveness of taxis to ride-hailing services from a multidimensional spatio-temporal perspective: A case study in Beijing, China. Journal of Transport Geography, 2024, 118: 103936. DOI: 10.1016/j.jtrangeo.2024.103936.
4. 李冰，马瑞晨，黄爱玲*，蒋志寰，王佃依 . 基于GWR的中国省域尺度铁路货运供需协调度时空演化规律［J］. 北京交通大学学报，2024，48（3）：15-28. DOI：10.11860/j.issn.1673-0291.20230093.
5. Ruichen Ma, Ailing Huang*, Zhihuan Jiang, Ziji’an Wang, Qian Luo*, Xuanyi Zhang. A data-driven optimal method for massive passenger flow evacuation at airports under large-scale flight delays. Reliability Engineering and System Safety, 2024, 245: 109988. DOI: 10.1016/j.ress.2024.109988.
6. Xiaohan Xu, Ailing Huang*, Amer Shalaby, Qian Feng, Mingyang Chen, Geqi Qi. Exploring cascading failure processes of interdependent multi-modal public transit networks. Physica A: Statistical Mechanics and its Applications, 2024, 638: 129576.
7. Yonglei Jiang, Ailing Huang, Shengguo Gao, Shunan Yu. Relationship between the terminal built environment and airport retail revenue. Journal of Air Transport Management, 2024.116: 102586.
8. Xiaohan Xu, Amer Shalaby, Qian Feng, Ailing Huang*. Identifying Station Importance in Urban Rail Transit Networks Using a Combination of Centrality and Time Reliability Measures: A Case Study in Beijing, China. Urban Rail Transit, 2024.5, DOI: 10.1007/s40864-024-00213-9.
9. Ke Zhang，Ailing Huang*. Portraying passenger travel patterns for Beijing public transit system with user profiling method. Smart and Resilient Transportation, 2024, 6(1): 50-71, DOI: 10.1108/SRT-11-2023-0014.
10. Qian Qin, Ziji’an Wang, Bing Li, Ailing Huang*. A HWAM-EMD-GRU Forecasting Model for Short-term Passenger Flow of Airport Light Rail Transit Line, Urban Rail Transit, 2024.5, DOI: 10.1007/s40864-024-00217-5.
11. Ruichen Ma, Ailing Huang*, Hongyang Cui, Rujie Yu, Xiaojin Peng. Spatial heterogeneity analysis on distribution of intra-city public electric vehicle charging points based on multi-scale geographically weighted regression. Travel Behaviour and Society, 2024, 35: 100725. DOI: 10.1016/j.tbs.2023.100725.
12. 奇格奇, 黄爱玲, 王海星, 李宝文. 基于线上教育新模态的学生数据画像理论与实证研究, 信息系统工程, 2024, (2):165-168
13. 黄爱玲*, 马瑞晨, 王佳美, 秦建民. “双碳”目标下中国省域绿色物流发展时空演变分析. 科技导报, 2023, 41(2): 47-57. DOI: 10.3981/j.issn.1000-7857.2023.22.007.
14. 黄爱玲, 贾琼琳, 段志伟, 马瑞晨等. 国内外物流低碳发展经验借鉴与启示. 今日科苑, 2023(12): 64-74.
15. Bingqing Wang, Yufeng Gao, Ailing Huang*, Yanling Sang. Game models for taxi decision-making considering online ride-hailing competition in airport. 2023 IEEE the 8th International Conference on Intelligent Transportation Engineering (ICITE 2023), 2023. 10.
16. 黄爱玲*, 王子吉安, 张哲, 李名杰, 宋悦. 考虑碳排放影响的大型机场陆侧多交通方式运力匹配模型. 清华大学学报 (自然科学版), 2023, 63(11): 1729-1740. DOI:10.16511/j.cnki.qhdxxb.2023.26.034.
17. Zhihuan Jiang, Ailing Huang*, Qige Qi, Wei Guan. A Framework of Travel Mode Identification Fusing Deep Learning and Map-Matching Algorithm. IEEE Transactions on Intelligent Transportation Systems, 2023, 24(6): 6401-6415. DOI: 10.1109/TITS.2023.3250660.
18. 黄爱玲*，刘梦寒，李颖. 考虑网约车竞争的机场出租车供需均衡博弈模型. 交通运输系统工程与信息. 2023, 23(2): 176-186. DOI:10.16097/j.cnki.1009-6744.2023.02.019.
19. 奇格奇, 刘思劲, 何一康, 王猛, 黄爱玲. 基于仿真驱动的高速公路主动限速效用评价与推荐[J/OL]. 系统仿真学报: 1-13[2022-11-19].
