MX2021001587A - Deteccion y correccion automatica de anomalias en datos de registro. - Google Patents
Deteccion y correccion automatica de anomalias en datos de registro.Info
- Publication number
- MX2021001587A MX2021001587A MX2021001587A MX2021001587A MX2021001587A MX 2021001587 A MX2021001587 A MX 2021001587A MX 2021001587 A MX2021001587 A MX 2021001587A MX 2021001587 A MX2021001587 A MX 2021001587A MX 2021001587 A MX2021001587 A MX 2021001587A
- Authority
- MX
- Mexico
- Prior art keywords
- curve
- boreholes
- log data
- automatically detecting
- anomalies
- Prior art date
Links
- 238000010801 machine learning Methods 0.000 abstract 1
- 238000005259 measurement Methods 0.000 abstract 1
- 238000000034 method Methods 0.000 abstract 1
Classifications
-
- 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
- E21B41/00—Equipment or details not covered by groups E21B15/00 - E21B40/00
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V11/00—Prospecting or detecting by methods combining techniques covered by two or more of main groups G01V1/00 - G01V9/00
-
- 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
- E21B2200/00—Special features related to earth drilling for obtaining oil, gas or water
- E21B2200/20—Computer models or simulations, e.g. for reservoirs under production, drill bits
-
- 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
Landscapes
- Life Sciences & Earth Sciences (AREA)
- Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Geology (AREA)
- Mining & Mineral Resources (AREA)
- General Life Sciences & Earth Sciences (AREA)
- Environmental & Geological Engineering (AREA)
- Fluid Mechanics (AREA)
- Geochemistry & Mineralogy (AREA)
- General Physics & Mathematics (AREA)
- Geophysics (AREA)
- Geophysics And Detection Of Objects (AREA)
Abstract
Un método de exploración geológica se inicia al obtener mediciones y calcular propiedades a lo largo de pozos de exploración en un área de interés para generar datos de registros que incluyen varias curvas. Las anomalías se detectan a lo largo de por lo menos una curva de uno de los pozos de perforación. Un regresor de aprendizaje automático se entrena con el uso de una o más curvas sin valores de anomalías de uno de los pozos de exploración y/o de otro pozo similar entre los pozos de exploración, para predecir una curva sintética correspondiente a la por lo menos una curva. Después la curva sintética se mezcla en la por lo menos una curva.
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201862736059P | 2018-09-25 | 2018-09-25 | |
| US201862749345P | 2018-10-23 | 2018-10-23 | |
| PCT/IB2018/001615 WO2020065365A1 (en) | 2018-09-25 | 2018-12-28 | Automatically detecting and correcting anomalies in log data |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| MX2021001587A true MX2021001587A (es) | 2021-04-19 |
Family
ID=65685832
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| MX2021001587A MX2021001587A (es) | 2018-09-25 | 2018-12-28 | Deteccion y correccion automatica de anomalias en datos de registro. |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US11965399B2 (es) |
| EP (1) | EP3857025A1 (es) |
| BR (1) | BR112021001030A2 (es) |
| CA (1) | CA3106591A1 (es) |
| MX (1) | MX2021001587A (es) |
| WO (1) | WO2020065365A1 (es) |
Families Citing this family (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11494253B2 (en) * | 2019-09-30 | 2022-11-08 | EMC IP Holding Company LLC | Data record anomaly reconciliation using machine learning models |
| US11952868B2 (en) | 2020-04-07 | 2024-04-09 | Saudi Arabian Oil Company | Methods for generating synthetic production logs for perforated intervals of a plurality of wells |
