
【简介】
1.讲师
2.博士研究生,工学博士
3.硕士生导师(交通运输工程专硕)
【研究方向】
交通状态估计及拥堵传播研究;交通大数据统计建模方法;交通环境污染智能监测;交能融合;机动车能耗和排放模型
【联系方式】
办公室:内蒙古大学交通学院b304
【教育经历】
2011.09-2015.06,内蒙古工业大学,本科
2015.09-2018.06,长安大学,硕士
2022.04-2023.04,加拿大滑铁卢大学,博士联合培养
2018.09-2024.12,东南大学,博士
【工作经历】
2024.12-至今,内蒙古大学交通学院,讲师
【讲授课程】
交通运输导论、交通工程学、供应链管理
【科研学术成果】
1.科研项目
[1] 内蒙古大学高层次人才科研启动项目,城市交通拥堵产生排放的成因机理、
理论建模与动态分布研究,2025-2028,主持
[2]江苏省研究生科研创新计划项目,数据驱动的城市快速路交通状态估计与预测方法,2021.01-2023.08,主持
[3]国家重点研发计划战略性国际科技创新合作重点专项,专题二:大数据驱动的路网多尺度信息动态获取与精准感知技术,2018.12-2021.10,参与
[4]国家重点研发计划“综合交通运输与智能交通”专项,专题五:城市多模式交通网络运行仿真平台集成研发与实证,2020.09-2023.12,参与
[5]国家自然科学基金面上项目,韧性视角下多模式公共交通网络应急接驳设计方法,2021.01-2024.12,参与
[6]中电科大数据研究院有限公司开放基金项目,大数据驱动的城市交通系统管控仿真与决策评估技术,2018.11-2021.11,参与
2.论文
[1] jianhua song, zhe zhang, gang ren*, jiefei zhang, jingfeng ma. (2026). high-resolution traffic flow estimation for urban road network: incorporating traffic flow model into deep learning[j]. expert systems with applications, 302, 130581. (sci, q1, top)
[2] jianhua song, zhaowen qiu*, gang ren, xiaoxia li. (2020). prediction of pedestrian exposure to traffic particulate matters (pms) at urban signalized intersection[j]. sustainable cities and society, 60:102153. (sci, q1, top)
[3] jianhua song, bruce hellinga, gang ren*, jian yuan, qi cao, jingfeng ma, yue deng. (2025). traffic state estimation and prediction based on bayesian approach in urban road networks using avi and floating vehicle data[j]. transportmetrica a: transport science, 1-37. (sci, q2)
[4] jianhua song, bruce hellinga, qi cao, gang ren*. (2025). queue length estimation on urban signalized intersection fusing automatic vehicle identification and vehicle trajectory data[j]. journal of transportation engineering, part a: system, 151(1), 04024092. (sci, q3)
[5] jianhua song, gang ren*, jiefei zhang, zhaowen qiu. (2023). evaluating zone of influence for traffic-related emissions generated near bus stops: a case study in nanjing, china[j]. international journal of urban sciences, 27(2), 280-300. (sci, q1)
[6] jianhua song, gang ren*, zhaowen qiu, huitao lv. (2021). investigating the impacts of traffic signal timing on the urban traffic-related particulate matters (pms): a case study in xi'an, china[j]. atmospheric pollution research, 12(1): 1-9. (sci, q2)
[7] yuan zhu, shaojia yuan, jianhua song*, wenhao lan, yanan hu. (2026). integrating activity-based travel behavior into user equilibrium-constrained expansion planning of ev charging network: a bi-level programming approach[j]. travel behaviour and society, 44, 101266. (sci, q1, top)
[8] zhaowen qiu*, jianhua song, caihong hao, xiaoxia li, h.oliver gao. (2018). investigating traffic-related pm exposure on and under pedestrian bridges: a case study in xi'an, china[j]. atmospheric pollution research, 9(5): 877-886. (sci, q2)
[9] zhaowen qiu*, jianhua song, xiaoqin xu. commuter exposure to particulate matter for different transportation modes in xi'an, china [j]. atmospheric pollution research. 2017, 8(5): 940–948. (sci)
[10] jingfeng ma, gang ren*, yuanxiang yang, jianhua song, changjian wu, jianwei du. (2025). a combined car-following and overtaking approach to reconstructing vehicle trajectories: a case study in shenzhen[j]. transportation research record, 2679(12), 141-162. (sci, q3)
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