杜明洋    副教授
办公电话: 职务:
E-Mail:dumingyangseu@foxmail.com 研究方向:交通大数据分析与运用、共享交通运营管理建模与优化、出行行为建模
 
个人简历
主要成果
教授课程
个人简况

   杜明洋,校聘副教授,硕士生导师,世界交通运输大会(WTC)绿色出行与服务技术委员会委员。毕业于东南大学交通运输工程专业,获工学博士学位。主持国家自然科学基金青年基金、教育部人文社会科学研究青年基金、江苏省高等学校自然科学研究面上项目、南京林业大学高层次人才科研启动基金等科研项目项。在交通领域的国际期刊/会议上发表学术论文29篇,其中,以第一作者或通讯作者在Transportation Research Part ATransportation Research Part ESustainable Cities and SocietyTravel Behaviour and SocietyTransportation LettersResearch in Transportation Business & Management等国际期刊上发表SCI论文14篇,Google学术总被引400余次。授权/受理发明专利10余项。研究方向包括交通大数据分析与运用、共享交通运营管理建模与优化、出行行为建模等。目前为Transportation Research Part C,Cities,Transport Reviews,Transportation, Sustainable Cities and Society,Journal of Cleaner Production, Travel Behaviour and Society,Transportation Letters,International Journal of Sustainable Transportation, KSCE Journal of Civil Engineering,Transportation Research Record10余个国际SCI期刊审稿人。

   欢迎具有交通运输、交通工程、物流管理、物流工程、数学、计算机等相关专业背景的同学报考!

主要成果

期刊论文

[18]     Du Mingyang, Cheng Lin, Li Xuefeng, Liu Qiyang, Yang Jingzong. Spatial variation of ridesplitting adoption rate in Chicago. Transportation Research Part A: Policy and Practice, 2022, 164, 13-37.

[17]     Du Mingyang, Cheng Lin, Li Xuefeng, Tang Fang. Static rebalancing optimization with considering the collection of malfunctioning bikes in free-floating bike sharing system. Transportation Research Part E: Logistics and Transportation Review, 2020, 141, 102012.

[16]   Li Xuefeng, Du Mingyang*, Shen Yuxi, Yang Jingzong. The intention of continual use of dockless bike sharing connecting with metro: A perspective based on loyal users. Research in Transportation Business & Management, 2024, 54, 101126.(通讯)

[15]   Li Xuefeng, Xu Jiacong, Du Mingyang*, Liu Dong, Kwan Mei-Po. Understanding the spatiotemporal variation of ride-hailing orders under different travel distances. Travel Behaviour and Society, 2023, 32: 100581.(通讯)

[14]     Li Xuefeng, Du Mingyang*, Kwan Mei-Po. Order dispatch optimization with considering flexible one-to-three matching strategy under hybrid ride-hailing service modes. Transportation Letters, 2022.(通讯)

[13]     Li Xuefeng, Du Mingyang*, Zhang Yong, Yang Jingzong. Identifying the factors influencing the choice of different ride-hailing services in Shenzhen, China. Travel Behaviour and Society, 2022, 29, 53-64. (通讯)

[12]     Du Mingyang, Cheng Lin, Li Xuefeng, Yang Jingzong. Acceptance of electric ride-hailing under the new policy in Shenzhen, China: Influence factors from the driver’s perspective. Sustainable Cities and Society, 2020, 61, 102307.

[11]     Du Mingyang, Cheng Lin, Li Xuefeng, Xiong Jiaying. Analyzing the acceptance of electric ridesharing by drivers with and without local registered permanent residence. Journal of Cleaner Production, 2020, 265, 121868.

[10]     Du Mingyang, Cheng Lin, Li Xuefeng, Yang Jingzong. Factors affecting the travel mode choice of the urban elderly in healthcare activity: Comparison between core area and suburban area. Sustainable Cities and Society, 2020, 52, 101868.

[9]     Li Xuefeng, Du Mingyang*, Yang Jingzong. Factors influencing the access duration of free-floating bike sharing as a feeder mode to the metro in Shenzhen. Journal of Cleaner Production, 2020, 123273. (通讯)

[8]  Li Xuefeng, Du Mingyang*, Kwan Mei-Po. Influential factors of ride-hailing usage frequency before and after the COVID-19 epidemic. Transportation Research Board 103th Annual Meeting, Washington D.C. USA, 2024.

[7]     Du Mingyang, Cheng Lin, Li Xuefeng, Yang Jingzong. Investigating the spatial variation of ridesplitting adoption rate and its association with built environment and socio-economic factors in Chicago. Transportation Research Board 101th Annual Meeting, Washington D.C. USA, 2022.

[6]  Du Mingyang, Cheng Lin, Li Xuefeng, Ma Jie. Factors affecting shared travel behavior in Nanjing, China- comparison between app-based third-party taxi service and free-floating bike sharing. Transportation Research Board 98th Annual Meeting, Washington D.C. USA, 2019.

