A Novel Resilience Assessment Framework for Multi-component Critical Infrastructure

IF 4.6 3区 管理学 Q1 BUSINESS
Bei Wu;Zhizhong Tan;Ada Che;Lirong Cui
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Abstract

Critical infrastructures are vital in supporting the essential services of society. However, they are susceptible to damage when confronted with disruptive events like earthquakes. This fosters a pressing demand for research geared towards building a resilient critical infrastructure. To furnish crucial benchmarks for enhancing system resilience, we developed a framework for assessing the resilience of critical infrastructures, considering their intricate multi-component configurations. Our framework conceptualizes overall resilience as a synthesis of four principal attributes: resistant, absorption, adaptive, and recovery resilience. Aiming at quantifying these attributes, the temporal performance behavior of the system is modeled via Markov processes. On this basis, resilience measures are defined concerning attributes within the framework, each incorporating both inherent and acquired aspects. The calculation formulas for these measures are derived analytically based on aggregated stochastic processes. This investigation also proves that, within the proposed framework, series systems are no more resilient than parallel systems. A case study of a potable water system subject to earthquakes is showcased to exemplify the devised assessment framework and calculation method. Meanwhile, some managerial insights are provided to designers and managers responsible for critical infrastructures.

Managerial Relevance Statement–This article introduces a framework for assessing the resilience of critical infrastructures (CIs) in response to disruptive events. The findings indicate a progressive decline in both the inherent resistant and absorption resilience of CIs with increased operational duration, leading inevitably to interruptions. This highlights the imperative for CI designers to focus on enhancing inherent adaptive and recovery capabilities of CIs to counter such interruptions. Meanwhile, the study finds that both the acquired adaptive and recovery resilience initially increase before diminishing over the lifespan of CIs. This insight offers guidance for managers aiming to prolong the operational lifespan of CIs, emphasizing initial resource allocation to prevent potential interruptions, and recommending subsequent resource reallocation to facilitate rapid recovery from such interruptions. In addition, the research proves that parallel systems exhibit superior resilience compared to series systems, given identical components. This suggests a significant variance in the improvement level of systems with different structures when equivalent recovery resources are applied, underscoring the strategic importance of structural considerations in resilience enhancement efforts.

多组件关键基础设施的新型复原力评估框架
关键基础设施对于支持社会的基本服务至关重要。然而,当遇到地震等破坏性事件时,它们很容易受到损害。这就迫切需要开展研究,以建设具有抗灾能力的关键基础设施。为了提供增强系统复原力的重要基准,我们开发了一个评估关键基础设施复原力的框架,同时考虑到它们错综复杂的多组件配置。我们的框架将整体复原力概念化为四个主要属性的综合:抵抗复原力、吸收复原力、适应复原力和恢复复原力。为了量化这些属性,我们通过马尔可夫过程对系统的时间性能行为进行建模。在此基础上,定义了框架内各属性的复原力指标,每个指标都包含固有和后天两个方面。这些指标的计算公式是根据聚合随机过程分析得出的。这项调查还证明,在所提出的框架内,串联系统并不比并联系统更有弹性。通过一个受地震影响的饮用水系统案例研究,对所设计的评估框架和计算方法进行了示范。同时,还为负责关键基础设施的设计者和管理者提供了一些管理启示。管理相关性声明--本文介绍了评估关键基础设施(CI)应对破坏性事件的复原力的框架。研究结果表明,随着运行时间的延长,CI 的内在抵抗力和吸收复原力都会逐渐下降,从而不可避免地导致中断。这突出表明,CI 设计人员必须注重提高 CI 的内在适应和恢复能力,以应对此类中断。同时,研究还发现,获得的适应能力和恢复能力最初都会增强,然后随着 CI 的生命周期逐渐减弱。这一洞察力为旨在延长公用事业运行寿命的管理者提供了指导,强调最初的资源分配以防止潜在的中断,并建议随后的资源重新分配以促进从此类中断中快速恢复。此外,研究证明,在组件相同的情况下,并行系统比串行系统表现出更强的恢复能力。这表明,在使用同等恢复资源的情况下,不同结构的系统在改进水平上存在显著差异,突出了结构因素在提高恢复能力方面的战略重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Engineering Management
IEEE Transactions on Engineering Management 管理科学-工程:工业
CiteScore
10.30
自引率
19.00%
发文量
604
审稿时长
5.3 months
期刊介绍: Management of technical functions such as research, development, and engineering in industry, government, university, and other settings. Emphasis is on studies carried on within an organization to help in decision making or policy formation for RD&E.
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