Chapter
Aug 12, 2020
Identifying and Optimizing Relocation Regions in One-Way Carsharing System
Authors: Kunyun Li [email protected], Xiaohong Chen, Ph.D. [email protected], and Xi Cai [email protected]Author Affiliations
Publication: CICTP 2020
ABSTRACT
The imbalance between vehicle supply and user demand in the spatial-temporal dimension is the most relevant problem in a station-based one-way carsharing system (OWCS). To compensate for this disequilibrium, vehicle relocations are highly important. Previous studies have proposed the simulation-optimization model for relocation operations. Little attention has been paid to the clustering problem for intra-regional relocations in OWCS. Based on the K-medoids algorithm and the optimization theory, this paper proposed a two-stage clustering algorithm of dynamically dividing all OWCS stations into a certain number of economic relocation regions, so that there is operational feasibility for dispatchers and a balance between supply and demand within those relocation regions. In the case study, the algorithm has been tested on the largest electric vehicle Car-sharing corporation, EVCARD, in Jiading district, Shanghai. Stations are divided into 15 relocation regions. Results show that it is feasible for dispatchers in management. It also indicates that the supply of each region is greater than the demand, and the dispatcher only needs to relocate vehicles within the region.
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© 2020 American Society of Civil Engineers.
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Published online: Aug 12, 2020
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1Master, Key Laboratory of Road and Traffic Engineering, Ministry of Education, College of Transportation Engineering, Tongji Univ., 4800 Cao’an Rd., Shanghai 201804, China. Email: [email protected]
2Key Laboratory of Road and Traffic Engineering, Ministry of Education, College of Transportation Engineering, Tongji Univ., 4800 Cao’an Rd., Shanghai 201804, China. Email: [email protected]
3Master, Shanghai SAIC Mobility Technology and Service Co. Ltd., 15 F, Tower B, China Overseas International Center, South Huangpi Rd., Shanghai 200025, China. Email: [email protected]
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