Generation of the probabilistic and statistical model for total organic carbon differentiation of rocks in the Perm region

UDK: 553.98
DOI: 10.24887/0028-2448-2023-12-100-104
Key words: geochemical parameters, organic carbon, epigenetic bitumoids, statistical data analysis, hydrocarbon plays, tectonic elements, total organic carbon (TOC) differentiation
Authors: V.L. Voevodkin (LUKOIL PJSC, RF, Moscow), D.V. Antonov (LUKOIL-Engineering LLC, RF, Moscow), V.I. Galkin (Perm National Research Polytechnic University, RF, Perm), I.A. Kozlova (Perm National Research Polytechnic University, RF, Perm)

The characteristic of the geological and geochemical conditions of sedimentation of the main oil and gas strata in the section of the Perm region is given. A multivariate analysis of the geochemical characteristics of the DOM was carried out in the context of the hydrocarbon plays within the tectonic units of the platform and the Pre-Ural fore deep. Correlation interactions between the geochemical and bituminological characteristics of the DOM have been studied for each stratum. Using the scientific hypothesis of N.B. Vassoevich on the relationship between the bituminoid coefficient and the organic carbon content, the authors, using statistical analysis methods, for the first time, the division of the DOM into three main types – idiogenous, epigenetic and mixed has been justified at the quantitative level. The constructed linear regressive models and discriminant functions made it possible to justify the distribution of the DOM types in all sedimentary complexes of the Perm region. The patterns of distribution of the selected types of the DOM according to the to the difference in bituminological composition for all tectonic units of the Perm region are investigated. The lines have been established between the types of the DOM for all tectonic elements. The line between the idiogenous type of the DOM and the mixed type by bituminoid coefficient value is in the range of 15-18%, and between the mixed and epigenetic in the range of 28-32%. For the territories of the Bashkir arch and the Solikamsk sag, the values of TOC for mixed and epigenetic types of the DOM are less than 8%, and the main part of the idiogenous DOM is characterized by a concentration of TOC not exceeding 10%. The values of TOC concentrations for mixed and epigenetic DOM types in the context of the territory of the Yazva-Chusovaya structural zone do not exceed 2%. The main part of the idiogenous DOM is characterized by a concentration of TOC not exceeding 6%. The various processes of differentiation of the dispersed organic matter of the rocks of the main hydrocarbon plays for the territory of the platform and the fore deep are statistically substantiated. Based on the obtained percentage of types, a scheme of quantitative distribution of migrationally capable epigenetic bitumoids within the tectonic elements of the Perm region is drawn.

References

1. Voevodkin V.L., Galkin V.I., Galkin S.V., Rastegaev A.V., Determination of promising directions for searching for oil and gas fields in the Perm region using probabilistic and statistical methods (In Russ.), Nauka – proizvodstvu, 2006, no. 1, pp. 1-5.

2. Voevodkin V.L., Galkin V.I., Krivoshchekov S.N., Investigation of the effect of oil-content and research criteria in the Perm region on the hydrocarbon deposits distribution (In Russ.), Neftyanoe khozyaystvo = Oil Industry, 2012, no. 6, pp. 30-34.

3. Galkin V.I., Kozlova I.A., Krivoshchekov S.N., Nosov M.A., Solutions to regional problems of forecasting oil bearing according to geological and geochemical analysis of dispersed organic matter of Domanic type rocks (In Russ.), Neftyanoe khozyaystvo = Oil Industry, 2015, no. 1, pp. 21-23.

4. Kozlova I.A., Krivoshchekov S.N., Sannikov I.V., Estimate of the petroleum potential of the western Solikamsk depression based on geochemical and geodynamic data (In Russ.), Neftyanoe khozyaystvo = Oil Industry, 2014, no. 6, pp. 12-15.

5. Galkin V.I., Koshkin K.A., Melkishev O.A., The justification of zonal oil and gas potential of the territory of Visimskaya monocline by geochemical criteria (In Russ.), Vestnik Permskogo natsional’nogo issledovatel’skogo politekhnicheskogo universiteta. Geologiya. Neftegazovoe i gornoe delo = Perm Journal of Petroleum and Mining Engineering, 2018, V. 18, no. 1, pp. 4–15, DOI: http://doi.org/10.15593/2224-9923/2018.3.1

6. Voevodkin V.L., Galkin V.I., Kozlova I.A., Krivoshchekov S.N., Kozlov A.S., Hydrocarbons migration volumes within the limits of Solikamsk Depression (Pre-Ural Deflection) and possibilities of its use for the oil and gas content forecast (In Russ.), Geologiya, geofizika i razrabotka neftyanykh i gazovykh mestorozhdeniy, 2010, no. 12, pp. 6-11.

7. Galkin V.I., Kozlova I.A., Development of probabilistic-statistical regional-zoning models of oil and gas potential prediction based on the data of geochemical studies of the upper Devonian carbonate deposits (In Russ.), Geologiya, geofizika i razrabotka neftyanykh i gazovykh mestorozhdeniy, 2016, no. 6, pp. 40-45.

8. Galkin V.I., Karaseva T.V., Kozlova I.A. et al., Differentiated probabilistic assessment of the generation processes in Domanic sediments of Perm region (In Russ.), Neftyanoe khozyaystvo = Oil Industry, 2014, no. 12, pp. 103-105.

9. Vassoevich N.B., Neftegazonosnost’ osadochnykh basseynov (Oil and gas bearing of sedimentary basins), Moscow: Nauka Publ., 1988, 260 p.

10. Vassoevich N.B., Korchagina Yu.I., Lopatin N.V., Main phase of oil formation (In Russ.), Vestnik MGU. Seriya 4, Geologiya, 1969, no. 6, pp. 3-27.



Attention!
To buy the complete text of article (Russian version a format - PDF) or to read the material which is in open access only the authorized visitors of the website can. .