现任北京交通大学交通运输学院讲师，硕导。博士毕业于北京交通大学，方向为交通运输规划与管理。曾在加拿大Polytechnique Montreal和北京工业大学担任博士后研究员工作。

致力于构建一个更加和谐、可持续的交通运输系统，我的研究兴趣包括电动汽车、共享单车等新兴出行方式的使用行为、配置优化研究，绿色出行行为分析研究，以及采用最优化方法的设施布局优化研究。其他内容可见我的个人网站。

The details of my introduction and research are in my website.

2022.11至今            北京交通大学，讲师，硕导
2021.01 - 2022.09   加拿大Polytechnique Montreal（隶属蒙特利尔大学），博士后
2020.07 - 2022.11   北京工业大学，博士后

• 交通运输规划与管理
• 交通运输（专业学位）

• 交通运输规划与管理硕士
• 交通运输硕士

1. 《出行行为分析方法与应用》来华留学专项研究生课程建设项目，北京交通大学研究生教改项目，2024-2025（在研）
   
2. 需求导向下的“轨道+公交+慢行”三网融合规划方法研究，自然科学横向项目，2023-2025（在研）
   
3. 居民出行调查样本分析，自然科学横向项目，2023 - 2023（在研）
4. 基于深度学习的共享单车需求预测和配置优化研究，自然科学类人才基金项目，2023 - 2025（在研）
5. CBD区域共享单车使用规律及停车地优化研究，北京市朝阳区博士后科研活动经费资助项目，2021 - 2022（已结题）
6. 基于充电行为分析的电动汽车充电设施布局规划研究，基本科研业务费，2017 - 2019（已结题）
7. 电动汽车充电需求分析及充电设施布局规划研究，基本科研业务费，2016 - 2017（已结题）

参与：

1. 不同自主化水平道路交通系统风险辨识与安全管控技术, 国家重点研发计划-课题，2023-2027（在研）
2. 北京市郊铁路郊区站点周边交通及区域微循环优化研究，首都高端智库课题，2024-2025（在研）
3. 京津冀陆海空港一体化机制研究，首都高端智库课题，2024-2025（在研）
4. 我市利用普铁、高铁带流服务城市通勤出行模式研究，首都高端智库课题，2024-2025（在研）
5. 《交通出行行为分析-基于离散选择模型的方法》教材建设项目，北京交通大学教改项目，2023.07-2024.07（已结题）
6. 京津冀跨界交通基础设施规建管养一体化机制研究，首都高端智库课题，2023-2024（已结题）
7. 地铁故障大数据挖掘技术方法研究项目，2023-2023，横向课题（已结题）
8. 提高北京45分钟通勤比例可行措施研究（3）, 首都高端智库课题，2022-2023（已结题）
9. Micro Transit Demand Management (microTDM) with Big Data and Artificial Intelligence，加拿大Mitacs基金项目，2021 - 2022（已结题）
10. 商务中心区城市公共交通组织措施研究，横向课题，2020（已结题）
11. 商务中心区交通稳静化措施适用性研究，横向课题，2020（已结题）
12. 新能源汽车充电设施建设奖励资金使用建议及管理办法研究，北京市科委纵向课题，2017-2018（已结题）
13. 2016年更贴近民生实事第三方评估，横向课题，2016 - 2017（已结题）
14. 公用领域充电服务设施运营管理机制研究，横向课题，2016（已结题）
15. 居民出行入户调查样本数据分析，横向课题，2015（已结题）
16. 交通污染物浓度指数及其时空分布研究，横向课题，2013 - 2014（已结题）
17. 延庆县主要城市道路公共服务设施点位规划，横向课题，2012（已结题）

• 道路工程 [本] M304053B
• 道路工程综合设计 [本]  C104035B
• 交通工程学 [本] M304068B
• 交通工程专业生产实习 [本]
• 综合交通大数据分析方法与应用 [本研贯通] C404011B