20. Jiahao Zhang, Ailing Huang*, Rui Jiang , and Xingang Li. Flexible Scheduling Model of Bus Services between Venues of the Beijing Winter Olympic Games. Journal of Advanced Transportation. Volume 2022, Article ID 2134806, 15 pages https://doi.org/10.1155/2022/2134806.
21. Xinghao Lou, Ailing Huang*, Yufei Yuan, Mingjie Li. Resource Allocation Optimization for Airport Landside Multi-modal Transportation: A Simulation Case Study in Beijing Daxing International Airport. 2022 IEEE the 7th International Conference on Intelligent Transportation Engineering (ICITE), 2022.
22. Xiaohan Xu, Ailing Huang, Depeng Huang, Ziji'an Wang. Modeling Taxi Departure System and Optimizing Vehicle Dispatch at Airport Hubs. 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), October 8-12, 2022, Macau, China.
23. Geqi Qi, Avishai Ceder, Ailing Huang*, Wei Guan. A Methodology to Attain Public Transit Origin-Destination Mobility Patterns Using Multi-Layered Mesoscopic Analysis. IEEE Transactions on Intelligent Transportation Systems, 2021.10, 22(10), P 6256-6274. DOI: 10.1109/TITS.2020.2990719
24. 黄爱玲, 徐笑涵, 关伟, 段梦媛. 基于加权耦合映像格子的地铁网络稳定性演化研究. 交通运输系统工程与信息. 2021-06,21(3):140-149.
25. Ailing Huang*, Ziqi Dou, Liuzi Qi and Lewen Wang. Flexible Route Optimization for Demand-Responsive Public Transit Service. Journal of Transportation Engineering, Part A: Systems, 2020.12, 146(12): 04020132, 15 pages. DOI: 10.1061/JTEPBS.0000448.
26. Ailing Huang, Yijing Miao, Jiarui Li. Optimization of transit scheduling combined with short-turn service based on real-time passenger flow. Frontiers in Artificial Intelligence and Applications, v 331, p 732-752, 2020. DOI: 10.3233/FAIA200752.
27. Yiyi Cheng, Ailing Huang*, Geqi QI, Bei Zhang. Mining Customized Bus Demand Spots Based on Smart Card Data: A Case Study of the Beijing Public Transit System. IEEE ACCESS, V 7, P 181626-181647, 2019. DOI: 10.1109/ACCESS.2019.2959907.
28. Geqi QI, Wei, Guan, Zhengbing He, Ailing Huang. Adaptive kernel fuzzy C-Means clustering algorithm based on cluster structure. Journal of Intelligent and Fuzzy Systems, 37 (2), 2453-2471, 2019, DOI: 10.3233/JIFS-182750
29. Yamin Li, Xiaohan Xu, Rui Xu, Ailing Huang*. Train Operational Plan Optimization of Rail Transit Connecting to Airport Ground Transport Center. Lecture Notes in Electrical Engineering, v 640, p 663-674, 2020, Proceedings of the 4th International Conference on Electrical and Information Technologies for Rail Transportation, EITRT 2019 - Rail Transportation Information Processing and Operational Management Technologies, DOI: 10.1007/978-981-15-2914-6_63.
30. Geqi Qi, Ailing Huang, Wei Guan, Lingling Fan. Analysis and Prediction of Regional Mobility Patterns of Bus Travellers Using Smart Card Data and Points of Interest Data. IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 4, pp.1197-1214, 2019.
31. Rongge Guo, Wei Guan, Ailing Huang, Wenyi Zhang. Exploring Potential Travel Demand of Customized Bus Using Smartcard Data, 2019 IEEE Intelligent Transportation Systems Conference – ITSC, DOI: 10.1109/ITSC.2019.8916843, October 2019.
32. Ailing Huang, GuangzhiZang, Zhengbing He, Wei Guan. Comparative Empirical Analysis of Flow-weighted Transit Route Networks in R-space and Evolution Modeling. International Journal of Modern Physics B, Vol. 31 (2017) 1750087 (20 pages), DOI: 10.1142/S0217979217500874.
33. Ailing Huang, JieXiong, Jinsheng Shen, Wei Guan. Evolution of Weighted Complex Bus Transit Networks with Flow. International Journal of Modern Physics C, Vol. 27, issue 6, 1650064, 2016.
34. Ailing Huang, Michael H. Zhang, Wei Guan, Yang Yang, GaoqinZong. Cascading Failures in Weighted Complex Networks of Transit Systems Based on Coupled Map Lattices. Mathematical Problems in Engineering, vol. 2015, Article ID 940795, 16 pages, 2015. DOI:10.1155/2015/940795.
