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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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’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’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 |
work_keys_str_mv |
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