| US11898435B2 (en) * | 2020-09-25 | 2024-02-13 | Halliburton Energy Services, Inc. | Correcting borehole images using machine-learning models |
| CN112199670B (zh) * | 2020-09-30 | 2023-04-07 | 西安理工大学 | 一种基于深度学习改进iforest对行为异常检测的日志监控方法 |
| US20220120174A1 (en) * | 2020-10-16 | 2022-04-21 | Halliburton Energy Services, Inc. | Use of residual gravitational signal to generate anomaly detection model |
| CN112529982B (zh) * | 2020-12-17 | 2022-08-12 | 天津泰勘工程技术咨询有限公司 | 一种地基土层等值线图绘制方法 |
| EP4177644A1 (en) | 2021-11-05 | 2023-05-10 | MATRIX JVCO LTD trading as AIQ | Method and system for determining geomechanical parameters of a well |
| US20230245278A1 (en) * | 2022-01-31 | 2023-08-03 | Halliburton Energy Services, Inc. | Artifact Removal From Borehole Images Using Machine Learning |
| WO2023224632A1 (en) * | 2022-05-20 | 2023-11-23 | Schlumberger Technology Corporation | Methods for predicting and monitoring downhole salinity variations |
| CN114994759B (zh) * | 2022-08-02 | 2022-12-02 | 中国科学院地质与地球物理研究所 | 基于gan网络的碳封存箱智能识别方法和系统 |
| WO2024123722A1 (en) * | 2022-12-06 | 2024-06-13 | Schlumberger Technology Corporation | Use of machine learning techniques to enhance and accelerate inversion methods for the interpretation of deep directional resistivity measurements |
| CN117005846B (zh) * | 2023-07-25 | 2024-02-23 | 成都理工大学 | 致密砂岩油气藏条件下电阻率测井侵入校正方法及系统 |
Family Cites Families (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US3838279A (en) | 1973-04-03 | 1974-09-24 | Texaco Inc | Determination of borehole washout by use of inelastic neutron scattering gamma ray measurements |
| US4758956A (en) * | 1986-04-25 | 1988-07-19 | Amoco Corporation | System for replacing defective portions of log data |
| US4916616A (en) | 1986-12-08 | 1990-04-10 | Bp Exploration, Inc. | Self-consistent log interpretation method |
| US5828981A (en) * | 1995-05-11 | 1998-10-27 | Texaco Inc. | Generating pore types and synthetic capillary pressure curves from wireline logs using neural networks |
| 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 |
| US7227355B2 (en) | 2004-05-27 | 2007-06-05 | Baker Hughes Incorporated | Method of detecting, quantifying and correcting borehole contaminations from multi-frequency, multi-sensitive-volume NMR logging data |
| US8136395B2 (en) | 2007-12-31 | 2012-03-20 | Schlumberger Technology Corporation | Systems and methods for well data analysis |
| 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 |
| US20130341093A1 (en) | 2012-06-21 | 2013-12-26 | Stuart Inglis Jardine | Drilling risk avoidance |
| US9417348B2 (en) | 2012-10-05 | 2016-08-16 | Halliburton Energy Services, Inc. | Updating microseismic histogram data |
| US9022140B2 (en) | 2012-10-31 | 2015-05-05 | Resource Energy Solutions Inc. | Methods and systems for improved drilling operations using real-time and historical drilling data |
| US9229127B2 (en) | 2013-02-21 | 2016-01-05 | Saudi Arabian Oil Company | Methods program code, computer readable media, and apparatus for predicting matrix permeability by optimization and variance correction of K-nearest neighbors |
| US10301923B2 (en) | 2014-05-02 | 2019-05-28 | Kongsberg Oil And Gas Technologies As | System and console for monitoring and managing well site drilling operations |
| US10502863B2 (en) | 2015-02-13 | 2019-12-10 | Schlumberger Technology Corporation | Diagenetic and depositional rock analysis |
| WO2017135972A1 (en) | 2016-02-05 | 2017-08-10 | Hitachi, Ltd. | System and method for well log data analysis |
| US10260319B2 (en) * | 2016-02-08 | 2019-04-16 | Rs Energy Group Topco, Inc. | Method for estimating oil/gas production using statistical learning models |
