Scientific and technical journal

«Automation and Informatization of the fuel and energy complex»

ISSN 0132-2222

In this issue
Automation and Informatization of the fuel and energy complex
In this issue
№2 (571), February 2021
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DEVELOPMENT OF THE AMPLITUDE SPECTRUM CLUSTERING MODULE IN PYTHON

UDC: 550.834.05
DOI: 10.33285/0132-2222-2021-2(571)-6-11

Authors:

MURTAZIN DAMIR GUMAROVICH1,
BELYAEVA ALBINA SAGITOVNA 2

1 LLC "Gаzpromneft NTC", Saint-Petersburg, Russian Federation
2 Bashkir State Agrarian University, Ufa, Russian Federation

Keywords: seismic interpretation, clustering, python, prediction of reservoir characteristics

Annotation:

The paper discusses the problems related to the development of a software module for the implementation of the amplitude spectrum clustering technique. The paper provides a rationale for the choice of a programming language. Various clustering algorithms are tested in order to find the most optimal one for the analysis of seismic data. In addition, the paper demonstrates the effectiveness of the developed module on the example of two oil fields in the Western Siberia.

Bibliography:

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