Integrated rock-typing approach considering petrophysics, geology and diagenesis

Integrated rock-typing approach considering petrophysics, geology and diagenesis

التفاصيل البيبلوغرافية
Parent link:Journal of Economics and Social Sciences: electronic scientific journal.— , 2012-.— 2312-2978
№ 17.— 2021.— [4 p.]
المؤلف الرئيسي: Churochkin I. I. Iljya Igorevich
مؤلف مشترك: School of Earth Sciences & Engineering, National Research Tomsk Polytechnic University
الملخص:Title screen
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.
منشور في: 2021
سلاسل:Социологические науки
الموضوعات:
труды учёных ТПУ
электронный ресурс
carbonates
rock typing
machine learning
الوصول للمادة أونلاين:http://earchive.tpu.ru/handle/11683/64399
التنسيق: الكتروني فصل الكتاب
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=586048

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