研究生课程：

• 学术写作能力 [研, 英文] C404002B
• 学术写作能力 [研] C404002B
• 出行行为分析理论与建模 [博士, 英文] M604003B

毕业硕士研究生：

    MARIERA FELIX ANARI，Study on Electric Vehicle Charging Demand Estimation and Charging Station Deployment in the Context of Kenya，2024

毕业本科生：

    马彬，面向绿色出行的共享单车和公共交通竞合关系研究，2024

    郭恩懿，Which factors are driving the acceptance of DMS in conditionally automated cars?，2024

1. Long Pan, E.O.D. Waygood, Zachary Patterson (2023). Public Transit Itinerary Choice Analysis Considering Various Incentives. Transportation Research Record: Journal of the Transportation Research Board, 036119812311666.
   
2. Long Pan, E.O.D. Waygood, Zachary Patterson (2022). Would You Wait? Bus Choice Behavior Analysis Considering Various Incentives. Transportation Research Record: Journal of the Transportation Research Board.
3. Long Pan, Enjian Yao, Yang Yang, Rui Zhang (2020). A location model for electric vehicle (EV) public charging stations based on drivers’ existing activities. Sustainable Cities and Society, 59, 102192.
4. Long Pan, Enjian Yao, Don MacKenzie (2019). Modeling EV charging choice considering risk attitudes and attribute non-attendance. Transportation Research Part C: Emerging Technologies.
5. Long Pan, Enjian Yao, Don MacKenzie, Rui Zhang (2019). Environmental Effects of BEV Penetration Considering Traffic Status. Journal of Transportation Engineering, Part A: Systems, 145(11), 04019048. (Selected as Editor’s Choice in Nov. 2019)
6. Long Pan, Enjian Yao, Yang Yang (2016). Impact analysis of traffic-related air pollution based on real-time traffic and basic meteorological information. Journal of Environmental Management, 183, 510-520.
7. Keyan Bai, Enjian Yao, Long Pan (Corresponding Author), Linze Li, Wei Chen (2020). Dynamic Crosswalk Signal Timing Optimization Model Considering Vehicle and Pedestrian Delays and Fuel Consumption Cost. Sustainability, 12(2), 689. (SCI, A4)

期刊论文（其他）：

1. Tianyu Zhang, Enjian Yao, Yang Yang, Long Pan, et al (2023). Deployment optimization of battery swapping stations accounting for taxis’ dynamic energy demand. Transportation Research Part D: Transport and Environment, 116: 103617
2. Enjian Yao, Junyi Hong, Long Pan, Binbin Li, Yang Yang, Dongbo Guo (2021). Forecasting Passenger Flow Distribution on Holidays for Urban Rail Transit Based on Destination Choice Behavior Analysis. Journal of Advanced Transportation, 2021.
3. Yue Wang, Enjian Yao, Long Pan (2020). Electric vehicle drivers’ charging behavior analysis considering heterogeneity and satisfaction. Journal of Cleaner Production. (SCI, A2)
4. Enjian Yao, Xiaowen Wang, Yang Yang, Long Pan, Yuanyuan Song (2020). Traffic Flow Estimation Based on Toll Ticket Data Considering Multitype Vehicle Impact. Journal of Transportation Engineering, Part A: Systems, 147(2), 04020158. (SCI, A4)
5. Tianwei Lu, Enjian Yao, Fanglei Jin, Long Pan (2020). Alternative incentive policies against purchase subsidy decrease for Battery Electric Vehicle (BEV) adoption. Energies, 13(7), 1645. (SCI, A4)
6. 姚恩建, 何媛媛, 金方磊, 卢天伟, 潘龙. 面向自组织平衡的共享电动汽车调度优化方法[J]. 交通运输系统工程与信息, 2020, 20(05): 135-141.
7. Rui Zhang, Enjian Yao, Long Pan (2019). Optimizing EV-based P&R subsidy policies for commuting corridor based on cross-nested logit model. International Journal of Sustainable Transportation, 13(7): 461-478.
8. 姚恩建，邹萌，杨扬，潘龙 (2018). 基于出行行为分析的停车换乘设施定价优化[J].系统工程理论与实践，Vol.38, No.5, pp.1277-1283.
9. 邹萌, 姚恩建, 潘龙, 宋媛媛 (2016). 基于微观能耗模型的电动汽车生态驾驶行为研究[EB/OL].北京：中国科技论文在线[2016-09-27].
10. 杨扬, 姚恩建, 潘龙 (2015). 基于GPS数据的出租车路径选择行为研究[J]. 交通运输系统工程与信息, 2015.
11. 鲁楠, 姚恩建, 潘龙, 潘征 (2015). 基于高斯扩散模型的北京市道路交通空气污染的敏感性分析[J]. 道路交通与安全, 2015,15（2）：55-60.
12. 杨扬, 姚恩建, 王梅英, 潘龙 (2015). 电动汽车混入条件下的随机用户均衡分配模型[J]. 中国公路学报,Vol.28, No.9, pp.91-97, 2015.

