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论文

基于韧性城市视角的冰雪天气下路网恢复问题研究

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  • 1. 北京工商大学商学院, 北京 100048;
    2. 中国科学院大学工程科学学院, 北京 100049

收稿日期: 2017-03-22

  修回日期: 2017-09-26

  网络出版日期: 2018-05-24

基金资助

国家自然科学基金面上项目(71673016);北京市属高校青年拔尖人才培育计划项目(CIT&TCD201704033)

Study on Road Network Recovery under Snow and Ice Conditions based on the Perspective of Resilient City

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  • 1. School of business, Beijing Technology and Business University, Beijing 100048, China;
    2. College of Engineering Science, Chinese Academy of Sciences, Beijing 100049, China

Received date: 2017-03-22

  Revised date: 2017-09-26

  Online published: 2018-05-24

摘要

城市的快速发展使其愈加依赖于生命线基础设施系统,城市在自然或人为突发事件面前的脆弱性日益凸显,城市面对突发事件后的运行与恢复问题受到广泛关注。冬季极端冰雪天气对城市路网系统带来极大冲击,严重降低路网服务能力。本文基于韧性城市视角,对冰雪天气下城市路网韧性的概念和度量方法进行了分析。以提升路网韧性为目标,建立冰雪天气下路网恢复问题的数学模型,解决极端冰雪天气不确定信息下的城市路网除雪应急物资布局问题及其除雪作业优化问题,并设计了相应的启发式求解算法。最后通过算例验证了模型和算法的有效性,以期为城市冰雪天气应对提供决策支持,提升城市应对极端冰雪天气的韧性。

本文引用格式

王晶, 刘昊天, 朱建明 . 基于韧性城市视角的冰雪天气下路网恢复问题研究[J]. 中国管理科学, 2018 , 26(3) : 177 -187 . DOI: 10.16381/j.cnki.issn1003-207x.2018.03.019

Abstract

The winter snow and ice weather brings great impact on the urban road network traffic, which will seriously reduce the overall resilience of city. Because of the limits of emergency budget, the location and allocation of snow removal resources is highly correlated with the safety of urban traffic. Based on the perspective of the Resilient City,according to the historical winter weather data and road network structure in a certain city, how to optimize the layout of snow removal resources before snow weather and the plans of snow removal operations in different weather scenarios are studied, in order to improve the absorbing ability and recovering ability to extreme snow weather of urban road network.First, the average speed is used as the index of road network service capability and the Independent Pathway instead of all common pathway is taken as the evaluation target in the urban road network. Secondly, the whole wave process of road network is divided into two periods:absorbing period and recovering period. Accordingly, the metric resilience of urban road network can be expressed as:Res=((Td-T0)*(MOPnew-MOPmin))/(Tmax-T0)*(MOP0-MOPmin), where T is the time index and MOP is service ability of the road network. Among them,(Td-T0) is the absorption period;(Tmax-T0) is the whole wave process of road network;(MOPnew-MOPmin) is the recovery value;(MOP0-MOPmin) is the damage value. The four indexes are used to define the resilience (Res) of urban road network under snow and ice weather, which is set as the optimization target.A higher numerical value of the Res implies a strong resilience of road network. Thus, the LRP mathematical model is established based on optimization target. Third, the improved tabu search algorithm is designed based on the road classification. Last, the numerical analysis about the problem is made, thus, the following conclusions can be obtained. The resilience can systematically reflect the recovery process and can be set as the optimization target of road recovery under snow and ice weather. It is necessary to put the snow removal resources into the critical roads.The numerical result verifies the reliability of the model and method we processed. The study provides some management measures for road network restoration.

参考文献

[1] 李军,李向阳,张佰尚.自然异动下关键基础设施网络风险研究[J].中国管理科学. 2014, 22(9):66-73.

[2] Fu Liping. Optimizing winter road maintenance operationsn under real-time information[J]. European Journal of Operational Research, 2009,196(1):332-341.

[3] Dussault B, Golden B, Wasil E. The downhill plow problem with multiple plows[J] Journal of The Operational Research Society,2014, 65(10):1465-1474.

[4] Muyldermans L, Cattrysse D, Oudheusden D V, et al. Districting for salt spreading operations[J]. European Journal of Operational Research 2002,139(3):521-532.

[5] Muyldermans L, Cattrysse D, Oudheusden D V. District design for arc-routing applications[J]. Journal of the Operational Research Society, 2003,54(11):1209-1221.

[6] Perrier N, Langevin A, Campbell J F. The sector design and assignment problem for snow disposal operations[J].European Journal of Operational,2008,189(2):508-525.

[7] Quirion-Blais O, Langevin A, Lehuede F,et al. Solving the large-scale min-max K-rural postman problem for snow plowing[J]. Networks, 2017,70(3):195-215.

[8] 谢秉磊,李颖.刘敏.带临时补充点的融雪剂撒布车辆路径问题[J]系统工程理论与实践.2016,34(6):1593-1598.

[9] Holling C S. Resilience and stability of ecological systems[J].Annual Review of Ecology and Systematics.1973, 4(4):1-23.

[10] 李亚,翟国方,顾福妹.城市基础设施韧性的定量评估方法研究综述[J].城市发展研究,2016,23(6):113-122.

[11] 高海翔,陈颖,黄少伟,等.配电网韧性及其相关研究进展[J].电力系统自动化,2015,39(3):1-8.

[12] Aven T. On some recent definitions and analysis frameworks for risk, vulnerability, and resilience[J].Risk Analysis,2011,31(4):515-522.

[13] Cen Nan, Sansavini G. A quantitative method for assessing resilience of independent infrastructures[J]. Reliability Engineering and System Safety,2017,157:35-53.

[14] Tran H T, Balchanos M, Domerçant J C,et al. A framework for the quantitative assessment of performance-based system resilience[J].Reliability Engineering & System Safety,2017,158:73-84.

[15] 朱吉双,张宁.可变需求结构下城市路网的通行能力与服务水平模型[J].系统工程理论与实践.2008,6:170-176.

[16] Zhang Weili, Wang Naiyu.Resilience-based risk mitigation for road networks[J].Structural Safety,2016,62:57-65.

[17] Ip W H, Wang Dingwei. Resilience and friability of transportation networks:Evaluation, analysis and optimization[J].IEEE Systems Journal, 2011, 5(2):189-198.

[18] Highway capacity manual[M].Washington D C:Transportation Research Board,2010.

[19] Francis R, Bekera B. A metric and frameworks for resilience analysis of engineered and infrastructure systems[J]. Reliability Engineering and System Safety,2014,121:90-103.

[20] 张明红,佘廉,耿波.基于情景的结构化突发事件相似度研究[J].中国管理科学. 2017,25(1):151-159.

[21] 刘长石,彭怡,寇纲.震后应急物资配送的模糊定位-路径问题研究[J].中国管理科学. 2016,21(5):111-118.

[22] 杨锋,梁樑,毕功兵,等.考虑道路特性的多个应急设施选址问题:基于DEA的研究[J].管理评论.2008,20(12):41-44.

[23] 张敏,张玲.基于失效情景的应急设施选址评估指标体系与模型[J].中国管理科学. 2016,24(11):129-136.

[24] 于峰,李向阳,刘昭阁. 城市灾害情景下应急案例本体建模与重用[J].管理评论, 2016, 28(8):25-36.
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