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...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-01-01
|
Series: | Water |
Subjects: | |
Online Access: | https://www.mdpi.com/2073-4441/13/3/269 |
id |
doaj-074f1542af7f4c35bb4b11228cbb867f |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT aminebakhshipour integratingstructuralresilienceinthedesignofurbandrainagenetworksinflatareasusingasimplifiedmultiobjectiveoptimizationframework AT jessicahespen integratingstructuralresilienceinthedesignofurbandrainagenetworksinflatareasusingasimplifiedmultiobjectiveoptimizationframework AT alihaghighi integratingstructuralresilienceinthedesignofurbandrainagenetworksinflatareasusingasimplifiedmultiobjectiveoptimizationframework AT ulrichdittmer integratingstructuralresilienceinthedesignofurbandrainagenetworksinflatareasusingasimplifiedmultiobjectiveoptimizationframework AT wolfgangnowak integratingstructuralresilienceinthedesignofurbandrainagenetworksinflatareasusingasimplifiedmultiobjectiveoptimizationframework |
_version_ |
1724327271785824256 |