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通过优化救援队伍调度提高城市道路网络在交通事故期间的恢复能力。

Resilience enhancement of an urban road network during traffic accidents by optimally dispatching rescue teams.

作者信息

Chen Jinqu, Ju Yanni, Zhu Shaochuan, Liu Xiaowei, Hu Xinyue

机构信息

Public Security Department, Fujian Police College, Fuzhou, China.

Department of Road Traffic Management, Sichuan Police College, Luzhou, China.

出版信息

PLoS One. 2025 Sep 2;20(9):e0330824. doi: 10.1371/journal.pone.0330824. eCollection 2025.

Abstract

The efficient dispatch of rescue teams (RTs) during traffic accidents is crucial for the rapid restoration of normal operations in the affected urban road network (URN), thereby enhancing the network's resilience during such events. However, previous studies focusing on optimizing RT dispatch strategies to enhance URN resilience remain limited. To address this gap, this paper develops a mixed-integer linear programming model aimed at optimizing RT dispatch during traffic accidents. The formulated model is solved using the commercial solver (i.e., CPLEX). Numerical experiments conducted on a hypothetical URN demonstrate that the model generates an optimal dispatch scheme. Compared to baseline strategies, the optimized scheme reduces the total objective function values by 27.36% in small-scale cases and 16.28% in large-scale case, respectively. Furthermore, sensitivity analysis reveal that accident severity and destination locations significantly influence the dispatch scheme design. Finally, the paper discusses the impact of several parameters on the model's solution, showing that its performance is highly sensitive to several critical factors like RT dispatch costs, the maximum allowable delay time, passenger value of time, and vehicle travel speeds.

摘要

交通事故发生时救援队伍的高效调度对于受影响城市道路网络(URN)正常运行的迅速恢复至关重要,从而增强该网络在此类事件中的恢复能力。然而,以往专注于优化救援队伍调度策略以增强城市道路网络恢复能力的研究仍然有限。为填补这一空白,本文建立了一个混合整数线性规划模型,旨在优化交通事故期间的救援队伍调度。所建立的模型使用商业求解器(即CPLEX)求解。在一个假设的城市道路网络上进行的数值实验表明,该模型生成了一个最优调度方案。与基线策略相比,优化后的方案在小规模案例中使总目标函数值分别降低了27.36%,在大规模案例中降低了16.28%。此外,敏感性分析表明事故严重程度和目的地位置对调度方案设计有显著影响。最后,本文讨论了几个参数对模型解的影响,表明其性能对救援队伍调度成本、最大允许延迟时间、乘客时间价值和车辆行驶速度等几个关键因素高度敏感。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f718/12404558/daafd7c00ca2/pone.0330824.g001.jpg

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