
职称/职务:副研究员
主要研究领域:智慧交通管控,智慧交通感知
电子邮箱:chengzhang@usst.edu.cn
办公室:经管大楼A楼313室
职称/职务:副研究员
主要研究领域:智慧交通管控,智慧交通感知
电子邮箱:chengzhang@usst.edu.cn
办公室:经管大楼A楼313室
教育背景 直接攻博,交通运输工程,同济大学,2016-2021 联合培养博士,交通运输工程,香港理工大学,2019-2021 本科,交通工程,同济大学,2012-2016 工作经历 副研究员,上海理工大学管理学院,2024至今 博士后,上海理工大学管理学院,2021-2024 |
科研项目 1.主持,国家自然科学基金青年项目(No. 52202401),2023/01-2025/12 2.主持,上海市浦江人才计划(No. 22PJC081),2022/10-2025/09 3.主持,中国博士后面上项目(No. 2022M712139),2022/07-2024/11(结题) 4.主持,道路与交通工程教育部重点实验室开放课题(No. K202202),2022/10-2024/08(结题) 期刊论文 累计发表期刊论文24篇,其中以第一作者/通讯作者发表论文15篇 1.Zhang C, Chen B Y*, Lam W H K, Ho H W, Shi X, Yang X, Ma W, Wong S C, Chow A H F. Vehicle Re-identification for Lane-level Travel Time Estimations on Congested Urban Road Networks Using Video Images. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(8): 12877-12893, DOI: 10.1109/TITS.2021.3118206. 2.Zhang C, Chen X, Zhao J*, Jiang Z, Chung E. Estimating Bus Passenger Origin-Destination Flow via Passenger Reidentification Using Video Images. IEEE Transactions on Intelligent Transportation Systems, 2025, DOI: 10.1109/TITS.2025.3538999. 3.Zhang C, Ma W, Zhao J*, Ma C, Su Y, Yang X. Destination-aware Coordinated Ramp Metering for Preventing Off-Ramp Queue Spillover and Mainstream Congestion. IEEE Intelligent Transportation Systems Magazine, 2024, 16(1): 40-61, DOI: 10.1109/MITS.2023.3323029. 4.Zhang C, Ho H W, Lam W H K*, Ma W, Wong S C, Chow A H F. Lane-based Estimation of Travel Time Distributions by Vehicle Type via Vehicle Re-identification Using Low-resolution Video Images. Journal of Intelligent Transportation Systems, 2023, 27(3): 364-383, DOI: 10.1080/15472450.2022.2027767. 5.Zhang C, Qi J, He Y, Shafique M A, Zhao J. Collision-free Merging Control via Trajectory Optimization for Connected and Autonomous Vehicles. Transportation Research Record, 2024, 2678(8): 1077-1087 DOI: 10.1177/03611981231224739. 6.Zhang C, Wang J*, Lai J, Yang X, Su Y, Dong Z. Extracting Origin-Destination with Vehicle Trajectory Data and Applying to Coordinated Ramp Metering. Journal of Advanced Transportation, 2019, Article ID 8469316, 15 pages, DOI: 10.1155/2019/8469316. 7.章程, 杨晓光*, 王一喆, 江泽浩. 基于多源信息的城市快速路交通走廊协同控制:综述与展望. 交通信息与安全, 2020, 38(4): 66-75. 8.章程, 赵靖*, 杨晓光, 穆健滔. 城市快速路入口匝道控制研究综述. 上海理工大学学报, 2023, 45(4): 332-344. DOI: 10.13255/j.cnki.jusst.20230507001. 9.章程*, 张舒沁, 王梦真. 基于出租车GPS数据的扬招点选址确定方法. 交通运输研究, 2015, 1(4): 42-48. DOI:10.16503/j.cnki.2095-9931.2015.04.007. 10.Zhao J, Yao T, Zhang C*, Shafique M A. Signal Control for Overflow Prevention at Intersections Using Partial Connected Vehicle Data. Transportmetrica A: Transport Science, 2024, DOI: 10.1080/23249935.2024.2361648. 11.Zhao J, Yang X, Zhang C*. Vehicle Trajectory Reconstruction for Intersections: An Integrated Wavelet Transform and Savitzky-Golay Filter Approach. Transportmetrica A: Transport Science, 2024, 20(2), DOI: 10.1080/23249935.2022.2163207. 12.Huang S, Zhang C*, Zhao J, Han Y. Traffic Origin–Destination Flow Prediction Considering Individual Travel Frequency: A Classification-Based Approach. Journal of Transportation Engineering, Part A: Systems, 2025, 151(2): 04024106, DOI: 10.1061/JTEPBS.TEENG-8704. 13.Yao T, Zhang C*, Zhao J, Gupta A, Mondal S. Adaptive Signal Control for Overflow Prevention at Isolated Intersections Based on Fuzzy Control. Transportation Research Record, 2023, 2677(5): 1387-1401, DOI: 10.1177/03611981221143380. 