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Near-Optimal Battery Swapping Algorithm in Dockless Electric Bike Sharing Systems
會議論文集

Near-Optimal Battery Swapping Algorithm in Dockless Electric Bike Sharing Systems

Chun-An Yang, Shih-Chieh Chen, Yi-Hsuan Peng, Yu-Wen Chen, Jian-Jhih Kuo 和 Ming-Jer Tsai
IEEE International Conference on Communications, 頁碼.5329-5334
09/06/2024
Web of Science ID: WOS:001300022505077

摘要

Aggregates Approximation algorithms Costs Green transportation Shared transport Simulation Batteries
Dockless electric bike (E-bike) sharing has become a new urban modality of green transportation to offer convenient services. Typically, the service provider arranges a truck starting from the depot to visit multiple parking locations to replace low-energy batteries. However, visiting many parking locations may cause a considerable tour cost. One efficient way is to aggregate low-energy E-bikes together. Some incentive mechanisms are thus adopted to encourage E-bike users to move their bikes to suitable parking locations, but leading to an incentive cost. The service provider would like to balance the tour cost of the truck and the incentive cost of E-bike users. To address this problem, the paper formulates an optimization problem and then proposes an approximation algorithm. The simulation results with the real dataset show that our algorithm outperforms the other baselines.

相關連結

聯合國永續發展目標(SDGs)

此研究成果有助於達成以下目標:

#11 Sustainable Cities and Communities

來源:來自InCites的SDGs

詳細資料

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