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    Analysis of Subway Station Distribution Capacity Based on Automatic Fare Collection Data of Nanjing Metro 

    Source: Journal of Transportation Engineering, Part A: Systems:;2020:;Volume ( 146 ):;issue: 002
    Author(s): Jia Lu; Gang Ren; Linghui Xu
    Publisher: ASCE
    Abstract: To realize an early warning system for crowded subway passenger flow, a new calculation method of subway station distribution capacity (SSDC) in real time is proposed. First, a new concept of SSDC is defined according to ...
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    Vehicle Trajectory Reconstruction Incorporating Probe and Fixed Sensor Data 

    Source: Journal of Transportation Engineering, Part A: Systems:;2023:;Volume ( 149 ):;issue: 009:;page 04023088-1
    Author(s): Yue Deng; Qi Cao; Gang Ren; Jingfeng Ma; Sai Zhu
    Publisher: ASCE
    Abstract: Trajectory estimation is essential for obtaining a complete picture of traffic flow with limited and continuously detected traffic data, which are helpful in evaluating transportation performance and developing precise ...
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    Real-Time Optimization of Urban Rail Transit Train Scheduling via Advantage Actor–Critic Deep Reinforcement Learning 

    Source: Journal of Transportation Engineering, Part A: Systems:;2024:;Volume ( 150 ):;issue: 009:;page 04024046-1
    Author(s): Longhui Wen; Wei Zhou; Jiajun Liu; Gang Ren; Ning Zhang
    Publisher: American Society of Civil Engineers
    Abstract: Under the condition of urban rail transit uncertainty of passenger demand and the high frequency of departure intervals, this study presents an innovative real-time urban rail transit (URT) train service scheduling control ...
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    Queue Length Estimation on Urban Signalized Intersection Combining Automatic Vehicle Identification and Vehicle Trajectory Data 

    Source: Journal of Transportation Engineering, Part A: Systems:;2025:;Volume ( 151 ):;issue: 001:;page 04024092-1
    Author(s): Jianhua Song; Bruce Hellinga; Qi Cao; Gang Ren
    Publisher: American Society of Civil Engineers
    Abstract: Queue length is one of the indicators of the state of traffic and is often used to measure the operational state of signalized intersections. Many studies have proposed estimating queue length from vehicle trajectory data ...
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    Vehicle Trajectory Reconstruction from Sparse Data Using a Hybrid Approach 

    Source: Journal of Transportation Engineering, Part A: Systems:;2025:;Volume ( 151 ):;issue: 002:;page 04024108-1
    Author(s): Jingfeng Ma; Claudio Roncoli; Gang Ren; Yuanxiang Yang; Qi Cao; Yue Deng; Jingzhi Li
    Publisher: American Society of Civil Engineers
    Abstract: Vehicle trajectories deliver precious information, supporting traffic state estimation and congested traffic mitigation. However, collecting fully sampled vehicle trajectories is difficult due to unaffordable data-collection ...
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    Clustering Analysis of Ridership Patterns at Subway Stations: A Case in Nanjing, China 

    Source: Journal of Urban Planning and Development:;2019:;Volume (0145):;issue:002
    Author(s): Xing Zhao;Ya-peng Wu;Gang Ren;Kang Ji;Wen-wen Qian
    Publisher: American Society of Civil Engineers
    Abstract: Better understanding of urban mass transit trip mobility patterns will be helpful to increase public transit ridership and improve transit services of large cities. Therefore, a station-oriented clustering analysis on ...
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    Clustering Analysis of Ridership Patterns at Subway Stations: A Case in Nanjing, China 

    Source: Journal of Urban Planning and Development:;2019:;Volume ( 145 ):;issue: 002
    Author(s): Xing Zhao; Ya-peng Wu; Gang Ren; Kang Ji; Wen-wen Qian
    Publisher: American Society of Civil Engineers
    Abstract: Better understanding of urban mass transit trip mobility patterns will be helpful to increase public transit ridership and improve transit services of large cities. Therefore, a station-oriented clustering analysis on ...
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