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Micromechanics modelling for mineral volume fraction determination: application on a terrigenous formation

This work presents a non-linear Self-Consistent (SC) micromechanics method to model the observed physical elastic properties of a terrigenous formation with the purpose to obtain its depth mineral volume fractions profile. In this approach, it is first assumed that the observed physical elastic prop...

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Autores principales: Nicolás-López, Rubén, Meléndez-Martínez, Jaime, López-Lena-Estrada, Alfredo, Valdiviezo-Mijangos, Oscar C., Couder-Castañeda, Carlos, Coconi-Morales, Enrique, España-Pinto, José A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7538929/
https://www.ncbi.nlm.nih.gov/pubmed/33024192
http://dx.doi.org/10.1038/s41598-020-73775-w
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author Nicolás-López, Rubén
Meléndez-Martínez, Jaime
López-Lena-Estrada, Alfredo
Valdiviezo-Mijangos, Oscar C.
Couder-Castañeda, Carlos
Coconi-Morales, Enrique
España-Pinto, José A.
author_facet Nicolás-López, Rubén
Meléndez-Martínez, Jaime
López-Lena-Estrada, Alfredo
Valdiviezo-Mijangos, Oscar C.
Couder-Castañeda, Carlos
Coconi-Morales, Enrique
España-Pinto, José A.
author_sort Nicolás-López, Rubén
collection PubMed
description This work presents a non-linear Self-Consistent (SC) micromechanics method to model the observed physical elastic properties of a terrigenous formation with the purpose to obtain its depth mineral volume fractions profile. In this approach, it is first assumed that the observed physical elastic properties obtained from well logs, such as the density [Formula: see text] and the elastic compressional [Formula: see text] and shear [Formula: see text] velocities, are a non-linear relationship of the unknown mineral volume fractions [Formula: see text] . Then, a gradient descent algorithm is implemented to seek for those volume fractions [Formula: see text] for which differences between modelled and observed physical elastic properties are minimum. It is assumed that quartz, calcite and clay are the main comprising minerals of the formation. Obtained volume fractions profile follow the same general trends to those estimated by implementing the Linear Least-Squares Inversion LLSI method which is widely used in petrophysical analysis to obtain mineral concentrations from density [Formula: see text] , photoelectric effect [Formula: see text] and compressional slowness [Formula: see text] well logs. Results also show that calcite and clay volume fractions from these two methods are highly correlated while quartz volume fractions show low correlation. Further comparison between clay concentrations from SC method with clay concentrations calculated from direct measurements of gamma ray GR well logs used as a guideline also exhibits high correlation. These results suggest that the SC method is better suited to obtain clay and calcite volume fractions rather than quartz volume fractions. However, SC method can provide with insights about the general distribution of quartz along the borehole.
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spelling pubmed-75389292020-10-08 Micromechanics modelling for mineral volume fraction determination: application on a terrigenous formation Nicolás-López, Rubén Meléndez-Martínez, Jaime López-Lena-Estrada, Alfredo Valdiviezo-Mijangos, Oscar C. Couder-Castañeda, Carlos Coconi-Morales, Enrique España-Pinto, José A. Sci Rep Article This work presents a non-linear Self-Consistent (SC) micromechanics method to model the observed physical elastic properties of a terrigenous formation with the purpose to obtain its depth mineral volume fractions profile. In this approach, it is first assumed that the observed physical elastic properties obtained from well logs, such as the density [Formula: see text] and the elastic compressional [Formula: see text] and shear [Formula: see text] velocities, are a non-linear relationship of the unknown mineral volume fractions [Formula: see text] . Then, a gradient descent algorithm is implemented to seek for those volume fractions [Formula: see text] for which differences between modelled and observed physical elastic properties are minimum. It is assumed that quartz, calcite and clay are the main comprising minerals of the formation. Obtained volume fractions profile follow the same general trends to those estimated by implementing the Linear Least-Squares Inversion LLSI method which is widely used in petrophysical analysis to obtain mineral concentrations from density [Formula: see text] , photoelectric effect [Formula: see text] and compressional slowness [Formula: see text] well logs. Results also show that calcite and clay volume fractions from these two methods are highly correlated while quartz volume fractions show low correlation. Further comparison between clay concentrations from SC method with clay concentrations calculated from direct measurements of gamma ray GR well logs used as a guideline also exhibits high correlation. These results suggest that the SC method is better suited to obtain clay and calcite volume fractions rather than quartz volume fractions. However, SC method can provide with insights about the general distribution of quartz along the borehole. Nature Publishing Group UK 2020-10-06 /pmc/articles/PMC7538929/ /pubmed/33024192 http://dx.doi.org/10.1038/s41598-020-73775-w Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Nicolás-López, Rubén
Meléndez-Martínez, Jaime
López-Lena-Estrada, Alfredo
Valdiviezo-Mijangos, Oscar C.
Couder-Castañeda, Carlos
Coconi-Morales, Enrique
España-Pinto, José A.
Micromechanics modelling for mineral volume fraction determination: application on a terrigenous formation
title Micromechanics modelling for mineral volume fraction determination: application on a terrigenous formation
title_full Micromechanics modelling for mineral volume fraction determination: application on a terrigenous formation
title_fullStr Micromechanics modelling for mineral volume fraction determination: application on a terrigenous formation
title_full_unstemmed Micromechanics modelling for mineral volume fraction determination: application on a terrigenous formation
title_short Micromechanics modelling for mineral volume fraction determination: application on a terrigenous formation
title_sort micromechanics modelling for mineral volume fraction determination: application on a terrigenous formation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7538929/
https://www.ncbi.nlm.nih.gov/pubmed/33024192
http://dx.doi.org/10.1038/s41598-020-73775-w
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