Projects
I have been involved in a variety of research projects in transportation planning, electric vehicles, shared mobility, urban public transportation, traffic management, and data analysis. Being as PI, the projects include studies on shared bicycles in CBD areas, EV charging infrastructure planning based on charging behavior, and charging demand analysis for EVs.
As a participant, my projects cover a diverse range of topics, such as micro transit demand management using big data and AI, traffic management of urban public transportation in CBD areas, traffic calming applicability, funding and management of new energy vehicle charging infrastructure, third-party evaluation of public services, operation and management of public charging infrastructures, analysis of Beijing residents’ travel surveys, traffic pollution concentration and its spatial-temporal distribution, and planning for public service facilities in the main urban roads of Yanqing County, Beijing.
Current projects
As PI
- 2023 - now Demand Prediction and Allocation Optimization of Shared Bicycle Based on Deep Learning (基于深度学习的共享单车需求预测和配置优化研究), the Fundamental Research Funds for the Central Universities (中央高校基本科研业务费)
Previous projects
As PI
- 2021.04 - 2022.11 Study on the Usage Pattern of Shared Bicycles and Optimization of Parking in CBD Area (CBD区域共享单车使用规律及停车地优化研究), Beijing Chaoyang District Postdoctoral Science Foundation (北京市朝阳区博士后科研活动经费资助项目)
- 2017.01 - 2019.06 Study on EV Charging Infrastructure Planning Based on Charging Behavior (基于充电行为分析的电动汽车充电设施布局规划研究), the Fundamental Research Funds for the Central Universities (中央高校基本科研业务费)
- 2016.01 - 2017.01 Study on Charging Demand Analysis and Infrastructures Location Planning (电动汽车充电需求分析及充电设施布局规划研究), the Fundamental Research Funds for the Central Universities (中央高校基本科研业务费)
As participant
- 2021.01 - 2022.09 Micro Transit Demand Management (microTDM) with Big Data and Artificial Intelligence, Mitacs (Canada)
- 2020 Traffic Management of Urban Public Transportation in CBD area (商务中心区城市公共交通组织措施研究)，Beijing Central Business District Management Committee (北京CBD管委会，横向课题)
- 2020 Applicability of Traffic Calming of Urban Public Transportation in CBD area (商务中心区交通稳静化措施适用性研究，Beijing Central Business District Management Committee (北京CBD管委会，横向课题)
- 2017-2018 Use and Management of Subsiding Funds for the Construction of New Energy Vehicle Charging Facilities (新能源汽车充电设施建设奖励资金使用建议及管理办法研究)，Beijing Municipal Science and Technology Commission (北京市科委纵向课题)
- 2017.01 – 2018.01 Construction Planning for Parking Lot EV Chargers in Ordos, China (鄂尔多斯市停车场充电桩建设规划), the Development and Reform Commission of Ordos (鄂尔多斯市发改委, 横向课题)
- 2016.10 - 2017.01 Third-party Assessment of Transportation Practical Matters for People’s Livelihood in 2016 (2016年更贴近民生实事第三方评估)，Ministry of Transport of China (交通部, 横向课题)
- 2016.11 - 2016.10 Study on Operation and Management Mechanism of Public Charging Infrastructures (公用领域充电服务设施运营管理机制研究), Beijing International Engineering Consulting Corporation (北京国际工程咨询公司, 横向课题)
- 2015.01 - 2015.04 Beijing residents’ travel survey analysis (居民出行入户调查样本数据分析), Beijing Transport Institute (北京市交通发展研究院，横向课题)
- 2013.10 - 2014.10 Study on traffic pollution concentration index and its spatial-temporal distribution (交通污染物浓度指数及其时空分布研究), NEC China Institute (NEC中国研究院, 横向课题)
- 2012.07 - 2012.09 Location Planning of Public Service Facilities on Major Urban Roads in Yanqing County (延庆县主要城市道路公共服务设施点位规划)，横向课题