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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Vydáno v:Engineering proceedings Ročník 69; číslo 1; s. 159
Hlavní autoři: Djemel, Cheima, Piller, Olivier, Horsin, Thierry, Mimeau, Chloé, Mortazavi, Iraj
Médium: Journal Article
Jazyk:angličtina
Vydáno: MDPI 2024
MDPI AG
Témata:
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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Shrnutí: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.
ISSN:2673-4591
DOI:10.3390/engproc2024069159