35. 黄爱玲, 关伟, 毛保华, 臧广智. 北京公交线路客流加权复杂网络特性分析. 交通运输系统工程与信息. 13(6), pp. 198-204, 2013.
36. Ailing Huang，Wei Guan, Yimei Chang, Zhen Yang. Analysis of ITMS System Impact Mechanism in Beijing Based on Traffic Entropy. Discrete Dynamics in Nature and Society. vol. 2012, Article ID 350847, pp. 1 -16, 2012.
37. 黄爱玲,刘运鹤, 吴月. 北京城市智能交通管理系统社会经济效益评价.交通运输系统工程与信息. 2011.06. 11(3):21-26.
38. Ailing Huang，Shouwen Ji, Jinsheng Shen. Strategic Cooperation & Development of Modern Logistic Industry in Area along NELB. Proceedings of 2008 IEEE International Conference on Service Operations and Logistics, and Informatics (LISS2008). 2008.10.
39. Ailing Huang，Wei Guan, Jinsheng Shen. Study on Bus Route Evaluation System in Beijing Based on AHP. Proceedings of the 10th IEEE Intelligent Transportation Systems Conference. 2007.10.
40. Ailing Huang，Jinsheng Shen. Wei Guan, ITS Planning Methodology for Chinese Cities and Its Evaluation Model. Proceedings of the 9th IEEE Intelligent Transportation Systems Conference.2006.10.
41. Sai Shao, Ailing Huang*, Haijun, Liu. City Freight Intelligent Scheduling Model Based on Genetic Algorithm. Proceedings - SEKE 2016: 28th International Conference on Software Engineering and Knowledge Engineering, v 2016-January, p 297-300, 2016.
42. Zhenlin Wei, Shilong Li, Ailing Huang, Jing Han. Study on Urban Road Network Capacity Based on Self-organized Criticality. Lecture Notes in Electrical Engineering, v 617, p 495-513, 2020, Green, Smart and Connected Transportation Systems - Proceedings of the 9th International Conference on Green Intelligent Transportation Systems and Safety, 2018.
43. Zhengbing He, Ailing Huang, Dongfang Ma, Ning Zhu. A discrete-flow form of the point-queue model. 2015 IEEE 18th International Conference on Intelligent Transportation Systems (ITSC). Proceedings, 1383-7, 2015.
44. Yimei Chang, Xiaoning Zhu, Ailing Huang, Ying Bo. Design of railway freight business process for total logistics service. 2015 IEEE 18th International Conference on Intelligent Transportation Systems (ITSC). Proceedings, 1408-15, 2015.
45. Yang Yang, Huang Ailing, Guan Wei. Statistic properties and cascading failures in a coupled transit network consisting of bus and subway systems[J]. International Journal of Modern Physics B, 2014, 28(30): 1450212. DOI: 10.1142/S0217979214502129.
46. Zhengbing He, Ailing Huang. Approximating the minimum distribution of two normally distributed variables each with the same mean and variance. Proceedings of the 2012 5th International Joint Conference on Computational Sciences and Optimization, CSO 2012, p 103-107, 2012.
47. Wenyi Zhang, Wei Guan, Ailing Huang, Junfang Tian. SUE model based on a reliability-admissible reasonable route set. Proceedings of the 2012 5th International Joint Conference on Computational Sciences and Optimization, CSO 2012, p 458-461, 2012, Harbin, China, 2012.6.23-2012.6.26.
48. Jie Xiong, Wei Guan, Liying Song, Ailing Huang, Chunfu Shao (2013). Optimal Routing Design of Community Shuttle Joint for Metro Stations, Journal of Transportation Engineering, Vol 139.
49. 李亚敏，黄爱玲. 基于城市用地结构的公共交通网络分层规划布局方法研究--以东莞市为例. .城市公共交通, Vol.255, pp.39-43, 2019
50. 熊杰，关伟，黄爱玲. 社区公交接驳地铁路径优化研究，交通运输系统工程与信息，2014， Vol.1.
51. 宗高勤, 黄爱玲.基于GPS车辆监控数据的公交速度特性分析. 城市公共交通, 201(8), pp.32-36，2013
52. 常祎妹, 黄爱玲，熊杰, 许辉. 社区公交票制票价制定策略研究. 城市公共交通, 201(6), pp.32-36，2013.
53. 胡云超, 申金升, 黄爱玲. 城市货运交通管制情景下城市配送多目标优化效益研究. 交通运输系统工程与信息, 2012, No.6, pp.119-125,144.
