个人简介
裴明阳,华南理工大学土木与交通学院副教授,博士生导师。主要研究方向人工智能驱动的地空协同交通系统、新能源汽车智能调度、有序充电、车网互动,交能融合等。在国际权威期刊上发表学术论文50余篇,授权第一发明人国家发明专利15项,主编《智慧交通能源管理》和《交通数据分析基础》等。担任IEEE TITS期刊Associate Editor、广东省运筹学会物流分会秘书长及多个国际期刊青年编委。主持纵向课题12项,主持企业科技创新项目10余项,并完成相应的设备试制、技术研发和工程落地,成果已在广州电动公交运营、广州电动出租车服务区及南方电网综合能源站等真实场景中得到验证与应用。
教育经历
2017年9月-2020年7月,华南理工大学,交通信息工程及控制,博士 2018年9月-2020年3月,美国南佛罗里达大学,智能网联实验室,联培博士 2015年9月-2017年7月,华南理工大学,交通规划与管理,硕士 2011年9月-2015年6月,华南理工大学,交通运输,本科
招生信息
招生专业: 博士生:交通信息工程及控制(学术学位)、土木水利(专业学位) 硕士生:交通信息工程及控制(学术学位)、交通运输(专业学位) 非全日制硕士生:MEM工程管理(专业学位)
团队由一群非常优秀、活泼有趣、冲劲十足的本/硕/博同学们组成,大家定期分享交流、活动团建。 欢迎有目标、有想法、有冲劲的同学们,我们师生携手,一起努力!
工作经历
- 2022年9月~至今,华南理工大学
- 2022年3月~2022年9月,清华大学
- 2020-10~2022-09,瑞典查尔姆斯理工大学
- 2020-10~2022-09,瑞典查尔姆斯理工大学
社会、学会及学术兼职
广东省运筹学会物流分会秘书长、广东省智能交通协会低空专委会副秘书长、大数据专委会委员,世界交通大会WTC交通工程学部优秀委员,国际期刊《Communications in Transportation Research》、《International Journal of Transportation Science and technology》,EI期刊《华南理工大学学报(自然科学版)》青年编委,担任30余个SCI期刊审稿人,并获国际期刊Transportation Research Part D优秀审稿人等。
开授课程
本科生教学: 讲授《低空交通系统管理与应用》《交通工程学》《交通数据分析基础》《现代交通新技术》等课程 研究生教学: 讲授《交通运输系统规划》等课程
科研项目
主持纵向课题8项,如国家自然科学基金项目、广东省自然科学基金项目、广东省社会科学规划项目、广州市基础与应用基础研究专题、中央高校基金等,主要涵盖新能源汽车智能调度与有序充电、车网互动与交能融合、低空交通系统规划与管理等。 主持政府、企业科技创新项目5项,如南方电网科技创新项目等,并完成相应的设备试制、技术研发和工程落地。 主持教研教改课题3项,并完成教材编写、案例库设计、AI教学改革等内容。
论文
- Zeng, Jialu;Hu, Yi;Pei, Mingyang,Optimizing bidirectional delivery with multiple drones and trucks: a mixed-integer nonlinear model to addressing no-fly zone constraints☆,Transportation Research Part E: Logistics and Transportation Review,2026
- He, Yixu;Huang, Zikang;Zhan, Jiahao;Zhong, Lingshu;Pei, Mingyang,A transformer-enhanced causal analysis framework for inter-stop energy consumption of electric bus,Transportation Research Part D: Transport and Environment,2026
- Wang, Ke;Yao, Dongmin;Ye, Xin;Pei, Mingyang,Heterogeneity in Women's Nighttime Ride-Hailing Intention: Evidence from an LC-ICLV Model Analysis,Transportation Research Part A: Policy and Practice,2026
- Xie, Yuling;Fu, Xiao;Long, Yi;Pei, Mingyang,Identifying Urban functional regions: A multi-dimensional framework approach integrating metro smart card data and car-hailing data,Environment and Planning B-Urban Analytics and City Science,2025
- Pei, Mingyang;Huang, Zikang;Zhang, Zhou;Wang, Ke;Ye, Xin,Range anxiety and willingness to pay: Psychological insights for electric vehicle,Journal of Renewable and Sustainable Energy,2025
- Peng, Yang;Xu, Rang;Luo, Haifeng;Wu, Chaoxian;Pei, Mingyang;Lu, Kai;Lu, Shaofeng,Energy-efficient train control: Online train operation considering DC traction network,Energy,2025
- Wang, Ke;Yao, Dongmin;Pei, Mingyang,What factors influence Chinese Women's nighttime ride-hailing preferences? An ICLV model analysis,Research in Transportation Economics,2025
- Tang, Tianli;Jia, Mo;Zhang, Yiwen;Hu, Haohan;Pei, Mingyang;Chen, Yuting;Wang, Xiaoxia,Why metro passengers change travel behavior: Individual-level insights from interpretable machine learning,Cities,2025
- 裴明阳;邵康顺;李林青;徐凤娟,无人机应急救援路径规划建模方法综述与展望,华南理工大学学报(自然科学版),2025
- Wu, Shangtao;Cen, Yuhao;Luo, Xiongwei;Pei, Mingyang,Real-Time Dispatching and Operation Management of Battery Swapping Stations With Uncertain Demand via Deep Reinforcement Learning,IEEE Transactions on Intelligent Transportation Systems,2025