[5]  杜明洋, 程琳, 李雪峰. 基于自适应粒子群小波网络的公共自行车出行需求预测[J]. 公路交通科技, 2019, 36(6): 94-102.

[4]  Du Mingyang, Cheng Lin, Huang Liqiang, Tu Qiang. Network optimization of conventional public transit based on urban rail transit. Proceedings of the 18th COTA International Conference of Transportation Professionals, 2018:766–774.

[3]  Ma Jie, Li Dawei, Tu Qiang, Du Mingyang, Jiang Jiehui. Finding optimal reconstruction plans for separating trucks and passenger vehicles systems at urban intersections considering environmental impacts. Sustainable Cities and Society, 2021, 70, 102888.

[2]  Li Xuefeng, Zhang Yong, Du Mingyang, Yang Jingzong. The forecasting of passenger demand under hybrid ridesharing service modes: A combined model based on WT-FCBF-LSTM. Sustainable Cities and Society, 2020, 62, 102419.

[1]  Li Xuefeng, Zhang Yong, Du Mingyang, Yang Jingzong. Social factors influencing the choice of bicycle: difference analysis among private bike, public bike sharing and free-floating bike sharing in Kunming, China. KSCE Journal of Civil Engineering, 2019, 23(5): 2339.


专利

[14]      程琳, 熊佳莹, 杜明洋, 李雪峰. 一种基于实际路网环境的网约拼车站点选址方法, CN110458309A. (发明专利,已授权)

[13]     程琳, 杨思颖, 杜明洋, 石书铭. 基于三维时空网络的新能源货运充电站选址-路径优化方法, CN112613659A. (发明专利,已授权)

[12]     程琳, 陆斌, 杜明洋, 李雪峰. 一种预防交叉口附近闯红灯行为的信号灯控制装置, CN111127918A. (发明专利,已授权)

[11]  程琳张晨皓杜明洋李昭璇翟榕真李岩郑文章国梁雷凌云牟进超一种基于效用模型的地铁站台排队乘客的分流方法, CN113971853A.(发明专利,已授权

[10]     程琳张晨皓杜明洋任姿蓉基于设施利用率的地铁车厢内乘客密度的确定方法, CN112819382A.(发明专利,授权

[9] 程琳, 张晨皓, 李昭璇, 杜明洋, 李雪峰, 丁圣轩, 王世伟, 赵汗青, 刘渊, 雍锐. 一种基于离散随机性动态规划的空载出租车路径规划方法, CN114723100A. (发明专利,授权

[8]     杜明洋, 李雪峰, 汤文蕴. 一种整合共享单车再平衡和损坏单车收集的方法, CN116151525A.(发明专利,已公开)

[7]     李雪峰, 杜明洋, 张永辉. 一种混合服务模式下的网约车订单派送方法, CN116151397A.(发明专利,已公开)

[6]     程琳, 杜明洋, 李雪峰, 栾鑫. 一种基于信息融合的共享单车故障识别与应用系统, CN108563717A. (发明专利,已公开)

[5]     程琳, 李岩, 杜明洋. 一种基于计算图的交通出行方式选择预测方法, CN113326919A.(发明专利,已公开)

[4]     程琳, 宁翊森, 杜明洋. 基于贝叶斯模型的共享单车目的地预测方法, CN112633349A.(发明专利,已公开)

[3]  程琳, 冯冬冬, 杜明洋, 宋茂灿. 一种应用手机GPS数据来优化公共自行车站点布局的方法, CN111931968A. (发明专利,已公开)

[2]  程琳, 任姿蓉, 张晨皓, 翟榕真, 杜明洋. 一种为列车无座乘客匹配零碎空座的系统, CN113762554A. (发明专利,已公开)

[1]  于新莲张晨皓杜明洋陈景旭毛海军程琳一种基于马尔可夫决策和排队论的出租车路径规划方法, CN114692955A.(发明专利,已公开)



横向项目

[12]   2018.3-9    苏州吴江区县乡道安全生命防护工程设计

[11]     2017.3-11  苏州吴江区县乡道安全生命防护工程规划

[10]     2017.5-8   昆山市中心城区路网容量研究项目

[9]     2018.6     青阳路东侧、339省道南侧同进君御项目交通影响评价

[8]     2018.4     周市镇萧林东路南侧、青阳北路东侧住宅项目交通影响评价

[7]     2018.1     昆山市鹿城路西侧安置地块商办楼交通影响评价

[6]     2017.12    昆山市花桥艺体馆交通影响评价

[5]     2017.4     巴基斯坦卡拉奇港口连接通道项目(国际项目)

[4]     2017.3     山东濮阳至菏泽高速公路菏泽段项目

[3]  2017.1     新疆第十师182团~184团~第七师137团公路项目

[2]  2017.1     宁夏石嘴山市惠农区城市道路路网建设项目

[1]  2016.11    宁夏宁东磁马路(灵东路-狼南路)改扩建工程项目




教授课程

本科生:交通运输地理信息系统、道路运输前沿应用技术、交通运输专业英语

研究生:交通运输数据分析与建模、智能运输理论与方法



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