Key Publications

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This list is not updated frequently. Please visit my Google Scholar for recent publications.

 

2024:​

• Xiong Yang, Jiaxing Liu, Chengxiang Zhuge*, Andrew Tin Chak Wong, Pinxi Wang. Exploring the Potential of Sharing Private Charging Posts: A Data-Driven Micro-Simulation Approach. Sustainable Cities and Society. 2024, 100: 105053.

• Peng, Zhenhan, Matthew Wan Hong Wang, Xiong Yang, Anthony Chen, Chengxiang Zhuge*. An analytical framework for assessing equitable access to public electric vehicle chargers. Transportation Research Part D: Transport and Environment, 2024, 126: 103990.

• Ruoqing Peng, Justin Hayse Chiwing G. Tang, Xiong Yang, Meng Meng, Jie Zhang, Chengxiang Zhuge*. Investigating the factors influencing the electric vehicle market share: A comparative study of the European Union and United States. Applied Energy, 2024, 355: 122327.

• Justin Hayse Chiwing G. Tang, Yuantan Huang, Ye Zhu, Xiong Yang, Chengxiang Zhuge*. The Association between Travel Demand of Docked Bike-sharing and the Built Environment: Evidence from Seven US Cities. Sustainable Cities and Society, 2024, 106: 105325.

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2023:

• Zhiyao Mai, Mingjia He, Chengxiang Zhuge*, Justin Hayse Chiwing G. Tang, Yuantan Huang, Xiong Yang, Shiqi Wang. Exploring the association between travel demand changes and the built environment during the COVID-19 pandemic. Smart Construction and Sustainable Cities, 2023, 1(1): 12.

• Xiong Yang, Chengxiang Zhuge*, Chunfu Shao, Runhang Guo, Andrew Tin Chak Wong, Xiaoyu Zhang, Mingdong Sun, Pinxi Wang, Shiqi Wang. Dominant Charging Location Choice of Commuters and Non-commuters: A Big Data Approach. Transportation. 2023, 1-18.

• Mingjia He, Shiqi Wang, Chengxiang Zhuge*. A Data-Driven Large-Scale Micro-simulation Approach to Deploying and Operating Wireless Charging Lanes. Transportation Research Part D: Transport and Environment. 2023, 121:103835.

• Xiong Yang, Zhenhan Peng, Pinxi Wang, Chengxiang Zhuge*. Seasonal variance in electric vehicle charging demand and its impacts on infrastructure deployment: A big data approach. Energy. 2023, 280, 128230.

• Shengyou Wang, Anthony Chen, Pinxi Wang, Chengxiang Zhuge*. Predicting Electric Vehicle Charging Demand using a Heterogeneous Spatio-temporal Graph Convolutional Network. Transportation Research Part C: Emerging Technologies. Accepted.

• Shiqi Wang, Zhenhan Peng, Pinxi Wang, Anthony Chen, Chengxiang Zhuge*. A Data-driven Multi-objective Optimization Framework for Determining the Suitability of Hydrogen Fuel Cell Vehicles in Freight Transport. Applied Energy. Accepted.

• Shengyou Wang, Anthony Chen, Pinxi Wang, Chengxiang Zhuge*. Short-term electric vehicle battery swapping demand prediction: Deep learning methods. Transportation Research Part D: Transport and Environment. 2023, 119, 103746.

• Shengyou Wang, Chengxiang Zhuge*, Chunfu Shao, Pinxi Wang, Xiong Yang, Shiqi Wang. Short-term electric vehicle charging demand prediction: A deep learning approach. Applied Energy. 2023, 340, 121032.

• Shiqi Wang, Yuze Li, Anthony Chen, Chengxiang Zhuge*. Electrification of a citywide bus network: A data-driven micro-simulation approach. Transportation Research Part D: Transport and Environment. 2023, 116, 103644.