- Pei, Mingyang;Lin, Zisen;Fu, Xiao;Pei, Xin,Strategic roles of female scholars in steering transportation research agendas,Communications in Transportation Research,2025
- 裴明阳;龚莲花;郑亚晶;钟令枢,实践与探索:生成式AI技术在交通工程专业人才培养中的应用,交通工程,2025
- Tang, Tianli;Zhang, Jian;Chen, Siyuan;Mo, Pengli;Pei, Mingyang;Tang, Tie-Qiao,Deciphering the pulse of the city: An exploration of the natural features of metro passenger flow using XAI,COMPUTERS & INDUSTRIAL ENGINEERING,2025
- Pei, Mingyang;Huang, Zikang;Huang, Ting;Wang, Ke;Ye, Xin,Deconstructing the barriers and facilitators of e-bike helmet usage: A structural equation modeling approach,Journal of Transport & Health,2025
- Ma, Chuanqi;Pei, Mingyang;Cai, Ming;Zhong, Lingshu;Fu, Xiao,Harnessing the power of electric taxis: A data-driven exploration of V2G potential in taxi service areas,Energy,2025
- Pei, Mingyang;Wei, Zhuoyan;Pei, Xin;Zhang, Yu;Wang, Xiaokun Cara;Liu, Yang;Liu, Ronghui,Advancing transportation research: interdisciplinary insights from emerging technologies and diverse perspectives,Communications in Transportation Research,2025
- Hu Sangen;Huang Zikang;Wang Ke;Lin Haiyuan;Pei Mingyang,Modeling the adoption of urban air mobility based on technology acceptance and risk perception theories: A case study on flying cars,Multimodal Transportation,2025
- Lin, Peiqun;Chen, Zemu;Pei, Mingyang;Ding, Yida;Qu, Xiaobo;Zhong, Lingshu,Multiple Emergency Vehicle Priority in a Connected Vehicle Environment: A Cooperative Method,IEEE Transactions on Intelligent Transportation Systems,2024
- Zhong, Lingshu;Wu, Pan*;Pei, Mingyang,Wind power generation prediction during the COVID-19 epidemic based on novel hybrid deep learning techniques,Renewable Energy,2024
- Lin, Peiqun;Hong, Yuanbo;He, Yitao;Pei, Mingyang,Advancing and lagging effects of weather conditions on intercity traffic volume: A geographically weighted regression analysis in the Guangdong-Hong Kong-Macao Greater Bay Area,International Journal of Transportation Science and Technology,2024
- Wu, Pan;Pei, Mingyang*;Wang, Tao;Liu, Yang;Liu, Zhiyuan;Zhong, Lingshu*,A Low-Rank Bayesian Temporal Matrix Factorization for the Transfer Time Prediction Between Metro and Bus Systems,IEEE Transactions on Intelligent Transportation Systems,2024
- Zhang Zhou;Wei Zhuoyan;Chen Zheng;Pei Mingyang*,A real-time collision risk assessment method at tunnel entrance based on safety field theory,Multimodal Transportation,2024
- Lin, Peiqun;Chen, Zemu;Pei, Mingyang;Ding, Yida;Qu, Xiaobo;Zhong, Lingshu,Multiple Emergency Vehicle Priority in a Connected Vehicle Environment: A Cooperative Method (vol 25, pg 173, 2024),IEEE Transactions on Intelligent Transportation Systems,2024
- Pei, Mingyang;Hu, Yi;Han, Weiji;Qu, Xiaobo;Zou, Changfu,Life-Cycle analysis of economic and environmental effects for electric bus transit systems,Transportation Research Part D: Transport and Environment,2024
- Zhong, Lingshu;En, Ho Sheau;Pei, Mingyang;Xiong, Jingwen;Wang, Tao,Optimized Speed Control for Electric Vehicles on Dynamic Wireless Charging Lanes: An Eco-Driving Approach,Journal of Intelligent and Connected Vehicles,2024
