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Author:

Fan, Rui-Na (Fan, Rui-Na.) | Ma, Fan-Qi (Ma, Fan-Qi.) | Li, Quan-Lin (Li, Quan-Lin.) (Scholars:李泉林)

Indexed by:

Scopus SCIE

Abstract:

The dockless bike sharing system (DBSS) has been globally adopted as a sustainable transportation system. Due to the robustness and tractability of the closed queuing network (CQN), it is a well-behaved method to model DBSSs. In this paper, we view DBSSs as CQNs and use the mean value analysis (MVA) algorithm to calculate a small size DBSS and the flow equivalent server (FES) algorithm to calculate the larger size DBSS. This is the first time that the FES algorithm is used to study the DBSS, by which the CQN can be divided into different subnetworks. A parking region and its downlink roads are viewed as a subnetwork, so the computation of CQN is reduced greatly. Based on the computation results of the two algorithms, we propose two optimization functions for determining the optimal fleet size and repositioning flow, respectively. At last, we provide numerical experiments to verify the two algorithms and illustrate the optimal fleet size and repositioning flow. This computation framework can also be used to analyze other on-demand transportation networks.

Keyword:

mean value analysis dockless bike sharing system sustainable transportation flow equivalent server algorithm closed queuing network optimization strategy

Author Community:

  • [ 1 ] [Fan, Rui-Na]Yanshan Univ, Sch Econ & Management, Qinhuangdao 066004, Hebei, Peoples R China
  • [ 2 ] [Ma, Fan-Qi]Yanshan Univ, Sch Econ & Management, Qinhuangdao 066004, Hebei, Peoples R China
  • [ 3 ] [Li, Quan-Lin]Beijing Univ Technol, Sch Econ & Management, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Fan, Rui-Na]Yanshan Univ, Sch Econ & Management, Qinhuangdao 066004, Hebei, Peoples R China

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Source :

PROCESSES

Year: 2020

Issue: 3

Volume: 8

3 . 5 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:115

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count: 8

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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