ON AUTOMATED QUALITY CONTROL OF GEOPHYSICAL WELL LOGGING DATA
The development of scientific principles, methods, and techniques of the automated control of the primary data recorded in the geophysical well logging is considered. The issue of termination of logging on a particular well is often associated with subjective expert assessments. The need for automat...
| Main Authors: | , |
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| Format: | Article |
| Language: | Russian |
| Published: |
Don State Technical University
2014-09-01
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| Series: | Advanced Engineering Research |
| Subjects: | |
| Online Access: | https://www.vestnik-donstu.ru/jour/article/view/330 |
| _version_ | 1797881393714298880 |
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| author | Roman Victorovich Pelmegov Artem Georgiyevich Kudelin |
| author_facet | Roman Victorovich Pelmegov Artem Georgiyevich Kudelin |
| author_sort | Roman Victorovich Pelmegov |
| collection | DOAJ |
| description | The development of scientific principles, methods, and techniques of the automated control of the primary data recorded in the geophysical well logging is considered. The issue of termination of logging on a particular well is often associated with subjective expert assessments. The need for automated detection of errors and quality control of the recorded data during or immediately upon completion of studies is discussed. A brief analysis of the unreliability symptoms of record fragments is provided. An algorithm using iterative modeling techniques of incomplete data with low-dimensional manifolds for solving the problem of assessing the quality of the well logging data is proposed. Examples demonstrating the high efficiency of the iterative modeling methods for incomplete data using low-dimensional manifolds in the problem of space filling of geophysical study data are given; and the results of the numerical experiments on solving the problem of data quality control of electric logging are provided. |
| first_indexed | 2024-04-10T03:19:19Z |
| format | Article |
| id | doaj.art-d22b7d57058b4b019dc907193e7b019d |
| institution | Directory Open Access Journal |
| issn | 2687-1653 |
| language | Russian |
| last_indexed | 2024-04-10T03:19:19Z |
| publishDate | 2014-09-01 |
| publisher | Don State Technical University |
| record_format | Article |
| series | Advanced Engineering Research |
| spelling | doaj.art-d22b7d57058b4b019dc907193e7b019d2023-03-13T07:31:25ZrusDon State Technical UniversityAdvanced Engineering Research2687-16532014-09-01143455510.12737/5716323ON AUTOMATED QUALITY CONTROL OF GEOPHYSICAL WELL LOGGING DATARoman Victorovich Pelmegov0Artem Georgiyevich Kudelin1Ухтинский государственный технический университет, РоссияУхтинский государственный технический университет, РоссияThe development of scientific principles, methods, and techniques of the automated control of the primary data recorded in the geophysical well logging is considered. The issue of termination of logging on a particular well is often associated with subjective expert assessments. The need for automated detection of errors and quality control of the recorded data during or immediately upon completion of studies is discussed. A brief analysis of the unreliability symptoms of record fragments is provided. An algorithm using iterative modeling techniques of incomplete data with low-dimensional manifolds for solving the problem of assessing the quality of the well logging data is proposed. Examples demonstrating the high efficiency of the iterative modeling methods for incomplete data using low-dimensional manifolds in the problem of space filling of geophysical study data are given; and the results of the numerical experiments on solving the problem of data quality control of electric logging are provided.https://www.vestnik-donstu.ru/jour/article/view/330геофизические исследованияконтроль качестваитерационное моделированиеавтоматизация. |
| spellingShingle | Roman Victorovich Pelmegov Artem Georgiyevich Kudelin ON AUTOMATED QUALITY CONTROL OF GEOPHYSICAL WELL LOGGING DATA Advanced Engineering Research геофизические исследования контроль качества итерационное моделирование автоматизация. |
| title | ON AUTOMATED QUALITY CONTROL OF GEOPHYSICAL WELL LOGGING DATA |
| title_full | ON AUTOMATED QUALITY CONTROL OF GEOPHYSICAL WELL LOGGING DATA |
| title_fullStr | ON AUTOMATED QUALITY CONTROL OF GEOPHYSICAL WELL LOGGING DATA |
| title_full_unstemmed | ON AUTOMATED QUALITY CONTROL OF GEOPHYSICAL WELL LOGGING DATA |
| title_short | ON AUTOMATED QUALITY CONTROL OF GEOPHYSICAL WELL LOGGING DATA |
| title_sort | on automated quality control of geophysical well logging data |
| topic | геофизические исследования контроль качества итерационное моделирование автоматизация. |
| url | https://www.vestnik-donstu.ru/jour/article/view/330 |
| work_keys_str_mv | AT romanvictorovichpelmegov onautomatedqualitycontrolofgeophysicalwellloggingdata AT artemgeorgiyevichkudelin onautomatedqualitycontrolofgeophysicalwellloggingdata |