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A Stochastic Programming Approach for Resilient Hub Location in Power Projection Network considering Random Hub Failures

机译:考虑随机集线器故障的电力投影网络中弹性集线器位置的随机规划方法

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摘要

Hubs are critical facilities in the power projection network. Due to the uncertainty factors such as terrorism threats, severe weather, and natural disasters, hub facilities may be disrupted randomly, which could lead to excessive cost or loss in practice. One of the most effective ways to withstand and reduce the impact of disruptions is designing more resilient networks. In this paper, a stochastic programming model is employed for the hub location problem in the presence of random hub failures. A heuristic algorithm based on Monte Carlo method and tabu search is put forward to solve the model. The proposed approach is more general if there are numbers of hubs that would fail even with different failure probability. Compared with the benchmark model, the model which takes the factor of stochastic failure of hubs into account can give a more resilient power projection network.
机译:集线器是电力投影网络中的关键设施。由于诸如恐怖主义威胁,恶劣天气和自然灾害等不确定因素,枢纽设施可能会被随机破坏,这可能导致实践中的过度成本或损失。承受和减少中断影响的最有效方法之一是设计更具弹性的网络。在本文中,针对存在随机轮毂故障的轮毂位置问题,采用了一种随机规划模型。提出了一种基于蒙特卡罗和禁忌搜索的启发式算法来求解模型。如果存在多个即使发生故障概率不同而发生故障的集线器,则建议的方法也更通用。与基准模型相比,该模型考虑了轮毂的随机故障因素,可以提供更具弹性的电力投影网络。

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  • 来源
    《Mathematical Problems in Engineering》 |2017年第12期|6517453.1-6517453.8|共8页
  • 作者单位

    Army Mil Transportat Univ, Dept Equipment Support, Tianjin 300161, Peoples R China;

    Army Mil Transportat Univ, Dept Equipment Support, Tianjin 300161, Peoples R China;

    Tianjin Engn Tech Inst, Dept Architecture & Civil Engn, Tianjin 300280, Peoples R China;

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