MX2016011098A - Definicion de facies con procedimientos de clasificacion no supervisados. - Google Patents
Definicion de facies con procedimientos de clasificacion no supervisados.Info
- Publication number
- MX2016011098A MX2016011098A MX2016011098A MX2016011098A MX2016011098A MX 2016011098 A MX2016011098 A MX 2016011098A MX 2016011098 A MX2016011098 A MX 2016011098A MX 2016011098 A MX2016011098 A MX 2016011098A MX 2016011098 A MX2016011098 A MX 2016011098A
- Authority
- MX
- Mexico
- Prior art keywords
- logging data
- training set
- well logging
- well
- facies definition
- Prior art date
Links
- 238000000034 method Methods 0.000 title abstract 4
- 208000035126 Facies Diseases 0.000 title abstract 3
- 230000015572 biosynthetic process Effects 0.000 abstract 1
- 238000004590 computer program Methods 0.000 abstract 1
- 238000005755 formation reaction Methods 0.000 abstract 1
- 230000002452 interceptive effect Effects 0.000 abstract 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- E—FIXED CONSTRUCTIONS
- E21—EARTH OR ROCK DRILLING; MINING
- E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
- E21B49/00—Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V20/00—Geomodelling in general
-
- E—FIXED CONSTRUCTIONS
- E21—EARTH OR ROCK DRILLING; MINING
- E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
- E21B47/00—Survey of boreholes or wells
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V2210/00—Details of seismic processing or analysis
- G01V2210/60—Analysis
- G01V2210/66—Subsurface modeling
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V2210/00—Details of seismic processing or analysis
- G01V2210/60—Analysis
- G01V2210/66—Subsurface modeling
- G01V2210/665—Subsurface modeling using geostatistical modeling
Landscapes
- Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Physics & Mathematics (AREA)
- Mining & Mineral Resources (AREA)
- Geology (AREA)
- General Life Sciences & Earth Sciences (AREA)
- Software Systems (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Geochemistry & Mineralogy (AREA)
- Environmental & Geological Engineering (AREA)
- Fluid Mechanics (AREA)
- Geophysics (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Computing Systems (AREA)
- Data Mining & Analysis (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Engineering & Computer Science (AREA)
- Medical Informatics (AREA)
- Mathematical Physics (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Complex Calculations (AREA)
- Investigating Or Analysing Biological Materials (AREA)
- Debugging And Monitoring (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Las modalidades descritas incluyen un método, aparato y producto de programa informático para generar definición de facies. Una modalidad es un método implementado por computadora que incluye las etapas de recepción de datos de registro de pozo indicativos de una o más propiedades de formaciones geológicas en las que penetran uno o más pozos, en el que los datos de registro de pozo no incluyen conjeturas, determinación de un pozo tipo, el desarrollo de un ajuste a escala adecuado de datos de registro de pozo con base en el pozo tipo, creación de un conjunto de preparación mediante la extracción de muestras de los datos de registro de pozo a profundidades aleatorias, modificación del conjunto de preparación para eliminar datos que interfieren, puesta en práctica de un procedimiento de clasificación no supervisado en el conjunto de preparación para agrupar muestras en el conjunto de preparación, comparación de un juego de valores de los datos de registro de pozo en los grupos para clasificar litofacies del pozo tipo, desarrollo de funciones de clasificación y clasificación de pozos desconocidos con las funciones de clasificación para generar la definición de facies.
