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教师简介
基本信息
办公电话

51683557

电子邮件

ghsong@bjtu.edu.cn

通讯地址

交通运输学院

邮编

100044

教育背景

2016年12月–现在:北京交通大学交通运输学院,教授、博导

2024年1月–现在:北京交通大学卓越工程师学院,院长

2022年3月–2024年1月:北京交通大学环境学院,党委书记

2016年8月–2022年3月:北京交通大学科研院,副院长


2015年4月–2016年12月:北京交通大学交通运输学院,副教授、博导

2012年4月-2013年4月:新疆交通运输厅,综合规划处,挂职副处长
2009年3月-2011年11月:北京交通大学交通运输学院,讲师、硕士生导师
2009年4月-2010年4月:美国德克萨斯南方大学,博士后
 


2005年9月-2009年1月:北京交通大学交通运输学院,博士
2007年1月-2007年9月:美国德克萨斯南方大学,交流访问
2004年9月-2005年7月:北京交通大学交通运输学院,硕士
1998年9月-2002年7月:北方交通大学交通运输学院,本科

工作经历
研究方向
  • 交通运输规划与管理
  • 交通运输(专业学位)
  • 城市交通工程理论与技术
  • 智能运输系统理论与技术
  • 综合交通运输理论与技术
  • 低碳与绿色交通
  • 综合交通大数据与数字交通
  • 运输与物流
招生专业
  • 交通运输规划与管理硕士
  • 交通运输硕士
  • 交通运输规划与管理博士
  • 交通运输博士
科研项目

 

  • 电动重卡补能需求时空分布建模与干线廊道识别. 国家重大专项(民口). 2026-2029 
  • 钢铁行业多模态货运数据和广域尺度运输需求深度融合分析. 国家重大专项(民口). 2026-2029 
  • 京津冀钢铁行业重型货车清洁运输关键技术研发与示范. 国家重大专项(民口). 2026-2029
  • 基于大数据技术的超限运输预警关键技术研究. 自然科学横向项目. 2025-2026 
  • 面向危货车辆主动安全智能感知设备研发的算法开发. 自然科学横向项目.  2025-2026 
  • 山东高速股份有限公司基于精准营销的智慧高速会员信用评价体系构建关键技术研究及应用. 自然科学横向项目. 2025-2026 
  • 高速公路服务区低碳关键技术研究及一体化工程示范项目. 自然科学横向项目. 2024-2026 
  • 典型城市和京津冀区域货运通道分析. 自然科学横向项目. 2024-2026 
  • 基于准全天候通行的雷达研发和相关技术研究. 自然科学横向项目. 2022-2026 
  • 面向准全天候通行场景的契约式通行终端APP研发及应用. 自然科学横向项目. 2022-2026 
  • 网联车辆安全环保管控专利技术. 知识产权作价投资项目.  2022-2025 
  • 基于GIS路段匹配的重型车多尺度路网排放模型与算法. 自然科学横向项目. 2024-2025 
  • 北京市交通运行数据分析技术服务. 自然科学横向项目. 2024-2024 
  • 某网络潜力目标体系智能认知与某运用子系统. 红果园(横). 2024-2026 
  • ZSKJ交通保障论证研究. 红果园国家级“后勤科研”. 2019-2024 
  • 交通领域污染物排放测试与评估. 自然科学横向项目. 2024-2026 
  • 重型货车载重与超载工况数据挖掘分析研究. 自然科学横向项目. 2024-2024 
  • 交能融合资源评估与负荷预测研究. 自然科学横向项目. 2024-2025 
  • 机场新能源车辆及充电设备主动安全评估技术项目. 自然科学横向项目. 2024-2025 
  • 自动驾驶环境下微观交通流仿真模型研究与应用. 自然科学横向项目. 2022-2023 
  • 重型柴油车远程在线监控平台数据挖掘与应用研究项目. 自然科学横向项目. 2022-2024 
  • 交通模型基础数据库构建与专题地图可视化开发. 自然科学横向项目. 2022-2023 
  • 高速磁浮在综合交通体系中的定位、应用范围及前景研究. 交通运输部专项. 2022-2023 
  • “天秤”重型货车超载智能自识别专利技术. 知识产权许可项目. 2020-2040 
  • 基于车联网数据对个人驾驶行为风险预测的研究. 自然科学横向项目. 2020-2020 
  • 基于公交与轨道客流转移特征的两网融合技术研究与示范应用. 北京市科技计划项目. 主持. 2019-2021. 280万.
  • 大规模网联车辆协同服务平台 - 全场景生态驾驶行为快速评估及优化. 2018YFB1600700. 国家重点研发计划任务级子课题. 主持. 2019.1-2021.12. 98万. 
  • CAV条件下道路交通拥堵和排放的仿真评估方法的改进研究. 国家自然科学基金71871015. 主持. 2019.1-2022.12. 59万.
  • 基于大数据的交通拥堵与大气污染关系规律研究及决策工具开发项目. 北京市交通委员会. 主持. 2017.9-2018.12. 95万.
  • 面向排放的基于行驶轨迹的交通仿真模型优化. 国家自然科学基金51578052. 主持. 2016年1月-2019年12月, 70.8万.
  • 成渝城市群交通模型研究. 国家发展和改革委员会综合运输研究所. 主持. 2015年10月-2016年12月,15万.
  • 大数据驱动的交通管理研究. SAP AG(德国)国际合作项目. 主持. 2015-2015. 40万.
  • 北京市路网拥堵时空分布特征分析研究. 北京交通发展研究中心. 主持. 2015-2016. 20万. 
  • 北京市交通拥堵动态变化规律研究. 北京交通发展研究中心. 主持. 2014-2015. 20万.
  • 北京市节假日交通运行规律特征研究. 北京交通发展研究中心. 主持. 2014-2015. 10万. 
  • 北京市低排放区政策研究. 北京市机动车排放管理中心. 主持. 2014-2015. 13.9万.
  • 北京高校“青年英才计划”项目. 北京市教育委员会. 主持. 2014– 2016. 15.
  • 桥梁积水和大型事故对交通拥堵的影响规律分析. 北京市科学技术委员会. 主持. 20133 – 201312. 40.
  • 面向油耗排放量化的交通流动态特性表征理论与模型. 国家自然科学基金51208033. 主持. 20131-201512, 26万。

  • 基于多源数据的出行时变特征分析与交通运行监测评价. 科技部863计划子课题2011AA110302-04, 主持. 20121-201312, 48万。

  • 基于VSP分布的交通仿真与机动车能耗排放模型耦合理论与算法. 教育部博士点基金20110009120013. 主持. 20121-201412月。

  • 北京交通大学“红果园‘双百’人才培育计划”-D. 主持. 20116-20145, 15万。

  • 科技支撑交通缓解拥堵的关键问题研究——交通节能减排数据采集与测试. 北京市科学技术委员会. 主持. 20116 – 201110. 12.