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2022:

• Xiong Yang, Chengxiang Zhuge*,Chunfu Shao, Yuantan Huang, Justin Hayse Chiwing G.Tang, Mingdong Sun, Pinxi Wang, Shiqi Wang. Characterizing Mobility Patterns of Private Electric Vehicle Users with Trajectory Data. Applied Energy, 2022, 321: 119417.

• Shiqi Wang, Chunfu Shao, Chengxiang Zhuge*, Mingdong Sun, Pinxi Wang, Xiong Yang. Deploying Battery Swap Stations for Electric Freight Vehicles based on Trajectory Data Analysis. IEEE Transactions on Transportation Electrification, 2022, 8(3): 3782-3800.

• Junbei Liu, Chengxiang Zhuge*, Justin Hayse Chiwing G.Tang, Meng Meng, Jie Zhang. A Spatial Agent-based Joint Model of Electric Vehicle and Vehicle-to-Grid Adoption: A Case of Beijing. Applied Energy, 2022, 310: 118581.

• Pinxi Wang, Chengyi Guan, Chengxiang Zhuge*, Mingdong Sun. Characteristics and Attitudes of Actual Electric Vehicle Adopters from Different Classes of Cities. Research in Transportation Business & Management, 2022, 43: 100728.

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2021:

• Mingdong Sun, Chunfu Shao, Chengxiang Zhuge*, Pinxi Wang, Xiong Yang, Shiqi Wang. Exploring the Potential of Rental Electric Vehicles for Vehicle-to-Grid: A Data-Driven Approach. Resources, Conservation and Recycling, 2021, 175: 105841.

• Chengxiang Zhuge, Chunjiao Dong, Binru Wei, Chunfu Shao. Exploring the Role of Technology Innovations in the Diffusion of Electric Vehicle with an Agent-based Spatial Integrated Model. Resources, Conservation & Recycling. 2021, 174: 105806.

• Mingdong Sun, Chunfu Shao, Chengxiang Zhuge*, Pinxi Wang, Xiong Yang, Shiqi Wang. Uncovering Travel and Charging Patterns of Private Electric Vehicles with Trajectory Data: Evidence and Policy Implications. Transportation. 2021: 1-31.

• Xiong Yang, Chunfu Shao, Chengxiang Zhuge*, Mingdong Sun, Pinxi Wang, Shiqi Wang. Deploying Battery Swap Stations for Shared Electric Vehicles Using Trajectory Data. Transportation Research Part D: Transport and Environment. 2021, 97(2):102943.

• Chengxiang Zhuge, Chunyan Wang. Integrated Modelling of Autonomous Electric Vehicle Diffusion: From Review to Conceptual Design. Transportation Research Part D: Transport and Environment. 2021, 91: 102679.

• Chengxiang Zhuge, Mike Bithell, Chunfu Shao, Xia Li, Jian Gao. An Improvement in MATSim Computing Time for Large-Scale Travel Behaviour Microsimulation. Transportation. 2021, 48:193–214.

 

2020:

• Chengxiang Zhuge, Binru Wei, Chunfu Shao, Yuli Shan, Chunjiao Dong. The Role of the License Plate Lottery Policy in the Adoption of Electric Vehicles: A Case Study of Beijing. Energy Policy. 2020, 139: 111328.

• Chengxiang Zhuge, Min Yu, Chunyan Wang, Yilan Cui, Yi Liu. An Agent-based Spatiotemporal Integrated Approach to Simulating In-Home Water and Related Energy Use Behaviour: A Test Case of Beijing, China. Science of The Total Environment. 2020, 708: 135086.

 

2019:

• Chengxiang Zhuge, Chunfu Shao. Investigating the Factors Influencing the Uptake of Electric Vehicles in Beijing, China: Statistical and Spatial Perspectives. Journal of Cleaner Production. 2019, 213: 199-216.

• Chengxiang Zhuge, Binru Wei, Chunjiao Dong, Chunfu Shao, Yuli Shan. Exploring the Future Electric Vehicle Market and its Impacts with an Agent-based Spatial Integrated Framework: A Case Study of Beijing, China. Journal of Cleaner Production. 2019, 221: 710-737.

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