Classification of the Bazhenov formation using well logs (R field)

D. A. Simonov, V. Baranov, N. Bukhanov, P. Beschasova

Результат исследований: Материалы для книги/типы отчетовМатериалы для конференции

Аннотация

This paper consider the main aspects of the Bazhenov formation interpretation and applying of machine learning algorithms in cases a of Kolpashev type section of the Bazhenov formation. Application of automatic algorithms of classification which would transfer the scale of research from small to large. Machine learning algorithms help to interpret the Bazhenov formation in reference well and in the other wells. During this work the unsupervised and supervised machine learning algorithms were applied to interpret the lithology and reservoir properties. This greatly simplifies the routine problem which deals with manual interpretation and has an economic effect deal with cost of laboratory analysis.

Язык оригиналаАнглийский
Название основной публикации7th EAGE Saint Petersburg International Conference and Exhibition
Подзаголовок основной публикацииUnderstanding the Harmony of the Earth's Resources Through Integration of Geosciences
ИздательEuropean Association of Geoscientists and Engineers, EAGE
Страницы329-333
Число страниц5
ISBN (электронное издание)9781510822498
DOI
СостояниеОпубликовано - 2016
Событие7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences - Saint Petersburg, Российская Федерация
Продолжительность: 11 апр 201614 апр 2016

Серия публикаций

Название7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences

Другое

Другое7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences
СтранаРоссийская Федерация
ГородSaint Petersburg
Период11.4.1614.4.16

ASJC Scopus subject areas

  • Geology
  • Geophysics
  • Geotechnical Engineering and Engineering Geology

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  • Цитировать

    Simonov, D. A., Baranov, V., Bukhanov, N., & Beschasova, P. (2016). Classification of the Bazhenov formation using well logs (R field). В 7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences (стр. 329-333). (7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences). European Association of Geoscientists and Engineers, EAGE. https://doi.org/10.3997/2214-4609.201600093