Integrated rock-typing approach considering petrophysics, geology and diagenesis; Journal of Economics and Social Sciences; № 17

Integrated rock-typing approach considering petrophysics, geology and diagenesis

Bibliografski detalji
Parent link:Journal of Economics and Social Sciences: electronic scientific journal.— , 2012-.— 2312-2978
№ 17.— 2021.— [4 p.]
Glavni autor: Churochkin I. I. Iljya Igorevich
Autor kompanije: School of Earth Sciences & Engineering, National Research Tomsk Polytechnic University
Sažetak: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.
Jezik:engleski
Izdano: 2021
Serija:Социологические науки
Teme:
труды учёных ТПУ
электронный ресурс
carbonates
rock typing
machine learning
Online pristup:http://earchive.tpu.ru/handle/11683/64399
Format: Elektronički Poglavlje knjige
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=586048

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