会议论文（一作或通讯）：

1. Long Pan, Enjian Yao, Linlin Zou. Investigating the Impact of Incentive and Heterogeneity on Parking Place Choice Behaviour of Bike-sharing Users. Transportation Research Board (TRB) 103rd Annual Meeting. Washington, D.C., United States, January, 2024
   
2. Long Pan, E.O.D. Waygood, Zachary Patterson. Public Transit Itinerary Choice Analysis Considering Various Incentives. Transportation Research Board (TRB) 102nd Annual Meeting. Washington, D.C., United States, January, 2023
3. Ashkan Amirnia, Long Pan (Corresponding Author), E. O. D.Waygood, Zachary Patterson, Nizar Bouguila. Personalized Bus Recommender System Approach For Flattening Demand. Transportation Research Board (TRB) 102nd Annual Meeting. Washington, D.C., United States, January, 2023
   
4. Long Pan, E.O.D. Waygood, Zachary Patterson. Public transit itinerary choice analysis considering various incentives. 16th International Conference on Travel Behaviour Research. Santiago, Chile, 11-15 December 2022
5. Long Pan, E.O.D. Waygood, Zachary Patterson. Would You Wait? Bus Choice Behavior Analysis Considering Various Incentives. Transportation Research Board (TRB) 101st Annual Meeting. 2022.
6. Long Pan, Enjian Yao, Yanyan Chen. Investigating the Usage of Dockless Bike Sharing in Beijing Central Business District. CICTP 2022. Changsha, China.
7. 潘龙, 姚恩建, 陈艳艳. 北京CBD区域共享单车使用规律研究. 世界交通运输大会. 2021, 西安
8. Long Pan, Enjian Yao, Rui Zhang. A Location Model for Evaluating Demand-Fulfillment Effect of Public and Home Charging Network: A Case Study of Beijing. Transportation Research Board (TRB) 97th Annual Meeting. 2018
9. Long Pan, Enjian Yao, Rui Zhang. A Location Model of EV Public Charging Station Considering Drivers’ Daily Activities and Range Anxiety: A Case Study of Beijing. Transportation Research Board (TRB) 96th Annual Meeting. 2017
10. Long Pan, Enjian Yao, Rui Zhang, Meiying Wang. Environmental Effect Analysis of EVs under various EV Penetrations: A Case Study of Beijing. Transportation Research Board (TRB) 95th Annual Meeting. 2016
11. Long Pan, Enjian Yao, Dongfei Xia, Yang Yang. Forecasting Hourly Traffic-related Air Pollution Concentration in Beijing Based on Traffic and Basic Meteorological Information. Transportation Research Board (TRB) 95th Annual Meeting. 2016

