Criticality Analysis of a Water Distribution System Considering Both Economic Consequences and Hydraulic Loss Using Modern Portfolio Theory

This study introduces an approach using Modern Portfolio Theory (MPT) to consider hydraulic resilience and economic consequence resilience of a water distribution system (WDS) to identify critical assets. <i>ECLIPS</i> (Economic Consequence Linked to Interruption in Providing Service), a...

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Main Authors: Seungyub Lee, Sangmin Shin, David R. Judi, Timothy McPherson, Steven J. Burian
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/11/6/1222
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spelling doaj-963747e0243f45b895e1062c30422d922020-11-25T02:40:48ZengMDPI AGWater2073-44412019-06-01116122210.3390/w11061222w11061222Criticality Analysis of a Water Distribution System Considering Both Economic Consequences and Hydraulic Loss Using Modern Portfolio TheorySeungyub Lee0Sangmin Shin1David R. Judi2Timothy McPherson3Steven J. Burian4Department of Civil and Environmental Engineering, University of Utah, Salt Lake City, UT 84112, USADepartment of Civil and Environmental Engineering, University of Utah, Salt Lake City, UT 84112, USAPacific Northwest National Laboratory, Richland, WA 99354, USAPacific Northwest National Laboratory, Richland, WA 99354, USADepartment of Civil and Environmental Engineering, University of Utah, Salt Lake City, UT 84112, USAThis study introduces an approach using Modern Portfolio Theory (MPT) to consider hydraulic resilience and economic consequence resilience of a water distribution system (WDS) to identify critical assets. <i>ECLIPS</i> (Economic Consequence Linked to Interruption in Providing Service), a way to represent loss of water provision as economic loss, is used to measure economic consequence following a reduction of WDS functionality. The approach is demonstrated using a hypothetical WDS and tested for pipe breakage and replacement scenarios using EPANET hydraulic simulations. First, the correlation between hydraulic resilience and economic consequence resilience was investigated to assess differences between two resilience measures for identifying pipe&#8217;s criticality for replacement. The results confirmed the two resilience measures exhibited differing responses (covariance = 0.2), suggesting that use of both would provide complementary insight. Results of the MPT analysis identified the benefits of balancing hydraulic and economic consequence resilience measures to yield lower risk. This study provides a practical approach to incorporate economic consequence into planning, design, and research applications identifying critical WDS assets.https://www.mdpi.com/2073-4441/11/6/1222asset managementpipe replacement prioritizationconsequence analysis
collection DOAJ
language English
format Article
sources DOAJ
author Seungyub Lee
Sangmin Shin
David R. Judi
Timothy McPherson
Steven J. Burian
spellingShingle Seungyub Lee
Sangmin Shin
David R. Judi
Timothy McPherson
Steven J. Burian
Criticality Analysis of a Water Distribution System Considering Both Economic Consequences and Hydraulic Loss Using Modern Portfolio Theory
Water
asset management
pipe replacement prioritization
consequence analysis
author_facet Seungyub Lee
Sangmin Shin
David R. Judi
Timothy McPherson
Steven J. Burian
author_sort Seungyub Lee
title Criticality Analysis of a Water Distribution System Considering Both Economic Consequences and Hydraulic Loss Using Modern Portfolio Theory
title_short Criticality Analysis of a Water Distribution System Considering Both Economic Consequences and Hydraulic Loss Using Modern Portfolio Theory
title_full Criticality Analysis of a Water Distribution System Considering Both Economic Consequences and Hydraulic Loss Using Modern Portfolio Theory
title_fullStr Criticality Analysis of a Water Distribution System Considering Both Economic Consequences and Hydraulic Loss Using Modern Portfolio Theory
title_full_unstemmed Criticality Analysis of a Water Distribution System Considering Both Economic Consequences and Hydraulic Loss Using Modern Portfolio Theory
title_sort criticality analysis of a water distribution system considering both economic consequences and hydraulic loss using modern portfolio theory
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2019-06-01
description This study introduces an approach using Modern Portfolio Theory (MPT) to consider hydraulic resilience and economic consequence resilience of a water distribution system (WDS) to identify critical assets. <i>ECLIPS</i> (Economic Consequence Linked to Interruption in Providing Service), a way to represent loss of water provision as economic loss, is used to measure economic consequence following a reduction of WDS functionality. The approach is demonstrated using a hypothetical WDS and tested for pipe breakage and replacement scenarios using EPANET hydraulic simulations. First, the correlation between hydraulic resilience and economic consequence resilience was investigated to assess differences between two resilience measures for identifying pipe&#8217;s criticality for replacement. The results confirmed the two resilience measures exhibited differing responses (covariance = 0.2), suggesting that use of both would provide complementary insight. Results of the MPT analysis identified the benefits of balancing hydraulic and economic consequence resilience measures to yield lower risk. This study provides a practical approach to incorporate economic consequence into planning, design, and research applications identifying critical WDS assets.
topic asset management
pipe replacement prioritization
consequence analysis
url https://www.mdpi.com/2073-4441/11/6/1222
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