  • 北京交通需求管理 - 城市交通减排项目(过度短距离小汽车出行项目). 德国国际合作组织. 主持. 201110 - 20121. 18.

  • 国家道路路网交通排放模型建立与数据开发,环境保护部. 主持,20115-201112月,20万。

  • 面向节能减排评价的交通流特性表征理论基础研究,北京交通大学基本科研业务费. 主持. 20111-201212月,5.0万;

  • 北京市道路交通节能减排模型车型分类研究,北京交通发展研究中心. 主持. 20105-20113月,20.0万;

  • 面向交通规划环境影响评价的油耗与排放量化理论与模型. 河北省交通安全与控制重点实验室项目. 20101-20116月,2.5万;

  • 北京市居民出行能耗调查,北京交通发展研究中心项目,共同主持,201011-20113月,3.5万。 



教学工作
  • 《交通流理论》
  • 《交通运输设备》
  • 《大气污染控制原理》
  • 《交通运输概论》
  • 《道路工程》
  • 《道路与交通工程生产实习》
  • 《主要实验室前沿讲座 - 城市道路交通运行条件下汽车尾气实验分析》
  • 《科技专题案例 - 交通仿真与能耗排放模型的耦合研究》
论文/期刊

发表期刊论文

  1. Lu Y., R. Zhang, R. Wang, B. Fu, K. Lu, P. Fan, L. Yu, and G. Song.  Trajectory data–driven modeling and optimization of urban freight charging networks. Transportation Research Part D: Transport and Environment, 2026, 154: 105288.
  2. WANG Y, DIRKS K N, SONG G, et al. From historical patterns to hourly dynamics: interpretable deep learning for cycling estimation[J]. Transportation Letters, 2026: 1-26.
  3. ZHAI Z, ZHANG L, LU J. Coupled model to simulate on-road fuel use for diesel, battery, and hydrogen electric vehicles based on trajectories[J]. International Journal of Hydrogen Energy, 2026, 239: 155366. DOI:10.1016/j.ijhydene.2026.155366.
  4. Fan P, Boriboonsomsin K, Wang L, et al. Engine-out NOx emissions characteristics of heavy-duty diesel trucks under real-world dynamic load conditions[J]. International Journal of Sustainable Transportation, 2026: 1-17.
  5. L Wang, L Jiang, P Fan, W Hao, Z Zhang, Z Zhai, L Yu, G Song, Y Wu. Environmental challenges in electrification: Traffic-induced non-exhaust PM2.5 emissions in Cangzhou, China[J]. Transportation Research Part D: Transport and Environment, 2026, 151: 105137. 
  6. 张惠婷, 范鹏飞, 马麒麟, 黎明, 宋国华. 内涝扰动下城市路网交通流耦合演化与级联失效动态模拟. 交通运输工程学报, 2026. 已收录
  7. 石莹, 宋国华, 杨毅, 等. 高速公路双侧服务区充电多源能流协同调度[J]. 北京交通大学学报, 2026, 50 (3) 52-62.
  8. 孙偲赫,宋国华,朱子俊,等. 基于TimeXer模型的高速公路服务区充电负荷预测[J]. 交通运输研究,2026,12(3):151-162.
  9. Zhang, Y., P. Fan, H. Lu, and G. Song. Fuel consumption of hybrid electric vehicles under real-world road and temperature conditions.[J]. Transportation Research Part D: Transport and Environment, 2025, 142.
  10. Wang, L., L. Jiang, Z. Zhai, L. Yu, G. Song and Y. Wu. Are deprived communities exposed to higher PM2.5 concentrations? Evidence from Cangzhou, China. Transportation Research Part D: Transport and Environment, 2025, 143, 104762.
  11. Liu, A., P. Fan, X. He, H. Lu, L. Yu, and G, Song. CatBoost-based fuel consumption modeling and explainable analysis for heavy-duty diesel trucks: Impact of engine, driving behavior, and vehicle weight[J]. Energy, 2025, 333.
  12. Ye Zhang, Guohua Song, Dongli Meng. Reducing Carbon Emissions from Transportation: Pathway Setting Strategy and Prediction Uncertainty Analysis. Transportation Research Record. 2025. 
  13. FAN P, SONG G, ZHAI Z. Road grade and truck weight matter: Investigating link-level energy consumption uncertainty[J]. Transportation Research Part D: Transport and Environment, 2025, 146, 104900. 
  14. 刘颖, 许斯萌, 陈瑜航, 徐磊, 韩鹏, 范鹏飞, 宋国华. 区域差异下高速公路服务区光伏系统优化配置[J]. 交通运输工程与信息学报, 2025.
  15. Jiang, Y., G. Song, Y. Wu, H. Lu, Z. Zhai, and L. Yu. Impacts of Cold Starts and Hybrid Electric Vehicles on On-Road Vehicle Emissions. Transportation Research Part D: Transport and Environment, 2024, 126.  
  16. Zhang Z., G. Song, L. Zhang, Z. Zhai, W. He, H. Yin, and L. Yu. Impact of lockdown policies on urban traffic conditions and carbon dioxide emissions based on an emission model on the link level in hour granularity. Journal of Cleaner Production, 2024, 437. 
  17. 吴睿中, 费文鹏, 范鹏飞, 宋国华. 车辆载重对重型货车碳排放的影响[J]. 交通运输研究, 2024, 10 (01): 45-57 
  18. Wang, L., Y. Wu, Y. Wang, L. Yu, and G. Song. Modeling Urban-Rural Health Disparities Using a Taxi-Based Mobile Atmospheric Monitoring System. Transportation Research Part D: Transport and Environment, 2024, 129, 104152.  
  19. Meng, D., G. Song, J. Huang, H. Lu, Y. Wu, and L. Yu. Car-Following Model Considering Jerk-Constrained Acceleration Stochastic Process for Emission Estimation. Physica A: Statistical Mechanics and its Applications, 2024.  
  20. Fan, P., G. Song, Z. Zhai, Y. Wu, and L. Yu. Fuel consumption estimation in heavy-duty trucks: Integrating vehicle weight into deep-learning frameworks. Transportation Research Part D: Transport and Environment, 2024, 130: 104157
  21. Zhai, Z., L. Zhang, G. Song, X. Li, and L. Yu. Modeling Energy Consumption for Battery Electric Vehicles Based on In-Use Vehicle Trajectories. Transportation Research Part D: Transport and Environment. 2024, 137, 104509.
  22. Huang, Y., G. Song, and L. Yu. Development of weight-specific scaled tractive power distributions of heavy-duty trucks for emission estimation. International Journal of Sustainable Transportation, 2024. DOI: 10.1080/15568318.2024.2407577.
