Assessing the Impacts of Autonomous Bus-on-Demand Based on Agent-Based Simulation: A Case Study of Fuyang, Zhejiang, China
Joint Authors
Du, Yuchuan
Zhai, Zhikang
Shen, Yu
Ji, Yuxiong
Yang, Ying
Source
Journal of Advanced Transportation
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-11-23
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
This paper envisions and assesses the performance of an autonomous bus-on-demand (ABoD) system.
We take Fuyang, Zhejiang, China, as the study area to investigate the spatiotemporal distribution of bus travel demand during workdays, and we propose replacing inefficient bus routes with the ABoD system.
Agent-based models with various bus dispatching and operation control strategies are constructed to evaluate the performance of the ABoD system.
The behaviors and interactions of the agents, passengers, autonomous buses, and a control center are designed.
After the verification of the simulated bus travel demand with real-world demand, a series of scenarios with various ABoD operation strategies are simulated.
The simulation results show that, in comparison with both current fixed-schedule bus services and the optimized bus dispatching strategies, the ABoD system occupies fewer road resources and utilizes bus vehicles more efficiently.
Besides, the system is adaptive to the sudden surge in bus travel demand and is economically sustainable.
American Psychological Association (APA)
Zhai, Zhikang& Yang, Ying& Shen, Yu& Ji, Yuxiong& Du, Yuchuan. 2020. Assessing the Impacts of Autonomous Bus-on-Demand Based on Agent-Based Simulation: A Case Study of Fuyang, Zhejiang, China. Journal of Advanced Transportation،Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1176075
Modern Language Association (MLA)
Zhai, Zhikang…[et al.]. Assessing the Impacts of Autonomous Bus-on-Demand Based on Agent-Based Simulation: A Case Study of Fuyang, Zhejiang, China. Journal of Advanced Transportation No. 2020 (2020), pp.1-15.
https://search.emarefa.net/detail/BIM-1176075
American Medical Association (AMA)
Zhai, Zhikang& Yang, Ying& Shen, Yu& Ji, Yuxiong& Du, Yuchuan. Assessing the Impacts of Autonomous Bus-on-Demand Based on Agent-Based Simulation: A Case Study of Fuyang, Zhejiang, China. Journal of Advanced Transportation. 2020. Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1176075
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1176075