Review of Reduced-Order Models for Online Protection of Water Distribution Networks

This paper presents a review of reduced-order models (ROMs) and digital twins, with a primary focus on their application to water distribution networks (WDNs). Initially, we concentrate on the physical modeling of WDNs. Following this, we introduce relevant programming, specifically addressing WDNs...

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Vydané v:Engineering proceedings Ročník 69; číslo 1; s. 159
Hlavní autori: Djemel, Cheima, Piller, Olivier, Horsin, Thierry, Mimeau, Chloé, Mortazavi, Iraj
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: MDPI 2024
MDPI AG
Predmet:
Civil Engineering
Computer Science
digital twin
Engineering Sciences
Mathematics
Operations Research
reduced-order model (ROM)
water distribution network
Digital twin
Reduced-order model (ROM)
Water distribution network
ISSN:2673-4591
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Abstract This paper presents a review of reduced-order models (ROMs) and digital twins, with a primary focus on their application to water distribution networks (WDNs). Initially, we concentrate on the physical modeling of WDNs. Following this, we introduce relevant programming, specifically addressing WDNs and solving equations for extended-period simulations. The paper then explores various ROM methods outlined in existing literature. Lastly, we highlight recent initiatives in the implementation of digital twins and approaches aimed at reducing uncertainty.
AbstractList This paper presents a review of reduced-order models (ROMs) and digital twins, with a primary focus on their application to water distribution networks (WDNs). Initially, we concentrate on the physical modeling of WDNs. Following this, we introduce relevant programming, specifically addressing WDNs and solving equations for extended-period simulations. The paper then explores various ROM methods outlined in existing literature. Lastly, we highlight recent initiatives in the implementation of digital twins and approaches aimed at reducing uncertainty.
This paper presents a review of reduced-order models (ROMs) and digital twins, with a primary focus on their application to water distribution networks (WDNs). Initially, we concentrated on the physical modelling of WDNs. Following this, we introduced relevant programming, specifically addressing WDNs and solving equations for extended-period simulations. This paper then explored various ROM methods outlined in the existing literature. Lastly, we highlighted recent initiatives in the implementation of digital twins and approaches aimed at reducing uncertainty.
Author Mimeau, Chloé
Piller, Olivier
Horsin, Thierry
Djemel, Cheima
Mortazavi, Iraj
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Reduced-order model (ROM)
Water distribution network
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Computer Science
digital twin
Engineering Sciences
Mathematics
Operations Research
reduced-order model (ROM)
water distribution network
Title Review of Reduced-Order Models for Online Protection of Water Distribution Networks
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