  23. Peng, Y., G. Song, M. Guo, L. Wu, and L. Yu. Investigating the impact of environmental and temporal features on mobile phone distracted driving behavior using phone use data. Accident Analysis & Prevention, 2023, 180: 106925.
  24. Peng, Y., G. Song,X. Guo,and M. Guo. Impact of Fundamental Elements of Connected and Autonomous Technology on Right-turn Gap Acceptance Behavior at Uncontrolled Intersection. Journal of Transportation Engineering, Part A: Systems.2023,149(3)
  25. Wang, L., Y. Wang, X. Sun, Y. Wu, F. Peng, C. Chen, and G. Song. Public Transit Passenger Profiling by Using Large-scale Smart Card Data. Journal of Transportation Engineering, Part A: Systems. 2023: 149(4).
  26. Wu, Y., L. Wang, Y. Wang, G. Song, and L. Yu. Health effects of exposure to particulate matter and physical activity by individual sustainable commuting modes. Journal of Cleaner Production. 2023, 397. 
  27. Huang, J., G. Song, Y. Wu, Z. Zhao, Z. Zhang, and L. Zhang. A Fuel Consumption Model for Mixed Traffic Flow in Multiple Connected and Autonomous Scenarios. IET Intelligent Transport Systems, 2023: 1–15.
  28. 黄意然, 宋国华, 彭飞. 基于实际车重的重型货车比功率分布及排放模型.交通运输系统工程与信息, 2023, 23(02): 326-334.
  29. Huang, J., G. Song, Feng. He, and Z. Tan. Energetic Impacts of Autonomous Vehicles in Real-world Traffic Conditions from Nine Open-source Datasets[J]. IEEE Transactions on Intelligent Transportation Systems, 2023. 
  30. 朱子俊, 宋国华, 范鹏飞, 黄健畅. 基于趋势提取下多尺度时空残差网络的路段速度预测模型[J]. 交通运输工程与信息学报, 2023, 21(03): 74-85.
  31. Fan, P., H. Yin, H. Lu, Y. Wu, Z. Zhai, L. Yu, G. Song. Which factor contributes more to the fuel consumption gap between in-laboratory vs. real-world driving conditions? An independent component analysis. Energy Policy, 2023, 182: 113739. 
  32. Zang, J., Song, G.*, Wu, Y., Yu, L.  Method for Evaluating Eco-Driving Behaviors Based on Vehicle Specific Power Distributions. Transportation Research Record (TRR), Journal of the Transportation Research Board, Washington, DC, 2019. (Accepted)
  33. Zhang, Z., Song, G.*, Zhai, Z., Li, C., Wu, Y.  How Many Trajectories Are Needed to Develop Facility- and Speed-Specific Vehicle-Specific Power Distributions for Emission Estimation? Case Study in Beijing
  34. Wang, J., Song, G.*, Yu, L., Lu, H., Sun, J., Cheng, Y., He, W.  Macroscopic Relationship between Traffic Condition and Fuel Consumption for an Urban Road Network: Case Study of Beijing. Transportation Research Record (TRR), Journal of the Transportation Research Board, Washington, DC, 2019. (Accepted)
  35. Li, Z., Song, G.*, Yu, X., Yu, L., He, W. Developing Operating Mode Distributions from Sparse Trajectories for Emission Estimation. Transportation Research Record (TRR), Journal of the Transportation Research Board, Washington, DC, 2019. (Accepted)
  36. Lu, H., Song, G.*, Yu, L. The “Acceleration Cliff”: An Investigation of the Possible Error Source of the VSP Distributions Generated by Wiedemann Car-following Model. Transportation Research Part D: Transport and Environment. Vol. 65, December 2018, Pages 161-177.
  37. Zhai, Z. Song, G.*, Yu, L. How Much Vehicle Activity Data is Needed to Develop Robust Vehicle Specific Power Distributions for Emissions Estimations? Case Study in Beijing. Transportation Research Part D: Transport and Environment. Vol. 65, December 2018, Pages 540-550.
  38. Zhang, J., Song, G.*, D. Gong, Y. Gao, L. Yu, and J, Guo. Analysis of rainfall effects on road travel speed in Beijing, China.  IET Intelligent Transport Systems. Vol. 12, Issue 2, March 2018, p. 93 –102
  39. Zhang, J., Song, G.*, L. Yu, J, Guo, and H. Lu. Identification and Characteristics Analysis of Bottlenecks on Urban Expressways based on Floating Car Data.  Journal of Central South University. Vol. 25, Issue 8, August, 2018. p. 2014-2024
  40. Z. Zhai, Song, G.*, H. Lu, W. He, L. Yu.  Validation of Temporal and Spatial Consistency of Facility- and Speed-specific VSP Distribution for Emission Estimation: A Case Study in Beijing.  Journal of the Air & Waste Management Association. Volume 67, 2017 - Issue 9, Pages 949-957, 2017. doi: 10.1080/10962247.2017.1294545.
  41. Fei, W., Song, G.*, Zhang, F., Gao, Y., Lei, Y.  Practical approach to determining traffic congestion propagation boundary due to traffic incidents. Journal of Central South University. February 2017, Volume 24, Issue 2, pp 413–422.
  42. Fei, W., Song, G.*, Zang, J., Gao, Y., Sun, J., Lei, Y.  Framework model for time-variant propagation speed and congestion boundary by incident on expressways. IET Intelligent Transport Systems. 2017, vol. 11, no. 1, pp. 10-17. doi: 10.1049/iet-its.2015.0222.
