Neural geological-genetic and radiogeochemical forecast model of oil-bearing Helds

Division for Electronic Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In recent years, oil and gas exploration are increasingly turning to direct methods to identify accumulations of hydrocarbons (magnetometry, radiometry, geochemical methods, etc.). Similar works are tested high in the Tomsk region, near the Ob basin. In this paper we present some results of testing of geological and genetic models and radiogeochemical occurrence of hydrocarbons in relation to various oil and gas complexes, with the development of neural network methods of analysis and forecasting, formulated proposals for their integrated use.

Original language	English
Title of host publication	IOP Conference Series: Materials Science and Engineering
Publisher	Institute of Physics Publishing
Volume	81
Edition	1
DOIs	https://doi.org/10.1088/1757-899X/81/1/012106
Publication status	Published - 23 Apr 2015
Event	International Scientific Conference on Radiation-Thermal Effects and Processes in Inorganic Materials, RTEP 2014 - Tomsk, Russian Federation Duration: 3 Nov 2014 → 8 Nov 2014

Other

Other	International Scientific Conference on Radiation-Thermal Effects and Processes in Inorganic Materials, RTEP 2014
Country	Russian Federation
City	Tomsk
Period	3.11.14 → 8.11.14

Fingerprint

ASJC Scopus subject areas

Engineering(all)
Materials Science(all)

Cite this

Gorbachev, S. V., & Kurkan, I. K. (2015). Neural geological-genetic and radiogeochemical forecast model of oil-bearing Helds. In IOP Conference Series: Materials Science and Engineering (1 ed., Vol. 81). [012106] Institute of Physics Publishing. https://doi.org/10.1088/1757-899X/81/1/012106

Gorbachev, SV & Kurkan, IK 2015, Neural geological-genetic and radiogeochemical forecast model of oil-bearing Helds. in IOP Conference Series: Materials Science and Engineering. 1 edn, vol. 81, 012106, Institute of Physics Publishing, International Scientific Conference on Radiation-Thermal Effects and Processes in Inorganic Materials, RTEP 2014, Tomsk, Russian Federation, 3.11.14. https://doi.org/10.1088/1757-899X/81/1/012106

@inproceedings{5acee71aaa774920bbfda38a150b92b9,

title = "Neural geological-genetic and radiogeochemical forecast model of oil-bearing Helds",

abstract = "In recent years, oil and gas exploration are increasingly turning to direct methods to identify accumulations of hydrocarbons (magnetometry, radiometry, geochemical methods, etc.). Similar works are tested high in the Tomsk region, near the Ob basin. In this paper we present some results of testing of geological and genetic models and radiogeochemical occurrence of hydrocarbons in relation to various oil and gas complexes, with the development of neural network methods of analysis and forecasting, formulated proposals for their integrated use.",

author = "Gorbachev, {S. V.} and Kurkan, {I. K.}",

year = "2015",

month = "4",

day = "23",

doi = "10.1088/1757-899X/81/1/012106",

language = "English",

volume = "81",

booktitle = "IOP Conference Series: Materials Science and Engineering",

publisher = "Institute of Physics Publishing",

edition = "1",

note = "International Scientific Conference on Radiation-Thermal Effects and Processes in Inorganic Materials, RTEP 2014 ; Conference date: 03-11-2014 Through 08-11-2014",

}

TY - GEN

T1 - Neural geological-genetic and radiogeochemical forecast model of oil-bearing Helds

AU - Gorbachev, S. V.

AU - Kurkan, I. K.

PY - 2015/4/23

Y1 - 2015/4/23

N2 - In recent years, oil and gas exploration are increasingly turning to direct methods to identify accumulations of hydrocarbons (magnetometry, radiometry, geochemical methods, etc.). Similar works are tested high in the Tomsk region, near the Ob basin. In this paper we present some results of testing of geological and genetic models and radiogeochemical occurrence of hydrocarbons in relation to various oil and gas complexes, with the development of neural network methods of analysis and forecasting, formulated proposals for their integrated use.

AB - In recent years, oil and gas exploration are increasingly turning to direct methods to identify accumulations of hydrocarbons (magnetometry, radiometry, geochemical methods, etc.). Similar works are tested high in the Tomsk region, near the Ob basin. In this paper we present some results of testing of geological and genetic models and radiogeochemical occurrence of hydrocarbons in relation to various oil and gas complexes, with the development of neural network methods of analysis and forecasting, formulated proposals for their integrated use.

UR - http://www.scopus.com/inward/record.url?scp=84930445150&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84930445150&partnerID=8YFLogxK

U2 - 10.1088/1757-899X/81/1/012106

DO - 10.1088/1757-899X/81/1/012106

M3 - Conference contribution

AN - SCOPUS:84930445150

VL - 81

BT - IOP Conference Series: Materials Science and Engineering

PB - Institute of Physics Publishing

T2 - International Scientific Conference on Radiation-Thermal Effects and Processes in Inorganic Materials, RTEP 2014

Y2 - 3 November 2014 through 8 November 2014

ER -

Access to Document

10.1088/1757-899X/81/1/012106