- Xiong, Jingwen;Xu, Lunhui;Wei, Zhuoyan;Wu, Pan;Li, Qianwen;Pei, Mingyang,Identifying, Analyzing, and forecasting commuting patterns in urban public Transportation: A review,Expert Systems with Applications,2024
- Li, Qianwen;Leng, Yunhan;Yao, Handong;Pei, Mingyang,Assessment of transit bus electricity consumption using a random parameters approach,Energy,2024
- Lingshu Zhong;Pan Wu;Mingyang Pei,Wind power generation prediction during the COVID-19 epidemic based on novel hybrid deep learning techniques,Renewable Energy,2024
- Pei, Mingyang;Xu, Mingxing;Zhong, Lingshu;Qu, Xiaobo,Robust design for underground metro systems with modular vehicles,Tunnelling and Underground Space Technology,2023
- Pei Mingyang;Xu Mingxing;Zhong Lingshu;Qu Xiaobo,Robust design for underground metro systems with modular vehicles,Tunnelling and Underground Space Technology incorporating Trenchless Technology Research,2023
- Liu Jianrong;Chen Xinyu;Pei Mingyang,Analyzing the cycling behaviors of Chinese adolescents through structural equation models,Journal of Transport & Health,2023
- Liu, Jianrong;Chen, Xinyu;Pei, Mingyang,Analyzing the cycling behaviors of Chinese adolescents through structural equation models,Journal of Transport & Health,2023
- 裴明阳;朱宏昱,电动汽车动态无线充电路段优化建模方法,华南理工大学学报(自然科学版),2023
- Wu, Pan;Zhong, Lingshu;Xiong, Jingwen;Zeng, Yuhao;Pei, Mingyang,Two-level vehicle path planning model for multi-warehouse robots with conflict solution strategies and improved ACO,Journal of Intelligent and Connected Vehicles,2023
- Huang, Xin;Lin, Peiqun;Pei, Mingyang;Ran, Bin;Tan, Manchun,Reservation-Based Cooperative Ecodriving Model for Mixed Autonomous and Manual Vehicles at Intersections,IEEE Transactions on Intelligent Transportation Systems,2023
- Lin, Peiqun;He, Chenxing;Zhong, Lingshu;Pei, Mingyang;Zhou, Chuhao;Liu, Yang,Bus timetable optimization model in response to the diverse and uncertain requirements of passengers for travel comfort,Electronic Research Archive,2023
- Xu Lunhui;Yu Jiaxin;Pei Mingyang;Wu Pan;Li Peng,Repositioning Strategy for Ride-Hailing Vehicles Based on Geometric Road Network Structure and Reinforcement Learning; [基 于 几 何 路 网 结 构 和 强 化 学 习 的 车 辆 重 定 位 策 略],Journal of South China University of Technology(Natural Science Edition),2023
- Huang Xin;Lin Pei-Qun;Pei Ming-Yang;Tan Man-Chun;Ran Bin,交叉口混合交通流微观控制模型,Kongzhi Lilun Yu Yingyong/Control Theory and Applications,2023
- Pei, Mingyang;Zhu, Hongyu;Ling, Jiazheng;Hu, Yi;Yao, Handong;Zhong, Lingshu,Empowering highway network: Optimal deployment and strategy for dynamic wireless charging lanes,Communications in Transportation Research,2023
- Pei Mingyang;Zhu Hongyu;Ling Jiazheng;Hu Yi;Yao Handong;Zhong Lingshu,Empowering highway network: Optimal deployment and strategy for dynamic wireless charging lanes,Communications in Transportation Research,2023
- 许伦辉;余佳芯;裴明阳;吴攀;李鹏,基于几何路网结构和强化学习的车辆重定位策略,华南理工大学学报(自然科学版),2023
- Du Jun;Pei Mingyang;Jia Bin;Wu Pan,Optimal Deployment of Dynamic Wireless Charging Lanes for Electric Vehicles considering the Battery Charging Rate,Journal of Advanced Transportation,2022
- Du, Jun;Pei, Mingyang;Jia, Bin;Wu, Pan,Optimal Deployment of Dynamic Wireless Charging Lanes for Electric Vehicles considering the Battery Charging Rate,Journal of Advanced Transportation,2022