  43. Song, G.*, L. Yu, and Y. Wu. Development of Speed Correction Factors based on Speed-Specific VSP Distributions for Urban Restricted Access Roadways.  Journal of Transportation Engineering, ASCE, Volume 142, Issue 3, 2016, DOI: 10.1061/(ASCE)TE.1943-5436.0000819.  (SCI)
  44. Song, G.*, Zhang, F., Liu, J., Yu, L., Gao, Y., Yu, Lei.  Floating car data-based method for detecting flooding incident under grade separation bridges in Beijing.  IET Intelligent Transport Systems. 2015, Volume 9, Issue 8, pp.817-823.  (SCI)
  45. Song, G.*, X. Zhou, and L. Yu.  Delay correction model for estimating bus emissions at signalized intersections based on vehicle specific power distributions.  Science of The Total Environment, Volume 514, 1 May 2015, Pages 108–118. (SCI)
  46. M. Li, G. Song, Y. Cheng and L. Yu. Identification of Prior Factors Influencing the Mode Choice of Short Distance Travel. Discrete Dynamics in Nature and Society.  Accepted. (SCI)
  47. Song, G., L. Yu, and Z. Geng.  Optimization of Wiedemann and Fritzsche Car-Following Models for Emission Estimation.  Transportation Research Part D, 2015, 34, pp.318-329.       
  48. Wu, Y., Song, G.*, L. Yu, and L. Xu. Sensitive analysis of emission rates in MOVES for developing site-specific emission database. Transportation Research Part D. 2014, 32: 193-206.
  49. Song, G., L. Yu, and L. Xu.  Comparative Analysis of Car-following Models for Emission Estimation. Transportation Research Record (TRR), Journal of the Transportation Research Board, Washington, DC, 2013, Vol. 2341, pp.12-22.  (SCI)
  50. Song, G. and L. Yu.  Applicability of Traffic Micro-Simulation Models in Vehicle Emission Estimations: A Case Study of VISSIM. in Transportation Research Record (TRR), Journal of the Transportation Research Board, Washington, DC, 2012, Vol. 2270, pp. 132-141. (SCI)
  51. Song, G. and L. Yu.  Distribution Characteristics of Vehicle Specific Power on Urban Restricted Access Roadways [J]. Journal of Transportation Engineering, ASCE, 2012, vol. 138 (2), pp. 202-209. (SCI)
  52. Song, G and L. Yu.  Characteristics of Low-Speed VSP Distributions on Urban Restricted Access Roadways in Beijing [J].  Transportation Research Record (TRR), Journal of the Transportation Research Board, Vol. 2233, Washington, DC, 2011, pp90-98. (SCI)
  53. Lai, J., G. Song, L. Yu, and Y. Hao. Comparative Analysis of Three Approaches for Developing Inventory of Carbon Dioxide Emissions: Case Study for Beijing [J]. Transportation Research Record (TRR), Journal of the Transportation Research Board, vol. 2252, Washington, DC, 2011, pp 144-151. (SCI)
  54. Song, G. and L. Yu.  Estimation of Fuel Efficiency of Road Traffic by Characterization of Vehicle-Specific Power and Speed Based on Floating Car Data [J].   In Transportation Research Record: Journal of Transportation Research Board series 2139, Transportation Research Board of the National Academies, Washington, D.C., 2009, pp.11-20. (SCI)
  55. Song G., and L. Yu. Aggregate Fuel Consumption Model of Light-Duty Vehicles for Evaluating Effectiveness of Traffic Management Strategies on Fuels [J].  Journal of Transportation Engineering.  ASCE, 2009, 135 (9) pp. 611-618. (SCI)
  56. Song, G., L. Yu, and X. Zhang.  Emission Analysis at Toll Station Area in Beijing with Portable Emission Measurement System [J].  In Transportation Research Record: Journal of Transportation Research Board series, No. 2058, Transportation Research Board of the National Academies, Washington, D.C., 2008, pp. 106-114. (SCI)
  57. Lai J., L. Yu, G. Song, P. Guo, X. Chen. Development of City-Specific Driving Cycles for Transit Buses Based-on VSP Distributions - A Case of Beijing. Journal of Transportation Engineering - ASCE.  July 2013. 139(7), 749–757. (SCI)
  58. Wu Y., L. Yu, G. Song, L. Xu. Feasibility Study of Fuel Consumption Prediction Model by Integrating Vehicle-Specific Power and Controller Area Network Bus Technology. Transportation Research Record: Journal of the Transportation Research Board, vol. 2341, 2013, pp 66-75.  (SCI)
  59. Lin ZHU, Lei YU, Guo-Hua SONG, Jian-Ping SUN. Perception-based Comparative Study of VHT-Weighted vs. VKT-Weighted Measurements of Corridor Traffic Congestions. AISS: Advances in Information Sciences and Service Sciences, Vol. 5, No. 8, pp. 1022 ~ 1030, 2013. (EI)
  60. Chen, X., L. Yu, G. Song, and C. Xian.  Comparative Study of Emissions from Bus Rapid Transit and Conventional Bus System: A Case Study of Beijing. 91st Transportation Research Board Annual Meeting and accepted for Publication in Transportation Research Record, Washington, DC, Jan 2012. (SCI)
  61. Xu Y., L. Yu, and G. Song. Improved Vehicle Specific Power Bins for Light-Duty Vehicles for Estimating Carbon Dioxide Emissions in Beijing. In Transportation Research Record: Journal of the Transportation Research Board, Vol. 2191, Transportation Research Board of the National Academies, Washington, DC, 2010, pp. 158-165. (SCI)
