Integrated rock-typing approach considering petrophysics, geology and diagenesis
Электронный архив ТПУ
Информация об архиве | Просмотр оригинала| Поле | Значение | |
| Заглавие |
Integrated rock-typing approach considering petrophysics, geology and diagenesis
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| Автор |
Churochkin, Iljya Igorevich
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| Тематика |
carbonates
rock typing machine learning |
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| Описание |
Development of oil and gas field with carbonate reservoirs is quite challenging due to its high heterogeneity (diagenesis, fractures, wetting, leaching, recrystallization etc.). There is no universal rock-typing methodology in order to define groups of rocks in petrophysics, geology and diagenesis. This work proposed integrated approach of rock-typing by using clustering algorithms. At the first stage three homogeneous groups were defined by using well logs. Then the groups were confirmed by lithological description of the core data and capillary pressure curves. For further development, it is better to try different clustering algorithms and use data from several wells simultaneously. This will help to construct geological model.
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| Дата |
2021-02-09T18:38:40Z
2021-02-09T18:38:40Z 2021 |
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| Тип |
Article
Journal article (info:eu-repo/semantics/article) Published version (info:eu-repo/semantics/publishedVersion) |
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| Идентификатор |
Churochkin I. I. Integrated rock-typing approach considering petrophysics, geology and diagenesis / I. I. Churochkin // Journal of Economics and Social Sciences. — 2021. — № 17. — [4 p.].
2312-2978 http://earchive.tpu.ru/handle/11683/64399 |
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| Язык |
en
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| Связанные ресурсы |
Journal of Economics and Social Sciences. 2021. № 17
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| Права |
Open access (info:eu-repo/semantics/openAccess)
Attribution-NonCommercial 4.0 International https://creativecommons.org/licenses/by-nc/4.0/ |
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| Формат |
application/pdf
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| Издатель |
Tomsk Polytechnic University
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| Источник |
Journal of Economics and Social Sciences
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