个人资料
个人简介社会职务研究领域(1)城市轨道交通规划与运营管理 (2)智能网联车辆行为决策 开授课程城市规划原理(本科生课程) 铁路运输经济学(留学生课程) 科研项目(1)中央高校基金,基础研究培育项目,300102344101,典型场景下智能网联车辆混合交通流通行能力分析研究,2024.7-2026.7,5万元,在研,主持。 (2)国家自然科学基金委员会, 青年科学基金项目, 71801019, 基于准移动闭塞的多类干扰影响下高速铁路列车运行调整理论与方法研究, 2019-01-01 至 2021-12-31, 20万元, 结题, 参与。 (3)西安市轨道交通集团有限公司, 服务, 220234220523, 2021年西安市居民出行调查项目, 2022-09 至2024-09, 746万元, 在研, 参与. (4)西安市自然资源和规划局, 厅局级项目, 211834210473, 关中城市群核心区城市轨道交通线网规划,2020-12 至 2023-12, 326万元, 在研, 参与。 论文期刊论文: [1]. Xuewen Xie, Yonggang Wang, Yanlin Jiang, Yanqiu Cheng*, Hui Peng. Metro short-term section passenger flow inherent patterns extraction and prediction: A novel denoising-based method. Physica A: Statistical Mechanics and its Applications. 2025. (DOI:10.1016/j.physa.2024.130233) [2]. Tian Tian, Yanqiu Cheng*, Yichen Liang, Chen Ma, Kuanmin Chen, Xianbiao Hu. Hub Nodes Identification in Urban Rail Transit Network Evolution using Ridership Weighted Network. Transportation Research Record: Journal of the Transportation Research Board. 2024. (DOI:10.1177/03611981231217500) [3]. Chen Ma , Yanqiu Cheng*, Shuang Zhang, Kuanmin Chen, Jie Wei, Xianbiao Hu. Catchment-Area Delineation Approach Considering Travel Purposes for Station-Level Ridership Prediction Task. Transportation Research Record: Journal of the Transportation Research Board. 2023. (DOI: 10.1177/03611981231189738) [4]. Shuang Zhang, Yanqiu Cheng*, Kuanmin Chen, Chen Ma, Jie Wei, Xianbiao Hu. A General Metro Timetable Rescheduling Approach for the Minimization of the Capacity Loss after Random Line Disruption. Transportmetrica A: Transport Science, 2023. (DOI: 10.1080/23249935.2023.2204965) [5]. Shuang Zhang, Chaoqun Ma, Chen Ma, Quan Chen, Sijia Sun, Yanqiu Cheng. Last Train Rapid Synchronizing Approach for Maximum OD Accessibility with Passengers’ Effective Travel Route. Journal of Transportation Engineering Part A-Systems.2023. (DOI:10.1061/JTEPBS.0000777) [6]. Yanqiu Cheng, Xianbiao Hu*, Kuanmin Chen, Xinlian Yu. Online Longitudinal Trajectory Planning for Connected and Autonomous Vehicles in Mixed Traffic Flow with Deep Reinforcement Learning Approach.Journal of Intelligent Transportation Systems. 2022. (DOI: 10.1080/15472450.2022.2046472) [7]. Yanqiu Cheng, Qing Tang, Xianbiao Hu*, Hongsheng Qi, Hong Yang. Monte Carlo Tree Search-Based Mixed Traffic Flow Control Algorithm for Arterial Intersection.Transportation Research Record: Journal of the Transportation Research Board. 2020. (DOI:10.1177/0361198120919746) [8]. Yanqiu Cheng, Xianbiao Hu*, Kuanmin Chen. Enhancing Mixed Traffic Flow Safety via Connected and Autonomous Vehicle Trajectory Planning with a Reinforcement Learning Approach. Journal of Advanced Transportation. 2021. (DOI:10.1155/2021/6117890) [9]. Jie Wei, Yanqiu Cheng*, Kuanmin Chen, Meng Wang, Chen Ma and Xianbiao Hu. Nonlinear Model-based Subway Station-Level Peak Hour Ridership Estimation Approach in the Context of Peak Deviation. Transportation Research Record: Journal of the Transportation Research Board. 2022. (DOI: 10.1177/03611981221075624) [10]. Qing Tang, Yanqiu Cheng, Xianbiao Hu*, Ruwen Qin. Evaluation Methodology of Leader-Follower Autonomous Vehicle System for Work Zone Maintenance. Transportation Research Record: Journal of the Transportation Research Board. 