  62. Yu, L., M. Liu, Q. Shi, and G. Song.  Macroscopic Congestion Intensity Measurement Model Based on Cumulative Logistic Regression.  The Open Transportation Journal, Special Issue on “Traffic Safety and Driving Behavior Studies, http://bentham.org/open/totj/ , ISSN: 1874-4478, April 2010. 
  63. 葛梦雪, 宋国华, 王芃森, 侯杰, 闫小勇. 基于手机应用软件测算OD数据的区域交通需求预测. 公路交通科. 2019, (5): 152-158. DOI: 10.3969/j.issn.1002-0268.2019.05.021
  64. 陈娇杨, 宋国华, 于雷. 面向城市群交通规划的道路碳排测算与分析方法. 公路交通科技. 2018, 35 (2), pp. 122-128.
  65. 唐艺, 尹航, 黄志辉, 于雷, 宋国华. CVEM排放模型在综合交通规划中的应用——以成渝城市群为例. 交通运输研究. 2018, 4, pp. 31-40.
  66. 靳秋思, 宋国华, 叶蒙蒙, 刘娟, 于雷. 面向节能减排的交叉口驾驶轨迹优化研究[J].安全与环境工程. 2015, 22(3):75-82.  
  67. 龚大鹏,宋国华,黎明,高永,于雷. 降雨对城市道路行程速度的影响. 交通运输系统工程与信息. 2015(1):218-225.
  68. 靳秋思,宋国华,何巍楠,刘娟,于雷. 机动车道路扬尘与PM直接排放的测算与分析[J]. 交通信息与安全.2014,32(6):53-58.
  69. 宋国华, 鲁洪语. 完善城市交通管理, 减少道路大气污染.  环境保护. 2014, Vol. 42 No. 24, pp. 31-35.
  70. 岳园圆, 于雷, 朱琳, 宋国华, 陈旭梅. 基于速度里程分布的快速路宏观交通状态评价模型[J].交通运输系统工程与信息.2014, 14(4): 85-92.
  71. 费文鹏,宋国华,于雷. 车辆跟驰模型的VSP和加速度分布对比分析[J]. 系统仿真学报. 2014,26(11):2757-2764.
  72. 黎明,宋国华,程颖,何巍楠. 城市过量短距离小汽车出行研究[J]. 北京交通大学学报.2014,38(3):15-21.
  73. 张晓燕,宋国华,朱琳,何巍楠,孙建平,于雷. 基于FCD的城市路网常发性拥堵路段识别方法研究[J]. 交通信息与安全,2014,32(1):5-15.
  74. 岳园园, 宋国华, 黄冠涛, 于雷. MOVES在微观层次交通排放评价中的应用研究. 交通信息与安全. 2013. 2013,第31(6):47-53.
  75. 周溪溪, 宋国华, 于雷. 面向排放量化的低速区间机动车比功率分布特性与模型. 环境科学学报.  2014,34(2):336-344.
  76. 黎明, 宋国华, 于雷, 张嫣红. 基于VISSIM的道路交通能耗排放评价可行性分析. 交通运输系统工程与信息.  2013,13(5):56-63.  
  77. 刘军, 宋国华, 赵琦, 高永. 桥下积水导致城市道路拥堵点段识别方法研究. 交通信息与安全. 2013,31(3):43-48..
  78. 朱琳, 宋国华, 于雷. 基于公众出行感知调研与测算的交通状态实时评价指标[J]. 北京工业大学学报. 2013, 2013(10):1526-1531.
  79. 周溪溪, 宋国华, 于雷. 基于VISSIM的SYNCHRO干道信号协调优化方案选取研究. 交通信息与安全. 2013,31(3):20-27.
  80. 徐龙, 宋国华, 于雷, 刘莹. 基于VSP分布的车辆跟驰模型的油耗测算对比研究. 公路交通科技.  2013, 30 (6), 136-142.
  81. 耿中波, 宋国华, 赵琦, 高永, 万涛, 辛然. 基于VISSIM的首都机场出租车上客方案比选研究. 中国民航大学学报.  2013,31(6):55-59..
  82. 高艺, 于雷, 宋国华, 胥耀方, 郝艳召. 交通排放量化模型的建立与仿真实现. 系统仿真学报,2012, Vol. 24 (4), pp. 887-892  .
  83. 朱琳, 于雷, 宋国华. 基于MFD的路网宏观交通状态及影响因素研究[J]. 华南理工大学学报. 2012, 40(11): 138-146.
  84. 陈旭梅,王莹,羡晨阳,宋国华.基于比功率的北京快速公交车辆排放特征[J].北京交通大学学报,2012,36(6):90-95.
  85. 余艳春, 虞明远, 宋国华, 高艺, 赖瑾璇. 我国公路运输温室气体排放清单研究. 交通节能与环保. 2012 (3), pp.16-22.
  86. 王宏图, 于雷, 郝艳召, 宋国华, 郭芸. 重型机动车比功率计算方法研究. 安全与环境工程. 2011, 18 (3), pp.124-128.
  87. 朱琳, 于雷, 宋国华. 基于浮动车数据的交通拥堵时间维度特征[J]. 北京交通大学学报(自然科学版). 2011, 35(6): 7-12.
  88. 徐龙, 于雷, 虞明远, 宋国华. 美国移动源排放测算机制与方法. 公路交通科技.  2011, 28 (08), pp.154-158.
  89. 程颖 ,于雷, 王宏图, 郝艳召, 宋国华. 基于PEMS的MOBILE与COPERT排放模型对比研究. 交通运输系统工程与信息. 2011, 11 (3), pp. 176-181.
  90. 宋国华, 刘娟娟. 面向道路交通能耗排放测算的行驶周期开发. 交通科技与经济. 2010, 61 (5), pp.113-116.
  91. 黄冠涛, 宋国华. 综合移动源排放模型——MOVES, 交通信息与安全, 2010, 28 (4): 49-53.
  92. 宋国华. 分道路类型的不同速度行驶工况开发方法. 交通标准化. 2010 (23), pp. 38-41.
  93. 宋国华, 于雷. 城市快速路上机动车比功率分布特性与模型[J], 交通运输系统工程与信息, 2010, 10 (6): 133-140.
  94. 宋国华,于雷,虞明远,余艳春. 我国道路运输应对气候变化的挑战与国外经验分析[J/OL]. 中国科技论文在线,2010年3月12日,http://www.paper.edu.cn/index.php/default/releasepaper/content/201003-345.
  95. 高艺,于雷,宋国华,胥耀方,郝艳召.机动车排放动态量化系统设计与实现[J/OL].中国科技论文在线,2010年1月15日,http://www.paper.edu.cn/paper.php?serial_number=201001-87.
  96. 宋国华. 道路交通油耗与排放的微观测算模型综述[J], 交通节能与环保. 2010, (1): 32-35.
  97. 郭淑霞, 于雷, 宋国华, 郝艳召, 赵慧. 大型活动影响范围内尾气排放时空分布规律仿真研究 [J], 系统仿真学报. 2010,第22卷, 第1期:216-221..
  98. 胥耀方,于雷,宋国华,郝艳召 针对二氧化碳的轻型汽油车VSP区间划分. 环境科学学报,2010, 30 (7): 1358-1365。
  99. 郝艳召,于雷,宋国华,胥耀方,王宏图. 基于比功率参数的北京市柴油公交车行驶和排放特征研究. 汽车工程,2010, 32 (2), 16-21.
  100. 郝艳召,邵春福,于雷,宋国华,胥耀方. 交通路网中重型柴油车油耗和排放多层次分析. 交通运输系统工程与信息,2010, 10 (5): 123-129。
  101. 刘娟娟,于雷,宋国华,郝艳召. 不同排放标准下大型柴油客车实测排放因子和MOBILE6预测值对比分析.安全与环境工程,2009,第16卷,第6期:30-35.
  102. Zhang Y., X. Chen, X. Zhang, G. Song, Y. Hao, and L. Yu. Assessing Effect of Traffic Signal Control Strategies on Vehicle Emissions. Journal of Transportation Systems Engineering and Information Technology. Volume 9, Issue 1, February 2009: 150-155.
  103. 胥耀方, 于雷, 郝艳召, 宋国华. 机动车尾气排放宏观模型开发与应用初探. [J]交通运输系统工程与信息. 2009, 9 (2): 147-154.
  104. Yu, L., Y. Xu, G. Song, Y. Hao, S. Guo, and Q. Shi.  Development and Application of Macroscopic Emission Model for China.  In Transportation Research Record: Journal of the Transportation Research Board, No. 2123. Transportation Research Board of the National Academies, Washington, D.C., 2009, pp. 66-75. (SCI)
  105. 张滢滢, 陈旭梅, 张潇, 宋国华, 郝艳召, 于雷. 交通信号控制策略对机动车尾气排放影响的评价[J]. 交通运输系统工程与信息. 2009,第9卷,第1期:150-155.
  106. 王景楠,宋国华,王宏图,郝艳召. 基于PEMS技术的重型柴油客车排放实测与IVE模型预测对比分析[J]. 公路, 2009, 12期, pp. 90-95.
  107. 宋国华, 于雷, 王子千里. 用于道路交通燃油经济性评价的轻型车实用模型[J]. 汽车工程. 2008, 30 (6): 470-475.
  108. 宋国华, 于雷, 张潇. 基于PEMS技术的收费站尾气排放模型分析. 交通运输系统工程与信息[J]. 2008, 30 (6): 470-475.
  109. Song, G., L. Yu, F. Mo, and X. Zhang.  PEMS-Based Study on Real-world Emissions [J].  Automotive Engineering, 2007, 29 (10): 865-869.
  110. 宋国华, 于雷. 城市交通规划环境影响评价的方法与实践[J]. 安全与环境工程, 2007, 14 (3): 6-10.


