Assessment of the characteristics of the geological section of wells based on probabilistic-fuzzy analysis of complex geophysical and geological-technological information

As it is known, the use of complex geological, geophysical and technological information forms the basis of the technological decisions made. The efficiency of well drilling largely depends on the quality of the information received. At the same time, obtaining and using such information requires the parallel use of modern methods of data processing and information analysis. In recent years, a large number of studies have been accumulated on the process of interaction of a rock-cutting tool with rock, which propose methods and means for determining the physical and mechanical properties and abrasiveness of rocks, and ways to use information in assessing their drillability. Experimental studies conducted on core sludge material, studies based on the analysis of geological, geophysical, technological information, as well as those based on classification methods are among them. As practice shows, the use of the results of geological and technological information (GTI) in combination with geophysical surveys of wells (GSW) allows for a deeper study of the section and thereby improves the quality of decisions made. The noted circumstance, as well as the experience of drilling wells and numerous studies indicate the need for comprehensive research based on the use of the results of geophysical and geological-technological research of wells, which also requires the use of appropriate methods of data processing and information analysis. Taking into account the above, the article considers to the analysis of information obtained during drilling, assessment of the drillability of rocks, their classification by section and thereby the preparation of better information taking into account uncertainties in decision making. Keywords: geological and technological information; rock properties; homogeneous intervals; hardness; abrasiveness.

Authors

Publication Details

Journal
Proceedings of OilGasScientificResearchProjects Institute SOCAR
Published
2024-09-30
DOI
https://doi.org/10.5510/ogp20240300987
Primary Topic
Advanced Data Processing Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Assessment of the characteristics of the geological section of wells based on probabilistic-fuzzy analysis of complex geophysical and geological-technological information

I. A. Piriverdiyev, M. K. Karazhanova, G. М. Efendiyev, M. B. Asgarov et al.
Proceedings of OilGasScientificResearchProjects Institute SOCAR
Advanced Data Processing Techniques
article

Assessment of the characteristics of the geological section of wells based on probabilistic-fuzzy analysis of complex geophysical and geological-technological information

I. A. Piriverdiyev, M. K. Karazhanova, G. М. Efendiyev, M. B. Asgarov, A. G. Kasanova
article en

Abstract

As it is known, the use of complex geological, geophysical and technological information forms the basis of the technological decisions made. The efficiency of well drilling largely depends on the quality of the information received. At the same time, obtaining and using such information requires the parallel use of modern methods of data processing and information analysis. In recent years, a large number of studies have been accumulated on the process of interaction of a rock-cutting tool with rock, which propose methods and means for determining the physical and mechanical properties and abrasiveness of rocks, and ways to use information in assessing their drillability. Experimental studies conducted on core sludge material, studies based on the analysis of geological, geophysical, technological information, as well as those based on classification methods are among them. As practice shows, the use of the results of geological and technological information (GTI) in combination with geophysical surveys of wells (GSW) allows for a deeper study of the section and thereby improves the quality of decisions made. The noted circumstance, as well as the experience of drilling wells and numerous studies indicate the need for comprehensive research based on the use of the results of geophysical and geological-technological research of wells, which also requires the use of appropriate methods of data processing and information analysis. Taking into account the above, the article considers to the analysis of information obtained during drilling, assessment of the drillability of rocks, their classification by section and thereby the preparation of better information taking into account uncertainties in decision making. Keywords: geological and technological information; rock properties; homogeneous intervals; hardness; abrasiveness.

Proceedings of OilGasScientificResearchProjects Institute SOCAR(3)
Openalex Percentile: Top 71%
Advanced Data Processing Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.