2020. (DOI:10.1177/0361198120985233) [11]. Jie Wei*, Yanqiu Cheng, Lijie Yu, Shuang Zhang, and Kuanmin Chen. Improved approach for forecasting the extra-peak hourly subway ridership at the station level based on LASSO. Journal of Transportation Engineering Part A-Systems.2021. (DOI:10.1061/JTEPBS.0000579) 会议论文: [1]. Chen Ma, Baixi Shi, Yanqiu Cheng*, Lexing Zhang, Kuanmin Chen. From Lockdown to Recovery: Modeling the Long-term Effects of COVID-19 on Xi'an's Metro Ridership.104th Annual Meeting of Transportation Research Board, 2025, At Washington DC. [2]. Shuang Zhang, Yaoxin Wu, Laurens Bliek, Yanqiu Cheng*, Yingqian Zhang. An effective Prediction- based Timetable Rescheduling Framework for Mitigating Metro Line Capacity Loss Post-Disruption.104th Annual Meeting of Transportation Research Board, 2025, At Washington DC. [3]. Wenxuan Wang,Bo Yan,Ying Yan,Yanqiu Cheng*. DEVELOPMENT AND PERFORMANCE OF A DECELERATION-BASED SURROGATE SAFETY MEASURE FOR REAR-END COLLISION RISK.103th Annual Meeting of Transportation Research Board, 2024, At Washington DC. [4]. Chen Ma , Yanqiu Cheng*, Shuang Zhang, Kuanmin Chen, Jie Wei, Xianbiao Hu. Catchment areas delineation approach considering travel purposes for station-level ridership prediction task. 102th Annual Meeting of Transportation Research Board, 2023, At Washington DC. [5]. Shuang Zhang, Yanqiu Cheng*, Chen Ma, Kuanmin Chen, and Xianbiao Hu. General Metro Timetable Rescheduling Method for Reducing Capacity Loss in the Context of Random Line Disruption Based on Emergency Operation Rules. 102th Annual Meeting of Transportation Research Board, 2023, At Washington DC. [6]. Jie Wei, Yanqiu Cheng*, Kuanmin Chen, Meng Wang, Chen Ma and Xianbiao Hu. Nonlinear Model-based Subway Station-Level Peak Hour Ridership Prediction Approach in the Context of Peak Deviation. 101th Annual Meeting of Transportation Research Board, 2022, At Washington DC. [7]. Yanqiu Cheng, Xianbiao Hu*. Deep Reinforcement Learning-based Online Longitudinal Trajectory Planning for Connected and Autonomous Vehicles in Mixed Traffic Flow. 25th IEEE International Conference on Intelligent Transportation Systems, 2022, At Macau, China. [8]. Yanqiu Cheng, Xianbiao Hu*, Qing Tang, Hongsheng Qi. A Model-Free Approach for Connected and Autonomous Vehicles Trajectory Scheduling: Monte Carlo Tree Search-Based Mixed Traffic Flow Control Algorithm. 99th Annual Meeting of Transportation Research Board, 2020, At Washington DC. [9]. Qing Tang, Yanqiu Cheng, Xianbiao Hu*, Chenxi Chen. Field Testing and Evaluation of Leader-Follower Autonomous Truck Mounted Attenuator Vehicle System for Work Zone Maintenance. 99th Annual Meeting of Transportation Research Board, 2020, At Washington DC. [10]. Qing Tang, Yanqiu Cheng, Xianbiao Hu*. Quantification of Traffic Impact by Leader-Follower Autonomous Truck Mounted Attenuator Vehicle System for Work Zone Maintenance. 99th Annual Meeting of Transportation Research Board, 2020, At Washington DC. 科技成果荣誉奖励工作经历(1)2023-01 至 今, 在站, 长安大学汽车学院博士后流动站 |