Numerical simulation of seismic waves in 2D using the finite element method

In Geology, obtaining subsurface models leads to a better understanding of it. Generally, these surveys are carried out through geophysical methods; the most widely used is seismic surveys. One of the techniques to find subsurface velocity models through seismic methods is the Full-Wave Inversion (F...

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Hoofdauteur: Troya Yunga, Ariel Santiago (author)
Formaat: bachelorThesis
Taal:eng
Gepubliceerd in: 2024
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Online toegang:http://repositorio.yachaytech.edu.ec/handle/123456789/723
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author Troya Yunga, Ariel Santiago
author_facet Troya Yunga, Ariel Santiago
author_role author
collection Repositorio Universidad Yachay Tech
dc.contributor.none.fl_str_mv Pérez Roa, Richard Anselmi
Manzanilla Morillo, Raúl
dc.creator.none.fl_str_mv Troya Yunga, Ariel Santiago
dc.date.none.fl_str_mv 2024-03-07T10:41:39Z
2024-03-07T10:41:39Z
2024-03
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv http://repositorio.yachaytech.edu.ec/handle/123456789/723
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv Universidad de Investigación de Tecnología Experimental Yachay
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:Repositorio Universidad Yachay Tech
instname:Universidad Yachay Tech
instacron:Yachay
dc.subject.none.fl_str_mv Full waveform inversion
Inversión completa de forma de onda
Finite-difference method
Método de diferencias finitas
Finite-element method
Método de elementos finitos.
dc.title.none.fl_str_mv Numerical simulation of seismic waves in 2D using the finite element method
dc.type.none.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/bachelorThesis
description In Geology, obtaining subsurface models leads to a better understanding of it. Generally, these surveys are carried out through geophysical methods; the most widely used is seismic surveys. One of the techniques to find subsurface velocity models through seismic methods is the Full-Wave Inversion (FWI). To use this method is necessary to solve the elastic wave equation numerically. The most common method used has been finite differences. However, this method leads to errors for long simulation periods in time due to error accumulation. On the other hand, this method does not include the boundary conditions in the elastic equation solution. To avoid these issues, it is proposed to solve numerically the elastic wave equation using the finite element method. To have a better approach, it is solved the case in 1D and implemented it in Python to compare both methods. The 2D case is solved explicitly for the time building the mass and stiffness matrices, and establishing clearly how the method works, which is Finite Elements for the space and Finite Differences for the time. Afterward, it is written a script in Python to build the matrices. It is hoped that this method could be used to improve the simulation of seismic waves as part of a larger research project of FWI.
eu_rights_str_mv openAccess
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publishDate 2024
publisher.none.fl_str_mv Universidad de Investigación de Tecnología Experimental Yachay
reponame_str Repositorio Universidad Yachay Tech
repository.mail.fl_str_mv .
repository.name.fl_str_mv Repositorio Universidad Yachay Tech - Universidad Yachay Tech
repository_id_str 10284
spelling Numerical simulation of seismic waves in 2D using the finite element methodTroya Yunga, Ariel SantiagoFull waveform inversionInversión completa de forma de ondaFinite-difference methodMétodo de diferencias finitasFinite-element methodMétodo de elementos finitos.In Geology, obtaining subsurface models leads to a better understanding of it. Generally, these surveys are carried out through geophysical methods; the most widely used is seismic surveys. One of the techniques to find subsurface velocity models through seismic methods is the Full-Wave Inversion (FWI). To use this method is necessary to solve the elastic wave equation numerically. The most common method used has been finite differences. However, this method leads to errors for long simulation periods in time due to error accumulation. On the other hand, this method does not include the boundary conditions in the elastic equation solution. To avoid these issues, it is proposed to solve numerically the elastic wave equation using the finite element method. To have a better approach, it is solved the case in 1D and implemented it in Python to compare both methods. The 2D case is solved explicitly for the time building the mass and stiffness matrices, and establishing clearly how the method works, which is Finite Elements for the space and Finite Differences for the time. Afterward, it is written a script in Python to build the matrices. It is hoped that this method could be used to improve the simulation of seismic waves as part of a larger research project of FWI.En Geología, la obtención de modelos del subsuelo conduce a una mejor comprensión del mismo. Generalmente, estos estudios se realizan mediante métodos geofísicos; el más utilizado son los estudios sísmicos. Una de las técnicas para encontrar modelos de velocidad del subsuelo mediante métodos sísmicos es la Inversión de Onda Completa (FWI por sus siglas en inglés). Para utilizar este método es necesario resolver numéricamente la ecuación de la onda elástica. El método más comúnmente utilizado ha sido el de diferencias finitas, sin embargo, este método conduce a errores durante largos periodos de tiempo de simulación debido a la acumulación de errores. Por otro lado, este método implementa las condiciones de contorno en la solución de la ecuación elástica a posteriori. Para evitar estos problemas, se propone resolver numéricamente la ecuación de onda elástica usando el método de elementos finitos. Para tener un mejor enfoque, primero se resuelve el caso en 1D y se implementa en Python para comparar ambos métodos. El caso 2D se resuelve de forma explícita para el tiempo construyendo las matrices de rigidez y masa, estableciendo claramente cómo funciona el método, el cual es de elementos finitos en el espacio y diferencias finitas en el tiempo. Posteriormente, se crea un código en Python para construir las matrices anteriormente mencionadas. Se espera que este método pueda utilizarse para mejorar la simulación de ondas sísmicas como parte de un proyecto de investigación más amplio de FWI.Geólogo/aUniversidad de Investigación de Tecnología Experimental YachayPérez Roa, Richard AnselmiManzanilla Morillo, Raúl2024-03-07T10:41:39Z2024-03-07T10:41:39Z2024-03info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bachelorThesisapplication/pdfhttp://repositorio.yachaytech.edu.ec/handle/123456789/723enginfo:eu-repo/semantics/openAccessreponame:Repositorio Universidad Yachay Techinstname:Universidad Yachay Techinstacron:Yachay2025-07-08T17:50:13Zoai:repositorio.yachaytech.edu.ec:123456789/723Institucionalhttps://repositorio.yachaytech.edu.ec/Universidad públicahttps://www.yachaytech.edu.ec/https://repositorio.yachaytech.edu.ec/oaiEcuador...opendoar:102842025-07-08T17:50:13falseInstitucionalhttps://repositorio.yachaytech.edu.ec/Universidad públicahttps://www.yachaytech.edu.ec/https://repositorio.yachaytech.edu.ec/oai.Ecuador...opendoar:102842025-07-08T17:50:13Repositorio Universidad Yachay Tech - Universidad Yachay Techfalse
spellingShingle Numerical simulation of seismic waves in 2D using the finite element method
Troya Yunga, Ariel Santiago
Full waveform inversion
Inversión completa de forma de onda
Finite-difference method
Método de diferencias finitas
Finite-element method
Método de elementos finitos.
status_str publishedVersion
title Numerical simulation of seismic waves in 2D using the finite element method
title_full Numerical simulation of seismic waves in 2D using the finite element method
title_fullStr Numerical simulation of seismic waves in 2D using the finite element method
title_full_unstemmed Numerical simulation of seismic waves in 2D using the finite element method
title_short Numerical simulation of seismic waves in 2D using the finite element method
title_sort Numerical simulation of seismic waves in 2D using the finite element method
topic Full waveform inversion
Inversión completa de forma de onda
Finite-difference method
Método de diferencias finitas
Finite-element method
Método de elementos finitos.
url http://repositorio.yachaytech.edu.ec/handle/123456789/723