发表会议论文 

  1. Liu, Y., Z. Zhang, and G. Song. Spatial Context Matters: A Grid-Based Assessment of Composite Risk for Hazardous Materials Transportation. 105th Annual Meeting of the Transportation Research Board, Washington, D.C., 2026.
  2. Z. Zhang, G. Song, Z. Zhai, Z. Yue, and Y. Wu. An Integrated Methodology for Assessing Long-term and Short-term Driving Risks of Heavy-duty Trucks Considering Vehicle Weight. 104th Annual Meeting of the Transportation Research Board, Washington, D.C., 2025.
  3. Huang, Y., P. Fan, G. Song, Z. Zhai, and Y. Wu. Real-Time Identification Model of High NOX Emitters for On-Road Heavy-Duty Vehicles. 104th Annual Meeting of the Transportation Research Board, Washington, D.C., 2025.
  4. Liu, A., G. Song, P. Fan, Y. Zhang, and X. He. Fuel Consumption Estimation in Heavy Duty Diesel Trucks: Evaluating the  Impact of Engine, Driving Behavior, and Vehicle Weight Characteristics. 104th Annual Meeting of the Transportation Research Board, Washington, D.C., 2025.  
  5. Y. Wang, Y. Wu, L. Wang, Y. Jiang,  G. Song and L. Yu. Quantifying the Impact of Bicycle Highways on Cyclist PM2.5 Exposure: A Case Study in Beijing. 104th Annual Meeting of the Transportation Research Board, Washington, D.C., 2025.  
  6. Zhu, Z., Y. Wu, L. Zhang, H. Lu, G. Song, and Z. Zhai. Do We Have Enough Capacity of Service Areas for Battery Electric Trucks: Predictive Modeling of Energy Demand Variations Considering Fleet Electrification, Vehicle Weight, and Truck Cargo Load. 104th Annual Meeting of the Transportation Research Board, Washington, D.C., 2024. 
  7. Q. Jiang, Y. Wu, Y. Wang, L. Wang and G. Song. Dedicated bus lanes: An evaluation of operational and environmental impacts. 104th Annual Meeting of the Transportation Research Board, Washington, D.C., 2025.
  8. Y. Wang, Y. Wu, L. Wang, L. Zhang, and G. Song. Estimating Emissions from Heterogenous Traffic Flow: A Refined Cellular Automata Model Considering Vehicle Interactions. 103rd Annual Meeting of the Transportation Research Board, Washington, D.C., 2024.
  9. Y, Peng, G. Song, M. Guo, and L. Yu. Does It Matter? Vehicle Load Consideration in a Deep Reinforcement Learning Based Eco-Driving Assistance Strategy at Signalized Intersections. 103rd Annual Meeting of the Transportation Research Board, Washington, D.C., 2024.
  10. Fan, P., G. Song. Deep Learning-Based Heavy-duty Diesel Truck Fuel Consumption Estimation Incorporating Vehicle Weight and On-Board Diagnostic (OBD) Data. 103rd Annual Meeting of the Transportation Research Board, Washington, D.C., 2024.
  11. Wang, L., Y. Wu, Y. Wang, L. Yu, and G. Song. Modeling Health Equity between Urban and Rural Areas Using a Taxi-Based Mobile Monitoring System. 103rd Annual Meeting of the Transportation Research Board, Washington, D.C., 2024.
  12. Meng, D., G. Song, J. Huang, and L. Yu. Car-Following Model Considering Jerk-Constrained Acceleration Stochastic Process for Emission Estimation. 103rd Annual Meeting of the Transportation Research Board, Washington, D.C., 2024.
  13. Huang, Y., G. Song, Z. Zhai, Y. Wu, and L. Yu. High-Emitting Vehicle Identification Model and Emission Characteristics for Heavy-duty Diesel Trucks Utilizing Remote On-Board Diagnostics Data. 103rd Annual Meeting of the Transportation Research Board, Washington, D.C., 2024.
  14. Wang, Y., X. Chen, B. Shao, and L. Yu. Scheduling Plan Optimization of Truck Platooning Considering Ecological Benefits Under Connected Vehicle Environment. 103rd Annual Meeting of the Transportation Research Board, Washington, D.C,2024.
  15. Jiang, Y., G. Song, Y. Wu, H. Lu, Z. Zhai and L. Yu. Impacts of Cold Starts and Hybrid Electric Vehicles on On-Road Vehicle Emissions Based on Light-Duty Vehicle Trip Trajectories. 103rd Annual Meeting of the Transportation Research Board, Washington, D.C., 2024.
  16. Zhang. Z, G. Song, L. Zhang, Z. Zhai, Y. Wu, W. He, H. Yin, and L. Yu. Impact of Lockdown Policies on Urban Traffic Conditions and Carbon Dioxide Emissions. 103rd Annual Meeting of the Transportation Research Board, Washington, D.C., 2024.
  17. Zhang. Z, G. Song, L. Zhang, and Y. Wu. Uncertainty Analysis of Carbon Dioxide Emission Factors, with a Focus on Non-expressways. 103rd Annual Meeting of the Transportation Research Board, Washington, D.C., 2024.
  18. Zhai, Z., L. Zhang, G. Song, X. Li, and L. Yu. Energy Consumption Estimates for Light-Duty Electric Vehicles Based on Trajectories of in-Use Vehicles. Transportation Research Board 103rd Annual Meeting, Washington DC. 2024.
  19. Song, G., L. Yu, and Z. Geng. Optimization of Wiedemann and Fritzsche Car-Following Models for Emission Estimation. 94th Transportation Research Board Annual Meeting, Washington, DC, Jan 2015.
  20. Song, G.,L. Yu, and Y. Wu. Development of Speed Correction Factors based on Speed-Specific VSP Distributions for Urban Restricted Access Roadways in Beijing. 93th Transportation Research Board Annual Meeting, Transportation Research Board of the National Academies, Washington, DC, Jan 2014.
  21. Zhang, F.,G. Song,L. Yu, and Y. Gao. Floating Car Data-Based Method for Detection of Flooding Incident under Grade Separation Bridges in Beijing. 93th Transportation Research Board Annual Meeting, Transportation Research Board of the National Academies, Washington, DC, Jan 2014.
  22. Zhao, Q.,G. Song,and L. Yu. Comparative Study of VSP Binning Methods for Estimating Fuel Consumptions of LDVS on Urban Roads. 93th Transportation Research Board Annual Meeting, Transportation Research Board of the National Academies, Washington, DC, Jan 2014.
  23. Zhou, X.,G. Song, and L. Yu. Delay Correction Model for Estimating Bus Emission at Intersections based on VSP Distributions. 93th Transportation Research Board Annual Meeting, Transportation Research Board of the National Academies, Washington, DC, Jan 2014.
