A Distributed Protective Approach for Multiechelon Supply Systems

Xiaoyi Zhang, Zheng Zheng, Yueni Zhu, K. Cai
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引用次数: 3

Abstract

The future development trend of many supply systems is to become distributed, highlighting the requirements of agile and comprehensive decisions for both risk evaluation and protective approaches. According to the requirements, this paper proposes a distributed risk evaluation model, the distributed τ-interdiction median (DRIM) model for multiechelon supply systems, which enables the supply system to estimate the hazard using distributed computational resources. Furthermore, a protective resources allocation approach, the DRIM based protection approach (DRIMP approach) is introduced, aiming at making rational defensive strategies that consider the benefits of each facility. The experiment in typical data sets indicates that DRIM and DRIMP approach are able to fulfill the agility, distributed computing, and vendor-neutral requirements. The defensive strategies achieved by DRIMP approach are more rational in the distributed environment, compared to current centralized methods.
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多级供电系统的分布式保护方法
许多供应系统的未来发展趋势是分布式的,这突出了对风险评估和保护方法的敏捷和全面决策的要求。根据需求,本文提出了多级供电系统分布式风险评估模型——分布式τ-阻断中值(DRIM)模型,使供电系统能够利用分布式计算资源对风险进行估计。在此基础上,提出了一种基于DRIM的防护资源分配方法(DRIMP方法),旨在综合考虑各设施的利益,制定合理的防护策略。在典型数据集上的实验表明,DRIM和DRIMP方法能够满足敏捷性、分布式计算和供应商中立的需求。与目前的集中式方法相比,采用DRIMP方法实现的防御策略在分布式环境下更加合理。
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