14.Wang C, Huang S, Zhang C*. Short-Term Traffic Flow Prediction Considering Weather Factors Based on Optimized Deep Learning Neural Networks: Bo-GRA-CNN-BiLSTM. Sustainability, 2025, 17(6): 2576. DOI: 10.3390/su17062576. 15.Xu J, Pan Z, Zhang C*, Yang X. Leveraging Bluetooth and GPS Sensors for Route-Level Passenger Origin–Destination Flow Estimation. Sensors, 2025, 25(8): 2351. DOI: 10.3390/s25082351. 16.Liu C, Zhang C, Yu C, Chen K, Jiang Z*. Joint Optimization of Longitudinal and Lateral Locations of Autonomous-Vehicle-Dedicated Lanes on Expressways. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(1): 430-442. DOI: 10.1109/TITS.2023.3306792. 17.Ma C Y, Yu C H*, Zhang C, Yang X G. Signal Timing at an Isolated Intersection under Mixed Traffic Environment with Self-organizing Connected and Automated Vehicles. Computer-Aided Civil and Infrastructure Engineering, 2023, 38(14): 1955-1972, DOI: 10.1111/mice.12961. 18.Liu C J, Chen K, Bao Z K, Ng S T, Zhang C, Jiang Z H*. Assessing the Impacts of Connected-and-autonomous Vehicle Management Strategy on the Environmental Sustainability of Urban Expressway System. Sustainable Cities and Society, 2023, 99, Article number 104904, DOI: 10.1016/j.scs.2023.104904. 19.Shi Y Q, Zhang C, Zhang L N*, Yang X G. Optimal Bus Service Frequency Setting and Limited-stop Operation with Varying Vehicle Capacity Limit. Computers and Electrical Engineering, 2024. 20.Wang J W, Feng Y, Zhao J, Zhang C, Chen Y X. Dynamic Lane Assignment and Signal-Timing Collaborative Optimization Considering the Effect of Lane Switching. Transportation Research Record, 2024, DOI: 10.1177/03611981241234910. 21.Zhao J, Ma R M, Sun J, Zhang R J, Zhang C. Modeling and Analysis of Vehicle Path Dispersion at Signalized Intersections Using Explainable Backpropagation Neural Networks. Fundamental Research, 2023, DOI: 10.1016/j.fmre.2023.08.008. 22.Mu J T, Han Y, Zhang C, Yao J, Zhao J*. An Unscented Kalman Filter-Based Method for Reconstructing Vehicle Trajectories at Signalized Intersections. Journal of Advanced Transportation, 2021, Article ID 6181242, 12 pages, DOI: 10.1155/2021/6181242. 23.赵靖, 杨晓光*, 章程. 交通设计技术发展与对策建议. 前瞻科技, 2023, 2(3): 45-57. 24.杨晓光*, 朱际宸, 王一喆, 章程, 时玉琦, 马成元, 康振. 汽车变革发展中的城市交通系统重构与研究综述. 交通运输研究, 2022, 8(3): 2-20. DOI: 10.16503/j.cnki.2095-9931.2022.03.001. 授权专利 章程 等. 一种考虑出行频率的道路交通OD 流量短时预测方法 软件著作权 章程, 陈馨, 赵靖. 基于视频的公交乘客OD信息采集软件V1.0. 2024SR1066083 专著 《城市快速路交通主动协同优化控制》, 科学出版社, 发表时间2024-02(主编) 国家标准 《城市公共交通乘客满意度评价方法 第1部分:总则 GB/T36953.1-2018》, 国家市场监督管理总局、中国国家标准化管理委员会, 发表时间2018-12-28(主要起草人) 科技奖励 2024年上海市交通工程学会科学技术一等奖,数据与知识双驱动的城市快速路主动立体控制关键技术及应用(排名第2) 2024 年中国交通运输协会科技进步二等奖,高饱和快速路协同优化控制关键技术研究与应用(排名第6) |
《交通人工智能技术》 |
学术兼职 2023/12-2026/10,世界交通运输大会交通运输与环境技术委员会青年委员 2022/10至今,IEEE学会会员 2019/04至今,中国公路学会会员 2018/05至今,中国人工智能学会会员 审稿人 IEEE Transactions on Intelligent Transportation Systems Accident Analysis and Prevention Transportation Research Part D Transportmetrica A: Transport Science Physica A: Statistical Mechanics and its Applications IEEE Intelligent Transportation Systems Magazine Transportation Research Record IET Intelligent Transport Systems International Journal of Digital Earth International Journal of Intelligent Transportation Systems Research Transportation Research Interdisciplinary Perspectives MultiMedia Tools and Applications The Journal of Supercomputing International Journal of Crowd Science Journal of Traffic and Transportation Engineering (English Edition) 中国公路学报 |
2022/10,上海市浦江人才 2022/12,上海理工大学管理学院科研贡献奖 |