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/US2014/019570 WO2015130313A1 (en) | 2014-02-28 | 2014-02-28 | Facies definition using unsupervised classification procedures |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| MX2016011098A true MX2016011098A (es) | 2016-12-16 |
Family
ID=54009483
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| MX2016011098A MX2016011098A (es) | 2014-02-28 | 2014-02-28 | Definicion de facies con procedimientos de clasificacion no supervisados. |
Country Status (9)
| Country | Link |
|---|---|
| US (1) | US9892366B2 (es) |
| EP (1) | EP3074904A4 (es) |
| CN (1) | CN106062310A (es) |
| AU (1) | AU2014384715B2 (es) |
| CA (1) | CA2935904A1 (es) |
| MX (1) | MX2016011098A (es) |
| RU (1) | RU2016123001A (es) |
| SG (1) | SG11201604640WA (es) |
| WO (1) | WO2015130313A1 (es) |
Families Citing this family (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP3074904A4 (en) * | 2014-02-28 | 2017-07-19 | Landmark Graphics Corporation | Facies definition using unsupervised classification procedures |
| CN109113732B (zh) * | 2018-08-09 | 2022-03-29 | 中国石油天然气股份有限公司 | 储层非均质性的确定方法及装置 |
| WO2020163447A1 (en) * | 2019-02-05 | 2020-08-13 | Schlumberger Technology Corporation | Differential multi model training for multiple interpretation options |
| CN111596978A (zh) * | 2019-03-03 | 2020-08-28 | 山东英才学院 | 用人工智能进行岩相分类的网页显示方法、模块和*** |
| US20220146705A1 (en) * | 2019-03-11 | 2022-05-12 | Schlumberger Technology Corporation | Automated facies classification from well logs |
| US11105944B2 (en) * | 2019-04-30 | 2021-08-31 | Chevron U.S.A. Inc. | System and method for lateral statistical estimation of rock and fluid properties in a subsurface formation |
| KR20210150917A (ko) * | 2020-06-04 | 2021-12-13 | 에스케이이노베이션 주식회사 | 웰 로그를 학습하여 암상을 추정하는 방법 및 장치 |
| CN111753958A (zh) * | 2020-06-22 | 2020-10-09 | 成都理工大学 | 基于测井数据深度学习的灯影组微生物岩微相识别方法 |
| RU2753903C1 (ru) * | 2020-07-07 | 2021-08-24 | Федеральное государственное бюджетное учреждение науки Оренбургский федеральный исследовательский центр УрО РАН (ОФИЦ УрО РАН) | Способ классификации геодинамического состояния разрабатываемых месторождений углеводородов нефтегазоносного бассейна |
| CN112686994B (zh) * | 2020-12-01 | 2022-06-21 | 西南石油大学 | 一种海相页岩岩相分类的定量识别与三维表征方法 |
| US20230304397A1 (en) * | 2022-03-28 | 2023-09-28 | Aramco Services Company | Methods for predicting formation properties |
Family Cites Families (23)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8374974B2 (en) * | 2003-01-06 | 2013-02-12 | Halliburton Energy Services, Inc. | Neural network training data selection using memory reduced cluster analysis for field model development |
| US7054753B1 (en) * | 2003-11-14 | 2006-05-30 | Williams Ralph A | Method of locating oil and gas exploration prospects by data visualization and organization |
| US20060041409A1 (en) * | 2004-08-20 | 2006-02-23 | Chevron U.S.A. Inc. | Method for making a reservoir facies model utilizing a training image and a geologically interpreted facies probability cube |
| US20070276604A1 (en) * | 2006-05-25 | 2007-11-29 | Williams Ralph A | Method of locating oil and gas exploration prospects by data visualization and organization |
| US8126647B2 (en) * | 2008-04-07 | 2012-02-28 | Chevron U.S.A. Inc. | Lithofacies classification system and method |
| US9134457B2 (en) * | 2009-04-08 | 2015-09-15 | Schlumberger Technology Corporation | Multiscale digital rock modeling for reservoir simulation |
