Optimal placement of tsunami sensors with depth constraint.

Near-shore detection sensors Particle swarm optimization Shallow water equations

Journal

PeerJ. Computer science
ISSN: 2376-5992
Titre abrégé: PeerJ Comput Sci
Pays: United States
ID NLM: 101660598

Informations de publication

Date de publication:
2021
Historique:
received: 12 05 2021
accepted: 01 08 2021
entrez: 29 10 2021
pubmed: 30 10 2021
medline: 30 10 2021
Statut: epublish

Résumé

Tsunamis are destructive natural disasters that can cause severe damage to property and the loss of many lives. To mitigate the damage and casualties, tsunami warning systems are implemented in coastal areas, especially in locations with high seismic activity. This study presents a method to identify the placement of near-shore detection sensors by minimizing the tsunami detection time, obtained by solving the two-dimensional shallow water equations (SWE). Several benchmark tests were done to establish the robustness of the SWE model, which is solved using a staggered finite volume method. The optimization problem is solved using particle swarm optimization (PSO). The proposed method is applied to different test problems. As an application, the method is used to find the optimal location of a detection sensor using data from the 2018 Palu tsunami. Our findings show that detection time can be significantly reduced through the strategic placement of tsunami sensors.

Identifiants

pubmed: 34712789
doi: 10.7717/peerj-cs.685
pii: cs-685
pmc: PMC8507484
doi:

Types de publication

Journal Article

Langues

eng

Pagination

e685

Informations de copyright

© 2021 Magdalena et al.

Déclaration de conflit d'intérêts

The authors declare that they have no competing interests.

Références

Philos Trans A Math Phys Eng Sci. 2018 Jan 28;376(2111):
pubmed: 29229799
PeerJ Comput Sci. 2020 Dec 18;6:e333
pubmed: 33816981
Risk Anal. 2008 Dec;28(6):1653-68
pubmed: 18795996
Sci Rep. 2020 Feb 12;10(1):2412
pubmed: 32051457
Sci Rep. 2019 Aug 16;9(1):11946
pubmed: 31420573

Auteurs

Ikha Magdalena (I)

Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Bandung, West Java, Indonesia.

Raynaldi La'lang (R)

Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Bandung, West Java, Indonesia.

Renier Mendoza (R)

Institute of Mathematics, University of the Philippines Diliman, Quezon City, Philippines.

Jose Ernie Lope (JE)

Institute of Mathematics, University of the Philippines Diliman, Quezon City, Philippines.

Classifications MeSH