2022
DOI: 10.1007/s11069-021-05190-x
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Digital twin-driven intelligence disaster prevention and mitigation for infrastructure: advances, challenges, and opportunities

Abstract: Natural hazards, which have the potential to cause catastrophic damage and loss to infrastructure, have increased significantly in recent decades. Thus, the construction demand for disaster prevention and mitigation for infrastructure (DPMI) systems is increasing. Many studies have applied intelligence technologies to solve key aspects of infrastructure, such as design, construction, disaster prevention and mitigation, and rescue and recovery; however, systematic construction is still lacking. Digital twin (DT… Show more

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Cited by 44 publications
(14 citation statements)
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References 216 publications
(187 reference statements)
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“…In this paper, digital technology transition refers to that satellite communication enterprises rely on digital technology to meet users' expectations or change market standards by transforming technology orbit and providing new functional attributes (Ometov et al, 2021). Digital facility construction refers to the improvement of digital hardware level of satellite communication enterprises through digital infrastructure construction and industrial Internet supporting facilities construction in order to realize the organic integration of digital technology and itself (Yu and He, 2022). Digital technologies represented by artificial intelligence and industrial Internet have disruptive potential, which can help satellite communication enterprises meet users' expectations or change market standards by transforming technological track and providing new functional attributes (Alaimo, 2022), so as to realize technological transition and enhance technological innovation capability of enterprises (Ryu et al, 2021).…”
Section: Research Modelmentioning
confidence: 99%
“…In this paper, digital technology transition refers to that satellite communication enterprises rely on digital technology to meet users' expectations or change market standards by transforming technology orbit and providing new functional attributes (Ometov et al, 2021). Digital facility construction refers to the improvement of digital hardware level of satellite communication enterprises through digital infrastructure construction and industrial Internet supporting facilities construction in order to realize the organic integration of digital technology and itself (Yu and He, 2022). Digital technologies represented by artificial intelligence and industrial Internet have disruptive potential, which can help satellite communication enterprises meet users' expectations or change market standards by transforming technological track and providing new functional attributes (Alaimo, 2022), so as to realize technological transition and enhance technological innovation capability of enterprises (Ryu et al, 2021).…”
Section: Research Modelmentioning
confidence: 99%
“…For this reason, the study was unable to move from network parameters to hidden knowledge behind DT literature. Furthermore, other studies have been focused on a specific scope, such as smart cities [38], [39], or a particular DT application, such as construction safety [40] and disaster prevention [41].…”
Section: B Related Studies In the Aec Industrymentioning
confidence: 99%
“…Yu and He [15] applied DT to the intelligent disaster prevention and mitigation stage of infrastructure and put forward a future-proofing development framework. Do gan et al [16] proposed an intelligent disaster management system that was based on machine learning (ML) to simulate postdisaster rescue operations in DT.…”
Section: Introductionmentioning
confidence: 99%