会议论文（其他）：

1. Yue Wang, Enjian Yao, Yongsheng Zhang, Long Pan, He Hao. A Deep Learning Model for Short-Term Origin-Destination Distribution Prediction in Urban Rail Transit Network Considering Destination Choice Behavior. Transportation Research Board (TRB) 103rd Annual Meeting. Washington, D.C., United States, January, 2024
2. Bobin Wang, E.O.D. Waygood, Xun Ji, Mahdie Asl Javadian, Long Pan, Matthew Feinberg. Moral Foundations as a Moderating Effect on the Influence of Framing Climate Change Emissions in a Vehicle Choice Experiment. Transportation Research Board (TRB) 103rd Annual Meeting. Washington, D.C., United States, January, 2024
3. Yue Wang, Enjian Yao, Yongsheng Zhang, He Hao, Long Pan. Urban rail transit short-term OD flow prediction considering temporal-spatial characteristics and probability. ITS World Congress 2023. Suzhou, China, October, 2023.
4. 姚恩建, 周昕, 潘龙. 考虑多车型综合通行成本的交叉口信号配时优化. 世界交通大会(WTC). 武汉, 中国, 六月, 2023.
   
5. Linlin Zou, Enjian Yao, Long Pan. An Evaluation of Shared Bicycle Incentivizing Strategy Based on Self-Rebalancing. WTC. Wuhan, China, June, 2023.
   
6. Kangning Zheng, Enjian Yao, Yongsheng Zhang, Long Pan. Exploring Daily Travel Monetary and Time Frontiers Based on Stochastic Frontier Model in Beijing, China[C]//The 18th COTA International Conference of Transportation Professionals (CICTP2018), 2018.
7. Dongfei Xia, Enjian Yao, Rui Zhang, Long Pan, Zheng Pan. Evaluating Traffic Air Pollution in Urban Area Based on Real-time Traffic and Meteorological Information[C]//The 15th COTA International Conference of Transportation Professionals (CICTP2015), 2015, pp: 3324-3335.
8. 杨扬, 姚恩建, 潘龙. 基于GPS数据的出租车路径选择行为研究[C], 18届SESC年会学术论文集, 2014.
9. Yao Enjian, Long Pan, Yang Yang, Zhang Yongsheng. Taxi Driver’s Route Choice Behavior Analysis Based on Floating Car Data. Applied Mechanics and Materials, Vols. 361-363: 2036-2039, 2013.

1. 姚恩建, 潘龙, 张锐, 金方磊 (2016). 一种基于交通和气象数据的交通空气污染物浓度实时估算方法和系统，公开号：CN106548258A.
2. 姚恩建, 张永生, 潘龙, 杨扬 (2013). 一种城市轨道交通随机客流加载方法, 公开号：CN103218670A.

1. 潘龙, 姚恩建. 城轨断面流量及换乘量统计系统V1.0, 登记号：2013SRBJ0469

1. 2021年中国公路学会优秀博士学位论文
2. 2014年北京交通大学优秀硕士毕业研究生

1. 世界交通运输大会运输规划学部-低碳交通与可持续发展学科-新能源车辆运用与基础设施规划技术委员会委员
2. 《中国公路学报》专刊组稿专家
3. 审稿

• IEEE Transactions on Intelligent Transportation Systems, 2020
• Transportation Research Part A: Policy and Practice, 2023
• Transportation Research Part D: Transport and Environment, 2020, 2023, 2024
• Applied Energy, 2024
• Renewable Energy, 2024
• Transport Policy, 2024
• Travel Behaviour and Society, 2022, 2023
• Journal of Cleaner Production, 2020
• Energy, 2023
• 中国公路学报, 2023
• Sustainable Cities and Society, 2021
• Journal of Environmental Management, 2018
• Journal of Advanced Transportation, 2020, 2024
• Case Studies on Transport Policy, 2023
• Transportation Research Interdisciplinary Perspectives, 2023
• Clean Technologies and Environmental Policy, 2024
• Scientific Reports, 2024
• The Annals of Regional Science, 2021
• PeerJ, 2020
• Findings, 2021
• Journal of Traffic and Transportation Engineering (English Edition), 2020

• World Transport Convention (WTC), 2021, 2022, 2023
• Transportation Research Board Annual Meeting (TRB), 2022, 2023
• ITS World Congress, 2023
• COTA International Conference for Transportation Professionals, 2017