| US20180038992A1 (en) | 2016-08-05 | 2018-02-08 | Saudi Arabian Oil Company | Automatic Petro-Physical Log Quality Control |
| CA3043756C (en) | 2016-12-29 | 2021-07-06 | Exxonmobil Upstream Research Company | Method and system for regression and classification in subsurface models to support decision making for hydrocarbon operations |
-
2018
- 2018-12-28 WO PCT/IB2018/001615 patent/WO2020065365A1/en unknown
- 2018-12-28 EP EP18855123.8A patent/EP3857025A1/en active Pending
- 2018-12-28 BR BR112021001030A patent/BR112021001030A2/pt active Search and Examination
- 2018-12-28 US US17/265,589 patent/US11965399B2/en active Active
- 2018-12-28 CA CA3106591A patent/CA3106591A1/en active Pending
- 2018-12-28 MX MX2021001587A patent/MX2021001587A/es unknown
Also Published As
| Publication number | Publication date |
|---|---|
| US20210301655A1 (en) | 2021-09-30 |
| CA3106591A1 (en) | 2020-04-02 |
| BR112021001030A2 (pt) | 2021-07-06 |
| WO2020065365A1 (en) | 2020-04-02 |
| US11965399B2 (en) | 2024-04-23 |
| EP3857025A1 (en) | 2021-08-04 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| MX2021001587A (es) | Deteccion y correccion automatica de anomalias en datos de registro. | |
| MX2021002871A (es) | Analisis de atributos sismicos basado en el aprendizaje automatico. | |
| WO2018170035A8 (en) | Collaborative sensing and prediction of source rock properties | |
| GB2554601A (en) | Method for analyzing cement integrity in casing strings using machine learning | |
| SA518400196B1 (ar) | قياسات تكوين باستخدام مصادر ضجيج أسفل البئر | |
| GB2563522A (en) | Electromagnetic (EM) defect detection methods and systems with enhanced inversion options | |
| MX367812B (es) | Método y aparato para determinar la posición de un pozo perforado. | |
| MX2009011975A (es) | Determinacion de propiedaes de formacion corregidas para tomar en cuenta los efectos de pozo. | |
| MY185535A (en) | Method of calibrating depths of a seismic receiver array | |
| SA518392333B1 (ar) | تحليل سلامة البئر باستخدام قياسات على فاصل العمق | |
| CY1115385T1 (el) | Μετρηση του ρυθμου ροης λασπης στο δακτυλιο κατα τη διατρηση γεωτρησης και χρηση αυτου για τον εντοπισμο δυσλειτουργιων της γεωτρησης | |
| MX2012009935A (es) | Metodos para evaluar la densidad de las cortaduras durante la perforacion. | |
| MX2013002599A (es) | Estimacion de la orientacion de la fractura y deteccion de la fractura en tiempo real usando las mediciones de induccion traixiales. | |
| SA518391607B1 (ar) | طرق لاختيار نموذج أرضي من مجموعة نماذج أرضية | |
| GB2549014A (en) | Continuous locating while drilling | |
| MX2017001441A (es) | Tecnicas de procesamiento de registros electricos cerca del punto de revestimiento. | |
| MX2016011098A (es) | Definicion de facies con procedimientos de clasificacion no supervisados. | |
| GB2561106A (en) | Real-time true resistivity estimation for logging-while-drilling tools | |
| GB2556609A (en) | Methods and systems to analyze bed boundary detection | |
| SA521421231B1 (ar) | تحديد الحدود الطبقية من الفواصل الطبقية الكيميائية في سجلات آبار بناءً على مشتقات أولى وثانية | |
| SA519410613B1 (ar) | تحديدات النفاذية من نماذج كهرومغناطيسية (em) عريضة النطاق باستخدام أدوات تسجيل ثقب حفر | |
| GB2569481A (en) | Drilling geomechanics salt creep monitoring | |
| ZA201907948B (en) | Rock drilling machine, rock drilling rig and measuring method | |
| GB2509398A (en) | Detection of downhole vibrations using surface data from drilling rigs | |
| MX2018002021A (es) | Uso de un pulso de accionamiento ajustado en la evaluacion de una formacion. |