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DOI | 10.1016/j.ejor.2019.01.052 |
An adaptive robust framework for the optimization of the resilience of interdependent infrastructures under natural hazards | |
Fang, Yi-Ping1; Zio, Enrico2,3 | |
发表日期 | 2019 |
ISSN | 0377-2217 |
EISSN | 1872-6860 |
卷号 | 276期号:3页码:1119-1136 |
英文摘要 | This paper proposes a novel adaptive robust optimization (ARO)-based mathematical framework for resilience enhancement of interdependent critical infrastructure (CI) systems against natural hazards (NHs). In this framework, the potential impacts of a specific NH on an infrastructure are firstly evaluated, in terms of failure and recovery probabilities of system components; these are, then, fed into a two-stage ARO model to determine the optimal planning of resilience strategies under limited investment budget, anticipating the most-likely worst realization of the uncertainty of component failures under the NH. For its exact solution, a decomposition method based on simultaneous column-and-constraint generation is adopted. The approach is applied to a case study concerning the resilience of interdependent power and gas networks subject to (simulated) wind storms. The numerical results demonstrate the effectiveness of the proposed framework for the optimization of the resilience of interdependent Cls under hazardous events; this provides a valuable tool for making informed pre-hazard preparation decisions. The value of a coordinated pre-hazard planning that takes into account Cl interdependencies is also highlighted. (C) 2019 Elsevier B.V. All rights reserved. |
WOS研究方向 | Business & Economics ; Operations Research & Management Science |
来源期刊 | EUROPEAN JOURNAL OF OPERATIONAL RESEARCH |
文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/101588 |
作者单位 | 1.Univ Paris Saclay, Cent Supelec, Chaire Syst Sci & Energy Challenge, Fdn Elect France EDF,Lab Genie Ind, 3 Rue Joliot Curie, F-97190 Gif Sur Yvette, France; 2.PSL Res Univ, CRC, Mines ParisTech, Sophia Antipolis, France; 3.Politecn Milan, Energy Dept, Via La Masa 34, I-20156 Milan, Italy |
推荐引用方式 GB/T 7714 | Fang, Yi-Ping,Zio, Enrico. An adaptive robust framework for the optimization of the resilience of interdependent infrastructures under natural hazards[J],2019,276(3):1119-1136. |
APA | Fang, Yi-Ping,&Zio, Enrico.(2019).An adaptive robust framework for the optimization of the resilience of interdependent infrastructures under natural hazards.EUROPEAN JOURNAL OF OPERATIONAL RESEARCH,276(3),1119-1136. |
MLA | Fang, Yi-Ping,et al."An adaptive robust framework for the optimization of the resilience of interdependent infrastructures under natural hazards".EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 276.3(2019):1119-1136. |
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