Neftyanaya Provintsiya
electronic peer-reviewed scholarly publication
Neftyanaya provintsiya No. 3(39), 2024

Applying simultaneous inversion data to predict net reservoirs in the Triassic acid volcanic rocks of the southern periphery of West Siberia

А.V. Shakhov, O.V. Elisheva, N.N. Kondrashova, U.V. Shilova, M.N. Melnikova
DOI: https://doi.org/10.25689/NP.2024.3.67-95

Abstract


The interest in hydrocarbon accumulations in the interval of the Pre-Jurassic basement of the West Siberian Basin is not fading, despite the fact that most of the discoveries in this interval are still unsystematic. In most cases, only a few reservoirs are put into commercial development, the reason being the difficulties related to reservoir prediction and their localization in geospatial space. Specialists solve the problem using different approaches. In this paper, one of the approaches is proposed based on the integration of well data and 3D CDP seismic materials. It was used on the Kirilkinsky Area of the Uvat District in the south of the Tyumen Region, where oil accumulations have been discovered in the volcanic rock of the Triassic. To implement the approach, the general structure of the Pre-Jurassic interval was studied as part of the work. In the zone of the volcanic rock development within which is adjacent to the bottom of the sedimentary cover, the interval of the Pre-Jurassic basement is divided into two levels: the lower one is the unchanged rocks of various composition, and the second one is the rocks that have undergone secondary metasomatic change. According to the material composition analysis, six main macro-petrotypes have been identified. Five of them are classified as reservoirs of varying properties, and one is classified as non-reservoir. In uncored wells, the material composition was restored using neural network modeling based on Kohonen maps. To interpret net reservoirs, an approach was used based on a comparison of the inflow profiles recorded in the perforated intervals, well logging interpretations, geophysical surveys, and electric microscanner data. The identified pore-vuggy type of reservoirs in the highly modified volcanic rock es made it possible to use the results of simultaneous inversion for net-reservoir prediction. The results of the study allowed to localize reservoir development zones within the Kirilkinsky Area in the interval of the Pre-Jurassic basement and to build seismogeological models of existing discoveries in order to book the reserves.

Key words:

net-reservoirs of the Pre-Jurassic basement, neural network modeling of the Kohonen map, simultaneous inversion and predictions in the Pre-Jurassic complex, petrotypes of the Pre-Jurassic basement of the West Siberian Basin, prediction technologies in the Pre-Jurassic basement

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Authors

А.V. Shakhov, Section Head, Dynamic Interpretation of Seismic Data, Tyumen Petroleum Research Center
79/1, Osipenko Str., Tyumen, 625000, Russian Federation
E-mail: avshakhov@tnnc.rosneft.ru

O.V. Elisheva, Expert in Geology, Hydrocarbon Potential Department, Tyumen Petroleum Research Center
79/1, Osipenko Str., Tyumen, 625000, Russian Federation
E-mail: ovelisheva@tnnc.rosneft.ru
Scopus author ID: 57112661300
SPIN: 9449-0683
ORCID: https://orcid.org/0000-0003-2823-3503

N.N. Kondrashova, Manager of the Department of Geology and Seismic Interpretation, Tyumen Petroleum Research Center
79/1, Osipenko Str., Tyumen, 625000, Russian Federation
E-mail: nnkondrashova@tnnc.rosneft.ru

U.V. Shilova, Head of the GIS and Core Interpretation Sector of the Exploration Support Department, Tyumen Petroleum Research Center
79/1, Osipenko Str., Tyumen, 625000, Russian Federation
E-mail: YVShilova@tnnc.rosneft.ru

M.N. Melnikova, Chief Specialist of the Department of Geology and Seismic Interpretation, Tyumen Petroleum Research Center
79/1, Osipenko Str., Tyumen, 625000, Russian Federation
E-mail: mnmelnikova@tnnc.rosneft.ru

For citation:

А.V. Shakhov, O.V. Elisheva, N.N. Kondrashova, U.V. Shilova, M.N. Melnikova Opyt prognoza kollektorov v kislykh effuzivakh triasa yuzhnoy periferii Zapadnoy Sibiri po dannym sinkhronnoy inversii [Applying simultaneous inversion data to predict net reservoirs in the Triassic acid volcanic rocks of the southern periphery of West Siberia]. Neftyanaya Provintsiya, No. 3(39), 2024. pp. 67-95. DOI https://doi.org/10.25689/NP.2024.3.67-95. EDN FCLRSD (in Russian)

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