54. 胡云超, 申金升, 黄爱玲. 城市绿色物流配送体系构建研究. 物流技术, 2012, No. 8, pp.56-59.
55. 张燕如，黄爱玲. 将TOD模式融入北京城市轨道交通规划的思考. 综合运输， 2008, Vol. 8
56. 魏众, 申金升, 黄爱玲, 张智文, 石定寰. 多式联运的最短时间路径-运输费用模型研究. 中国工程科学, 2006, No. 8, pp. 61-64.
57. 卫振林, 申金升, 黄爱玲. 车用替代燃料生命周期评价的比较研究.交通运输系统工程与信息,2006,2(6), pp.62-65.
58. 卫振林, 杨晓娜, 黄爱玲. 清洁汽车市场化的研究. 城市公共交通, 2005, No. 5, pp.34-36.
59. 关伟，黄爱玲.北京环路交通拥堵发生因果性的定性分析。第二届北京中-殴大城市发展学术研讨会，北京，2004-12
60. 关伟，黄爱玲. Qualitative correlation analysis between HMI and SDI of a traffic system。2004 IEEE intelligent transportation conference，华盛顿，2004-12
61. 卫振林，申金升，黄爱玲. Calculation of Urban Motor-vehicles Environmental Carrying Capacity and Its Application. 2004世界工程师大会，上海，2004-12
62. 黄爱玲, 张晶, 李平.日本的智能铁路系统(03.7)[J]。铁路计算机应用，2003-12，12（5）
63. 黄爱玲, 胡卉, 申金升.基于电子商务的企业管理模式的探讨[J]. 华东经济管理，2002-12，79（1）
64. 胡卉, 申金升, 黄爱玲. 智能运输系统(ITS)与城市交通可持续发展的探讨. 交通运输系统工程与信息. 2002, No. 2, pp. 32-35.
65. 张于心, 申金升, 黄爱玲, 鲍振荣, 薛立民. 我国清洁汽车发展战略的探讨. 北方交通大学学报, 2001, No. 2, pp. 93-97.
专著/译著
1. 秦勇、马小平、黄爱玲等. 中国战略性新兴产业研究与发展-智慧交通（国家出版基金项目）. 机械工业出版社. 2021.12
2. 关伟，黄爱玲等译. 公共交通规划与运营-建模、应用及行为. 清华大学出版社. 2017.01
3. 李宝文，雷黎，黄爱玲. 交通政策法规、环境与可持续发展. 北京交通大学出版社，2020.11
4. 宋瑞，黄爱玲等. 城市公共交通. 北京交通大学出版社. 2014.11
5. 徐丽萍，黄爱玲等. 城市交通运行系统能源效率评估模型研究. 科学出版社，2014.06
6. 卫振林，王世华，黄爱玲. 智能交通管理系统综合评价理论及实践. 人民交通出版社，2012.05
7. 卫振林，纪寿文，黄爱玲. 物流信息技术与装备. 中国物资出版社，2010.01
8. 申金升，关伟,王喜富,胡天军,雷黎,黄爱玲. 现代奥运物流技术与管理. 中国铁道出版社，2006.09
9. 申金升，雷黎,卫振林,黄爱玲. 城市交通环境管理与控制. 中国铁道出版社，2004.12
专利
授权发明专利或实用新型专利8项软件著作权
获得计算机软件著作权15项。获奖与荣誉
中国交通运输协会科技进步奖二等奖、商务部商务发展研究成果奖三等奖、中国智能交通协会科学技术奖二等奖、中国民主同盟北京市委员会优秀盟员、北京市高校本科毕业设计（论文）优秀指导教师、北京市高校教师教学创新大赛三等奖、“中国大学生5分钟科研英语演讲”大赛全国一等奖优秀指导教师、北京市大学生交通科技大赛优秀奖指导教师、北京交通大学教学名师、北京交通大学高校教师教学创新大赛一等奖、北京交通大学优秀主讲教师、北京交通大学硕士以及本科毕业设计（论文）优秀指导教师、北京交通大学“三育人”先进个人、北京交通大学优秀毕业生班主任、北京交通大学交通运输学院“我最敬爱的老师”、交通运输学院青年教师教学基本功比赛第二名
社会兼职
担任中国技术经济学会第7届理事会理事、世界交通运输大会（WTC）运输规划学部综合交通供需分析技术委员会主席；担任北京物流与供应链管理协会副秘书长。
担任Transportation Research Part B/C，IEEE Transactions on Intelligent Transportation Systems, Transport Policy, Transportmetrica A: Transport Science, Physica A, IET Intelligent Transport Systems, Journal of Advanced Transportation等交通领域国际顶级学术期刊审稿人。