| US8219319B2 (en) * | 2009-12-18 | 2012-07-10 | Chevron U.S.A. Inc. | Workflow for petrophysical and geophysical formation evaluation of wireline and LWD log data |
| US8838425B2 (en) | 2010-03-18 | 2014-09-16 | Schlumberger Technology Corporation | Generating facies probablity cubes |
| CN101899971A (zh) * | 2010-05-27 | 2010-12-01 | 中国石油天然气股份有限公司 | 碳酸盐岩地层电成像测井相的识别方法及其装置 |
| CN101950359B (zh) * | 2010-10-08 | 2012-10-31 | 北京东方奔腾信息技术有限公司 | 一种岩石种类的识别方法 |
| US20120136636A1 (en) * | 2010-11-26 | 2012-05-31 | Adrian Kleine | Finite element adjustment for basin faults |
| CN102418518A (zh) * | 2011-04-12 | 2012-04-18 | 北京师范大学 | 神经网络模拟交会图识别油层水淹级别的方法 |
| EP2761329B1 (fr) * | 2011-09-30 | 2016-01-13 | Total SA | Procede de validation d'image d'entrainement pour la modelisation geostatistique multipoint du sous-sol |
| US20130325349A1 (en) * | 2012-05-31 | 2013-12-05 | Chevron U.S.A. Inc. | Methods for Generating Depofacies Classifications for Subsurface Oil or Gas Reservoirs or Fields |
| US9458713B2 (en) * | 2012-11-14 | 2016-10-04 | Repsol, S. A. | Generating hydrocarbon reservoir scenarios from limited target hydrocarbon reservoir information |
| CA2909170C (en) * | 2013-06-10 | 2020-02-18 | Exxonmobil Upstream Research Company | Determining well parameters for optimization of well performance |
| US10145985B2 (en) * | 2013-08-07 | 2018-12-04 | Landmark Graphics Corporation | Static earth model calibration methods and systems using permeability testing |
| SG11201510225PA (en) * | 2013-08-13 | 2016-01-28 | Landmark Graphics Corp | Probabilistic methodology for real time drilling |
| GB2534297B (en) * | 2013-08-28 | 2018-06-27 | Landmark Graphics Corp | Static earth model grid cell scaling and property re-sampling methods and systems |
| CN105493100A (zh) * | 2013-08-29 | 2016-04-13 | 兰德马克绘图国际公司 | 静态地球模型校准方法和*** |
| CN103487832B (zh) * | 2013-09-12 | 2016-04-06 | 电子科技大学 | 一种三维地震信号中的有监督波形分类方法 |
| EP3074904A4 (en) * | 2014-02-28 | 2017-07-19 | Landmark Graphics Corporation | Facies definition using unsupervised classification procedures |
| WO2016171778A1 (en) * | 2015-04-24 | 2016-10-27 | Exxonmobil Upstream Research Company | Seismic stratigraphic surface classification |
-
2014
- 2014-02-28 EP EP14883625.7A patent/EP3074904A4/en not_active Withdrawn
- 2014-02-28 RU RU2016123001A patent/RU2016123001A/ru not_active Application Discontinuation
- 2014-02-28 MX MX2016011098A patent/MX2016011098A/es unknown
- 2014-02-28 US US14/768,188 patent/US9892366B2/en active Active
- 2014-02-28 CN CN201480067997.0A patent/CN106062310A/zh active Pending
- 2014-02-28 AU AU2014384715A patent/AU2014384715B2/en not_active Ceased
- 2014-02-28 SG SG11201604640WA patent/SG11201604640WA/en unknown
- 2014-02-28 CA CA2935904A patent/CA2935904A1/en not_active Abandoned
- 2014-02-28 WO PCT/US2014/019570 patent/WO2015130313A1/en active Application Filing
Also Published As
| Publication number | Publication date |
|---|---|
| RU2016123001A3 (es) | 2018-04-02 |
| CN106062310A (zh) | 2016-10-26 |
| EP3074904A4 (en) | 2017-07-19 |
| SG11201604640WA (en) | 2016-07-28 |
| RU2016123001A (ru) | 2018-04-02 |
| AU2014384715A1 (en) | 2016-06-23 |
| CA2935904A1 (en) | 2015-09-03 |
| AU2014384715B2 (en) | 2017-11-23 |
| WO2015130313A1 (en) | 2015-09-03 |
| US20160364654A1 (en) | 2016-12-15 |
| US9892366B2 (en) | 2018-02-13 |
| EP3074904A1 (en) | 2016-10-05 |
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