- Liu Jianrong;Liu Lihua;Pei Mingyang,Analysis of older people's walking behavioral intention with the extended theory of planned behavior,Journal of Transport & Health,2022
- Wu Pan;Xu Lunhui;Zhong Lingshu;Gao Kun;Qu Xiaobo;Pei Mingyang,Revealing the determinants of the intermodal transfer ratio between metro and bus systems considering spatial variations,Journal of Transport Geography,2022
- Liu, Jianrong;Liu, Lihua;Pei, Mingyang,Analysis of older people's walking behavioral intention with the extended theory of planned behavior,Journal of Transport & Health,2022
- Wu, Pan;Xu, Lunhui;Zhong, Lingshu;Gao, Kun;Qu, Xiaobo;Pei, Mingyang,Revealing the determinants of the intermodal transfer ratio between metro and bus systems considering spatial variations,Journal of Transport Geography,2022
- Pei, Mingyang;Hu, Yi;Zhong, Lingshu,Applying an extended prototype willingness model to predict back seat safety belt use in China,Electronic Research Archive,2022
- Liu, Jianrong;Cao, Qiongwen;Pei, Mingyang,Impact of COVID-19 on adolescent travel behavior,Journal of Transport & Health,2022
- 黄鑫;林培群;裴明阳;谭满春;冉斌,交叉口混合交通流微观控制模型,控制理论与应用,2022
- Lin, Peiqun;Liu, Xuanyi;Pei, Mingyang;Wu, Pan,Revealing the spatial variation in vehicle travel time with weather and driver travel frequency impacts: Findings from the Guangdong-Hong Kong-Macao Greater Bay Area, China,Electronic Research Archive,2022
- Liu Jianrong;Cao Qiongwen;Pei Mingyang,Impact of COVID-19 on adolescent travel behavior,Journal of Transport & Health,2022
- Lin Peiqun;He Yitao;Pei Mingyang;Yang Runan,Data-driven spatial-temporal analysis of highway traffic volume considering weather and festival impacts,Travel Behaviour and Society,2022
出版专著和教材
- 智慧交通能源管理,机械工程出版社,2025年
- 交通数据分析基础,电子工业出版社,2024年
- 路货物运输组织与调度,人民交通出版社,2024年
专利
- 裴明阳;林培群;彭瑾晗,模块化智能公交车辆运行数据采集方法、装置及介质,2023100852053,2026-06-16
- 裴明阳;林培群;洪源伯;钟令枢,一种模块化公交营运调度优化方法、装置及存储介质,2022114465437,2026-05-12
- 裴明阳;穆灿博;钟令枢,电动长途车队V2V在途充电编组方案优化方法、装置及介质,2024105419636,2025-11-18
- 裴明阳;李一达;林绳纯;李恒佑;陈家荣,一种用于抓取充电枪的机械装置及其抓取方法,2024107157765,2025-09-30
- 裴明阳;林培群;彭瑾晗;洪源伯,一种模块化公交运行动态编组方法、系统、装置及介质,2023102346249,2025-03-04
- 裴明阳;林培群;黄鑫,电动公交充电系统成本分析方法、系统、装置及介质,2021112118339,2025-01-28
- 裴明阳;林培群;贺晨醒,基于支付意愿的公交调度方法、系统、装置及存储介质,2021101924613,2024-09-20
- 林培群;何艺涛;裴明阳,考虑电池二次利用的电池更换方法、系统、装置及介质,2021109751646,2024-08-23
- 林培群;何艺涛;裴明阳,一种电动共享滑板车优化配置方法、系统、装置及介质,2021110038556,2024-07-26
- 裴明阳;林培群;黄鑫,电动汽车负载均衡动态无线充电方法、系统、装置及介质,2022100478022,2023-08-22
- 裴明阳;林培群;区俊峰;梁韫琦,一种不间断往复式灵活线路长度的无人驾驶公交优化方法,2018115073179,2022-10-25
- 裴明阳;林培群;梁韫琦,一种实时响应的互联网半灵活公交调度方法,2018110444539,2022-03-29
- 裴明阳;林培群;黄鑫,动态无线充电路段优化配置方法、系统、装置及存储介质,2020108979307,2021-11-23
- 裴明阳;林培群;陈泽沐,智能网联状态下应急救援车辆协同控制方法、系统及介质,2020111390603,2021-11-23
- 裴明阳;林培群;夏雨,一种考虑站点热度互联网定制公交动态定价方法,2018106478301,2021-10-26
- 裴明阳;林培群;钟令枢,一种基于分层预约的互联网公交实时数据采集方法,2018103148598,2021-03-30
- 裴明阳;林培群;梁韫琦,一种灵活公交站点动态分级方法,2018107559433,2020-07-28
- 裴明阳;靳文舟;龚隽,一种基于支付意愿的半灵活公交调度方法,2017107474657,2019-10-18
- 裴明阳;叶钦海;靳文舟;张伟罡;焦志强,一种基于均衡配流模型的BRT乘客出行效益优化方法,2016106138086
软著
- 公交发车调度软件V1.0,软著登字第9495391号,2022SR0541192,2022-04-28 00:00:00
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