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Effect of bubble size on ultrasound backscatter from bubble clouds in the context of gas kick detection in boreholes

Early detection of gas influx in boreholes while drilling is of significant interest to drilling operators. Several studies suggest a good correlation between ultrasound backscatter/attenuation and gas volume fraction (GVF) in drilling muds, and thereby propose methods for quantification of GVF in b...

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Autores principales: Indimath, Shivanandan, Fiorentini, Stefano, Bøklepp, Bjarne Rosvoll, Avdal, Jørgen, Johansen, Tonni Franke, Måsøy, Svein-Erik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10361960/
https://www.ncbi.nlm.nih.gov/pubmed/37479836
http://dx.doi.org/10.1038/s41598-023-38937-6
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author Indimath, Shivanandan
Fiorentini, Stefano
Bøklepp, Bjarne Rosvoll
Avdal, Jørgen
Johansen, Tonni Franke
Måsøy, Svein-Erik
author_facet Indimath, Shivanandan
Fiorentini, Stefano
Bøklepp, Bjarne Rosvoll
Avdal, Jørgen
Johansen, Tonni Franke
Måsøy, Svein-Erik
author_sort Indimath, Shivanandan
collection PubMed
description Early detection of gas influx in boreholes while drilling is of significant interest to drilling operators. Several studies suggest a good correlation between ultrasound backscatter/attenuation and gas volume fraction (GVF) in drilling muds, and thereby propose methods for quantification of GVF in boreholes. However, the aforementioned studies neglect the influence of bubble size, which can vary significantly over time. This paper proposes a model to combine existing theories for ultrasound backscatter from bubbles depending on their size, viz. Rayleigh scattering for smaller bubbles, and specular reflection for larger bubbles. The proposed model is demonstrated using simulations and experiments, where the ultrasound backscatter is evaluated from bubble clouds of varying bubbles sizes. It is shown that the size and number of bubbles strongly influence ultrasound backscatter intensity, and it is correlated to GVF only when the bubble size distribution is known. The information on bubble size is difficult to obtain in field conditions causing this correlation to break down. Consequently, it is difficult to reliably apply methods based on ultrasound backscatter, and by extension its attenuation, for the quantification of GVF during influx events in a borehole. These methods can however be applied as highly sensitive detectors of gas bubbles for GVF [Formula: see text] 1 vol[Formula: see text] .
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spelling pubmed-103619602023-07-23 Effect of bubble size on ultrasound backscatter from bubble clouds in the context of gas kick detection in boreholes Indimath, Shivanandan Fiorentini, Stefano Bøklepp, Bjarne Rosvoll Avdal, Jørgen Johansen, Tonni Franke Måsøy, Svein-Erik Sci Rep Article Early detection of gas influx in boreholes while drilling is of significant interest to drilling operators. Several studies suggest a good correlation between ultrasound backscatter/attenuation and gas volume fraction (GVF) in drilling muds, and thereby propose methods for quantification of GVF in boreholes. However, the aforementioned studies neglect the influence of bubble size, which can vary significantly over time. This paper proposes a model to combine existing theories for ultrasound backscatter from bubbles depending on their size, viz. Rayleigh scattering for smaller bubbles, and specular reflection for larger bubbles. The proposed model is demonstrated using simulations and experiments, where the ultrasound backscatter is evaluated from bubble clouds of varying bubbles sizes. It is shown that the size and number of bubbles strongly influence ultrasound backscatter intensity, and it is correlated to GVF only when the bubble size distribution is known. The information on bubble size is difficult to obtain in field conditions causing this correlation to break down. Consequently, it is difficult to reliably apply methods based on ultrasound backscatter, and by extension its attenuation, for the quantification of GVF during influx events in a borehole. These methods can however be applied as highly sensitive detectors of gas bubbles for GVF [Formula: see text] 1 vol[Formula: see text] . Nature Publishing Group UK 2023-07-21 /pmc/articles/PMC10361960/ /pubmed/37479836 http://dx.doi.org/10.1038/s41598-023-38937-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Indimath, Shivanandan
Fiorentini, Stefano
Bøklepp, Bjarne Rosvoll
Avdal, Jørgen
Johansen, Tonni Franke
Måsøy, Svein-Erik
Effect of bubble size on ultrasound backscatter from bubble clouds in the context of gas kick detection in boreholes
title Effect of bubble size on ultrasound backscatter from bubble clouds in the context of gas kick detection in boreholes
title_full Effect of bubble size on ultrasound backscatter from bubble clouds in the context of gas kick detection in boreholes
title_fullStr Effect of bubble size on ultrasound backscatter from bubble clouds in the context of gas kick detection in boreholes
title_full_unstemmed Effect of bubble size on ultrasound backscatter from bubble clouds in the context of gas kick detection in boreholes
title_short Effect of bubble size on ultrasound backscatter from bubble clouds in the context of gas kick detection in boreholes
title_sort effect of bubble size on ultrasound backscatter from bubble clouds in the context of gas kick detection in boreholes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10361960/
https://www.ncbi.nlm.nih.gov/pubmed/37479836
http://dx.doi.org/10.1038/s41598-023-38937-6
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