  24. Song, G.,L. Yu, and L. Xu. Comparative Analysis of Car-following Models for Emission Estimation. 92nd Transportation Research Board Annual Meeting, Transportation Research Board of the National Academies, Washington, DC, Jan 2013.
  25. Zhao, Q., L. Yu, andG. Song. Comparison of Micro-Scale Fuel Consumption Models based on VSP and Ln(TAD) for Light-Duty Vehicles on Urban Roads. 92th Transportation Research Board Annual Meeting, Transportation Research Board of the National Academies, Washington, DC, Jan 2013.
  26. Song, G. and L. Yu. Applicability of Traffic Micro-Simulation Models in Vehicle Emission Estimations: A Case Study of VISSIM. 91th Transportation Research Board Annual Meeting, Transportation Research Board of the National Academies, Washington, DC, Jan 2012.
  27. Chen, X., L. Yu,G.Song, and C. Xian. Comparative Study of Emissions from Bus Rapid Transit and Conventional Bus System: A Case Study of Beijing. 91th Transportation Research Board Annual Meeting, Transportation Research Board of the National Academies, Washington, DC, Jan 2012.
  28. Lai, J., L. Yu,G. Song,P. Guo, and X. Chen. Development of City-specific Drving Cycles for Transit Buses Based-on VSP Distributions. 91th Transportation Research Board Annual Meeting, Transportation Research Board of the National Academies, Washington, DC, Jan 2012.
  29. Xu, Y., L. Yu,G. Song, X. Liu, and Y. Wang. GA-Based Approach to Operating Mode Distributions via Link Average Speeds. 91th Transportation Research Board Annual Meeting, Transportation Research Board of the National Academies, Washington, DC, Jan 2012.
  30. Zhao, Q., L. Yu, andG. Song. Characteristics of VSP Distributions of Light-duty and Heavy-duty Vehicles on Freeway: A Case Study. 91th Transportation Research Board Annual Meeting, Transportation Research Board of the National Academies, Washington, DC, Jan 2012.
  31. Song, Gand L. Yu. Characteristics of Low-Speed VSP Distributions on Urban Restricted Access Roadways in Beijing [J]. 90th Transportation Research Board Annual Meeting CD-ROM #11-1122. Transportation Research Board of the National Academies, Washington, DC, Jan 2011.
  32. Xu, Y., L. Yu, andG. Song. Modeling of Vehicle Specific Power and Instantaneous Speed Distribution for Expressways in Beijing. 90th Transportation Research Board Annual Meeting CD-ROM, Transportation Research Board of the National Academies, Washington, DC, Jan 2011.
  33. Song, G., L. Yu, and Z. Tu. Distribution Characteristics of Vehicle Specific Power on Urban Restricted Access Roadways. 89th Transportation Research Board Annual Meeting CD-ROM, Transportation Research Board of the National Academies, Washington, DC, Jan 2010.
  34. Hao, Y., L. Yu,G. Song,Y. Xu, and H. Wang. Analysis of Driving Behavior and Emission Characteristics for Diesel Transit Buses Using PEMS' Measurements. 89th Transportation Research Board Annual Meeting CD-ROM, Transportation Research Board of the National Academies, Washington, DC, Jan 2010.
  35. Yu, L., M. Liu, Q. Shi, G.Songand J. Guo. A Novel Model for Identification of Key Congested Segments Based on Tree-Structured Wavelet Decomposition. 89th Transportation Research Board Annual Meeting CD-ROM, Washington, D.C., Jan 2010.
  36. Gao Y., L. Yu,G. Song, Y. Xu, and Y. Hao. Development and Application of Dynamic Vehicle Emission Model for Urban Road Networks. The 10th International Conference of Chinese Transportation Professionals. Beijing, August, 2010.
  37. Song, G. and L. Yu. Estimation of Fuel Efficiency of Road Traffic by a Characterization of VSP and Speed Based On FCD. 88th Transportation Research Board Annual Meeting CD-ROM #09-0858, Transportation Research Board of the National Academies, Washington, DC, Jan 2009.
  38. Hao Y. Z., L. Yu,G. Song, and Y. F. Xu. PEMS-Based Multi-Level Analysis of Fuel Consumption and Emissions for Heavy-Duty Diesel Vehicles. Proceedings of the 2009 International Conference on Energy and Environment Technology (ICEET'09), Guilin, China, 2009, pp.233-239.
  39. Song, G., L. Yu, and Z. Wang. A Practical Model for Evaluation of Fuel Efficiency for Road Traffic. 87th Transportation Research Board Annual Meeting CD-ROM #08-0228, Transportation Research Board of the National Academies, Washington, DC, Jan 2008.
  40. Song, G., L. Yu, and X. Zhang. Emission Analysis at Toll Station Area in Beijing with Portable Emission Measurement System. 87th Transportation Research Board Annual Meeting CD-ROM #08-2541, Transportation Research Board of the National Academies, Washington, DC, Jan 2008.
  41. Song, G., and L. Yu. PEMS-Based Comparative Study on On-Road Emissions from a Hybrid Electric Vehicle vs. a Gasoline Vehicle [C]. The Proceedings of the First International Conference of Transportation Engineering, 2007, pp 1047-1055. (EI)
  42. Yu, L., W. Pei, F. Yang, G. Song, W. Wang, J. Liu, Q. Huang, and T. Wan. Advanced Research in Emission Controls at Beijing Jiaotong University in China. Proceedings of the 2005 ASCE International Conference on Computing in Civil Engineering, Lucio Soibelman, Feniosky Peña-Mora - Editors, Cancun, Mexico, July 12–15, 2005.
  43. Yu, L., W. Pei, F. Yang, G. Song, W. Wang, J. Liu, Q. Huang, and T. Wan. Improving Environment during a High Economic Growth: A Comprehensive Research Agenda in Mobile Emission Controls at Beijing Jiaotong University. Proceedings of The Second Expert Meeting on Social Capacity for Environmental Management (SCEM) Capacity Indicators and Development Process Modeling, Vol.2. No.2. 2004. Hiroshima University, Hiroshima, Japan, January 11, 2005, pp. 243-258.
  44. Yang, F., L. Yu, G. Song, W. Wang, and W. Pei. Modeling Dynamic Vehicle Age Distribution in Beijing. Proceedings of the 6th IEEE International Conference on Intelligent Transportation Systems. ISBN 0-7803-8126-2. Shanghai, China, October 12-15, 2003. (EI)

