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刘鹏飞

职称/职务:讲师 硕士生导师

主要研究领域:交通安全、网联自动驾驶汽车

电子邮箱:liupengfei020514@gmail.com

办公室:经管大楼础楼1002室

教育背景与工作经历

2017/8-2020/12   美国北卡罗来纳大学夏洛特分校,交通工程,博士学位

2014/8-2017/7    美国德州南方大学,交通工程,硕士学位

2009/9-2012/7    中国石油大学(华东), 测试计量技术及仪器, 硕士学位

2005/9-2009/7    西安电子科技大学, 电子信息工程,学士学位



教研项目及成果

美国交通部项目

1.     TrajectoryPrediction of CAVs Using Machine Learning Approach      2019/9-2020/9

2.  Trajectory Optimization of CAVs at SignalizedIntersection            2018/9-2019/9

3.     Impactof Connected and Autonomous Vehicles on Freeway Capacity    2017/9-2018/9

得克萨斯州交通部项目

1.  Development of Systemic Large Truck SafetyAnalysis                2016/1-2017/4

2.     Quantificationof the Impact of a Road's Condition on Emissions        2014/8-2016/8


发表论文

1.      Liu, P., & Fan, W. (2019).Exploring Injury Severity in Head-on Crashes Using Latent ClassClustering Analysis and Mixed Logit Model: a Case Study of NorthCarolina, Accident Analysis and Prevention.(SSCI)

2.      Liu,P., & Fan, W. (2021). Extreme Gradient Boosting (XGBoost)Model for Vehicle Trajectory Prediction in Connected and Autonomous Vehicle Environment,Promet – Traffic & Transportation (SCI )

3.      Liu, P., & Fan, W. (2020).Analyzing injury severity of rear-end crashes involving large trucks using amixed logit model: A case study in North Carolina, Journal of TransportationSafety & Security.(SCI)

4.      Liu, P., & Fan, W. (2020).Exploring the impact of connected and autonomous vehicles on freeway capacityusing a revised Intelligent Driver Model. Transportation planning andtechnology, 43(3), 279-292.(SCI)

5.      Liu, P., & Fan, W.(2020). Exploring the Impact of Connected and AutonomousVehicles on Mobility and Environment at Signalized Intersections throughVehicle-to-Infrastructure (V2I) and Infrastructure-to-Vehicle (I2V)Communications. Transportation Planning and Technology.(SCI )

6.      Liu, P., & Fan, W. (2019). Modeling head-on crash severity withdrivers under the influence of alcohol or drugs (DUI) and non-DUI, Traffic InjuryPrevention.(SCI)

7.      Liu, P., & Fan, W. (2019). Analysisof head-on crash injury severity using a partial proportional odds model,Journal of Transportation Safety & Security. (SCI)

8.      Liu, P., & Fan, W. (2018).Modeling Head-On Crash Severity on NCDOT Freeways: A Mixed Logit ModelApproach, Canadian Journal of Civil Engineering.(SCI)

9.      Song,L., Fan, W., and Liu, P., (2021) Exploring the effects ofconnected and automated vehicles at fixed and actuated signalized intersectionswith different market penetration rates. Transportation Planning and Technology. (SCI )

10.  Song,L., Li, Y., Fan, W., and Liu, P.,(2021). Mixed logit approach to analyzing pedestrian injury severity in pedestrian-vehiclecrashes in North Carolina: considering time of day and day of week. Traffic Injury Prevention.(SCI)

11.  Li, J., Liu, J., Liu, P., and Qi, Y.(2020). Analysis of factors contributing to the severity of large truckcrashes. Entropy, 22(11), 1191. (SCI )



主讲课程

会议报告

1.Analyzing injury severity of rear-end crashes involving large trucks using a mixed logit model. Transportation Research Board annual meeting, 2020.

2.Exploring the impact of connected and autonomous vehicles on freeway capacity using microscopic traffic simulation. COTA Young Professional Lighting Talk Session, 2020.

3.Exploring the impact of connected and autonomous vehicles on freeway capacity, Transportation Research Board annual meeting, 2019.

学术活动与社会服务


荣誉

2020 the Cyrus Painter Memorial Scholarship 美国交通工程师协会(ITE)