Integrating Structural Resilience in the Design of Urban Drainage Networks in Flat Areas Using a Simplified Multi-Objective Optimization Framework

Structural resilience describes urban drainage systems’ (UDSs) ability to minimize the frequency and magnitude of failure due to common structural issues such as pipe clogging and cracking or pump failure. Structural resilience is often neglected in the design of UDSs. The current literature support...

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Main Authors: Amin E. Bakhshipour, Jessica Hespen, Ali Haghighi, Ulrich Dittmer, Wolfgang Nowak
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/13/3/269
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spelling doaj-074f1542af7f4c35bb4b11228cbb867f2021-01-23T00:04:41ZengMDPI AGWater2073-44412021-01-011326926910.3390/w13030269Integrating Structural Resilience in the Design of Urban Drainage Networks in Flat Areas Using a Simplified Multi-Objective Optimization FrameworkAmin E. Bakhshipour0Jessica Hespen1Ali Haghighi2Ulrich Dittmer3Wolfgang Nowak4Institute of Urban Water Management, Department of Civil Engineering, TU Kaiserslautern, 67663 Kaiserslautern, GermanyDepartment of Stochastic Simulation and Safety Research (LS3), Faculty of Civil and Environmental Engineering, University of Stuttgart, 70569 Stuttgart, GermanyFaculty of Civil Engineering and Architecture, Shahid Chamran University of Ahvaz, Ahvaz 61357831351, IranInstitute of Urban Water Management, Department of Civil Engineering, TU Kaiserslautern, 67663 Kaiserslautern, GermanyDepartment of Stochastic Simulation and Safety Research (LS3), Faculty of Civil and Environmental Engineering, University of Stuttgart, 70569 Stuttgart, GermanyStructural resilience describes urban drainage systems’ (UDSs) ability to minimize the frequency and magnitude of failure due to common structural issues such as pipe clogging and cracking or pump failure. Structural resilience is often neglected in the design of UDSs. The current literature supports structural decentralization as a way to introduce structural resilience into UDSs. Although there are promising methods in the literature for generating and optimizing decentralized separate stormwater collection systems, incorporating hydraulic simulations in unsteady flow, these approaches sometimes require high computational effort, especially for flat areas. This may hamper their integration into ordinary commercially designed UDS software due to their predominantly scientific purposes. As a response, this paper introduces simplified cost and structural resilience indices that can be used as heuristic parameters for optimizing the UDS layout. These indices only use graph connectivity information, which is computationally much less expensive than hydraulic simulation. The use of simplified objective functions significantly simplifies the feasible search space and reduces blind searches by optimization. To demonstrate the application and advantages of the proposed model, a real case study in the southwest city of Ahvaz, Iran was explored. The proposed framework was proven to be promising for reducing the computational effort and for delivering realistic cost-wise and resilient UDSs.https://www.mdpi.com/2073-4441/13/3/269urban drainage systemsgraph theorydecentralizationmulti-objective optimizationlayoutresilience
collection DOAJ
language English
format Article
sources DOAJ
author Amin E. Bakhshipour
Jessica Hespen
Ali Haghighi
Ulrich Dittmer
Wolfgang Nowak
spellingShingle Amin E. Bakhshipour
Jessica Hespen
Ali Haghighi
Ulrich Dittmer
Wolfgang Nowak
Integrating Structural Resilience in the Design of Urban Drainage Networks in Flat Areas Using a Simplified Multi-Objective Optimization Framework
Water
urban drainage systems
graph theory
decentralization
multi-objective optimization
layout
resilience
author_facet Amin E. Bakhshipour
Jessica Hespen
Ali Haghighi
Ulrich Dittmer
Wolfgang Nowak
author_sort Amin E. Bakhshipour
title Integrating Structural Resilience in the Design of Urban Drainage Networks in Flat Areas Using a Simplified Multi-Objective Optimization Framework
title_short Integrating Structural Resilience in the Design of Urban Drainage Networks in Flat Areas Using a Simplified Multi-Objective Optimization Framework
title_full Integrating Structural Resilience in the Design of Urban Drainage Networks in Flat Areas Using a Simplified Multi-Objective Optimization Framework
title_fullStr Integrating Structural Resilience in the Design of Urban Drainage Networks in Flat Areas Using a Simplified Multi-Objective Optimization Framework
title_full_unstemmed Integrating Structural Resilience in the Design of Urban Drainage Networks in Flat Areas Using a Simplified Multi-Objective Optimization Framework
title_sort integrating structural resilience in the design of urban drainage networks in flat areas using a simplified multi-objective optimization framework
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2021-01-01
description Structural resilience describes urban drainage systems’ (UDSs) ability to minimize the frequency and magnitude of failure due to common structural issues such as pipe clogging and cracking or pump failure. Structural resilience is often neglected in the design of UDSs. The current literature supports structural decentralization as a way to introduce structural resilience into UDSs. Although there are promising methods in the literature for generating and optimizing decentralized separate stormwater collection systems, incorporating hydraulic simulations in unsteady flow, these approaches sometimes require high computational effort, especially for flat areas. This may hamper their integration into ordinary commercially designed UDS software due to their predominantly scientific purposes. As a response, this paper introduces simplified cost and structural resilience indices that can be used as heuristic parameters for optimizing the UDS layout. These indices only use graph connectivity information, which is computationally much less expensive than hydraulic simulation. The use of simplified objective functions significantly simplifies the feasible search space and reduces blind searches by optimization. To demonstrate the application and advantages of the proposed model, a real case study in the southwest city of Ahvaz, Iran was explored. The proposed framework was proven to be promising for reducing the computational effort and for delivering realistic cost-wise and resilient UDSs.
topic urban drainage systems
graph theory
decentralization
multi-objective optimization
layout
resilience
url https://www.mdpi.com/2073-4441/13/3/269
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