专著/译著
  • 宋国华, 于雷.《城市交通流理论》(“十四五”国家级规划教材), 北京交通大学出版社. 北京, 2022.
  • 于雷, 宋国华, 陈旭梅, 郭继孚.《交通排放评估与实践案例》. 人民交通出版社, 北京, 2016.
专利


  • “Power Distribution and Vehicle Self-Learning-Based Truck Overload Identification Method” Song, G., and X. Wang.  U.S. Patent US12125375B2, issued Oct. 22, 2024.
  • “一种基于交通出行链的充电桩网络布设与功率协同方法” 专利号:ZL 202211425020.4,中华人民共和国国家知识产权局,2022年11月15日申请,2024年3月8日授权。
  • “基于功率分布与自学习的货车超载识别方法” 专利号:ZL201911074735.8,中华人民共和国国家知识产权局,2019年11月6日申请,2020年8月11日授权。
  • “基于重型车排放远程在线监控的超载协同应急管控方法” 专利号:ZL202010666563.X,中华人民共和国国家知识产权局,2020年7月10日申请,2021年08月17日授权。
  • “基于大规模网联车辆功率分布的道路坡度测算方法与装置” 专利号:ZL202010695789.2,中华人民共和国国家知识产权局,2020年7月17日申请,2021年08月17日授权。
  • “基于坡度扰动识别与排除的网联货车载重动态测算方法” 专利号:ZL202010666562.5,中华人民共和国国家知识产权局,2020年7月10日申请,2021年08月17日授权。
  • “基于向量算法的车辆全向防碰撞预警系统”, 专利号:ZL 201911300674.2,中华人民共和国国家知识产权局,2019年12月17日申请,2021年10月08日授权。
  • “一种面向网联货车驾驶员的安全预警方法、装置及系统”, 专利号:ZL202011020683.9,中华人民共和国国家知识产权局,2020年9月24日申请,2021年11月10日授权。
  • “面向网联货车超载识别的数据质量控制方法及装置”, 专利号:ZL202010666564.4,中华人民共和国国家知识产权局,2020年7月10日申请,2021年11月16日授权。
  • “基于驾驶行为特征提取的车辆载重状态识别方法及装置”, 专利号:ZL202010665106.9,中华人民共和国国家知识产权局,2020年7月10日申请,2022年02月18日授权。
  • “一种基于VSP分布的交通运行数据与排放数据耦合方法与系统”, 专利号:ZL201510085276.9,中华人民共和国国家知识产权局,2015年2月16日申请,2017年9月26日授权。
  • “一种基于行驶轨迹的生态驾驶优化方法和系统”, 专利号:ZL201510085158.8,中华人民共和国国家知识产权局,2015年2月16日申请,2017年5月3日授权。
  • “对车载尾气检测系统的采集数据进行验证的方法和装置”, 专利号:ZL201510194789.3,中华人民共和国国家知识产权局,2015年4月22日申请,2017年02月01日授权。
  • “一种基于拥堵蔓延消散模型的行程时间及路径预测方法”, 专利号:ZL201911359987.5,中华人民共和国国家知识产权局,2019年12月25日申请,2021年5月25日授权。
  • “考虑拥堵叠加效应的公路拥堵态势预测方法”, 专利号:ZL201911359975.2,中华人民共和国国家知识产权局,2019年12月25日申请,2021年5月28日授权。
  • “用于高分辨率机动车动态排放清单的小时交通量测算方法”, 专利号:ZL202010086560.9,中华人民共和国国家知识产权局,2020年2月11日申请,2021年5月28日授权。


软件著作权
  • 多方式路网交通流协同控制可视化决策支持系统,登记号:2016SR287851
  • 北京市交通排放分布规律查询系统,登记号:2018SR017587
  • 基于比功率分布的机动车排放因子计算软件,登记号:2016SR279784
  • 基于交通排放数据共享的排放因子动态计算系统,登记号:2016SR279777 
获奖与荣誉
  • 2020年 交通运输行业中青年科技创新领军人才

  • 2013年 北京高校“青年英才计划”

  • 2012年“城市道路交通拥堵指数理论方法及应用”中国智能交通协会科学技术奖励,一等奖

社会兼职


学术兼职

  • 主席:世界交通运输大会(WTC)交通工程学部-交通能源环境学科,2024-
  • 常务委员:中国公路学会交通能源融合委员会,2024-
  • 副主任委员:中国汽车工程学会,汽车环保分会(SAE-C/EPTC),2024-
  • 委员:美国交通研究委员会(TRB),交通与空气质量委员会(ADC20)委员;2010-2020
  • 成员:交通运输部绿色交通示范项目专家成员。
  • 成员:北京市交通委顾问专家委员会。
  • Associate editor, Journal of Asian Transport Studies (ATS).
  • Area Editor: Transportation Energy, Environment and Sustainability, 2015 COTA International Conference of Transportation Professionals (CICTP)
  • Area Editor: Transportation Energy, Environment and Sustainability, 2014 COTA International Conference of Transportation Professionals (CICTP)
  • Associate Area Editor: Transportation Energy, Environment and Sustainability, 2010, 2011 COTA International Conference of Transportation Professionals (CICTP).
  • Member: 海外华人交通协会(Chinese Overseas Transportation Association)会员
  • Associate Chair: 国际学术会议2014 International Workshop on Sustainable Development of Transportation at the Background of Air Pollution Control 组委会副主席
  • Associate Chair: 国际学术会议2012 International Workshop on Mobile Source PM2.5 Emission Controls组委会副主席
  • Associate Chair: 国际学术会议2011 International Workshop on Mobile Source Emission Inventory and Transportation Conformity组委会副主席
  • Associate Chair: 国际学术会议2010 International Workshop on Mobile Source Emission Testing and Modeling组委会副主席 
  • Associate Chair: 国际学术会议2009 International Workshop on Emission Model组委会副主席