BR112012017182A2 - método e sistema para utilizar simulação estatística multiponto para modelar tendências de propriedade de reservatório - Google Patents

método e sistema para utilizar simulação estatística multiponto para modelar tendências de propriedade de reservatório

Info

Publication number
BR112012017182A2
BR112012017182A2 BR112012017182A BR112012017182A BR112012017182A2 BR 112012017182 A2 BR112012017182 A2 BR 112012017182A2 BR 112012017182 A BR112012017182 A BR 112012017182A BR 112012017182 A BR112012017182 A BR 112012017182A BR 112012017182 A2 BR112012017182 A2 BR 112012017182A2
Authority
BR
Brazil
Prior art keywords
categorical
trends
reservoir
model
property
Prior art date
Application number
BR112012017182A
Other languages
English (en)
Inventor
Sebastien Strebelle
Original Assignee
Chrevron U S A Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Chrevron U S A Inc filed Critical Chrevron U S A Inc
Publication of BR112012017182A2 publication Critical patent/BR112012017182A2/pt

Links

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V20/00—Geomodelling in general
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28—Processing seismic data, e.g. for interpretation or for event detection
    • G01V1/30—Analysis
    • G01V1/306—Analysis for determining physical properties of the subsurface, e.g. impedance, porosity or attenuation profiles
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/40—Seismology; Seismic or acoustic prospecting or detecting specially adapted for well-logging
    • G01V1/44—Seismology; Seismic or acoustic prospecting or detecting specially adapted for well-logging using generators and receivers in the same well
    • G01V1/48—Processing data
    • G01V1/50—Analysing data
    • 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
    • G01V2210/62—Physical property of subsurface
    • G01V2210/624—Reservoir parameters
    • 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

  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Remote Sensing (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Geophysics (AREA)
  • Acoustics & Sound (AREA)
  • Environmental & Geological Engineering (AREA)
  • Geology (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Image Analysis (AREA)

Abstract

método e sistema para utilizar simulação estatística multiponto para modelar tendências de propriedade de reservatório um método e sistema implementados em computador para simular tendências de propriedade de reservatório, incluindo tendências petrofísicas, dentro de geocorpos de fáceis é fornecido. uma modalidade inclui a discretização de faixa de valores da propriedade de reservatório a modelar em, pelo menos, duas categorias e a utilização das categorias para efetuar a discretização dos dados de poço associados e da imagem de aprendizagem em dados de poço categóricos e em uma imagem de aprendizagem categórica. uma modalidade inclui a aplicação de simulação mps utilizando a imagem de aprendizagem categórica em uma grade estratigráfica de nós de discretização do volume de reservatório para criar um modelo de propriedade categórica. a modalidade inclui, além disso, a aplicação de uma simulação à base de variogramas em cada sub-região do modelo de propriedade categórica para criar um modelo de propriedade de reservatório que reproduz o histograma de categoria de cada sub-região associada e modela as tendências de propriedade de reservatório.
BR112012017182A 2010-02-26 2011-02-02 método e sistema para utilizar simulação estatística multiponto para modelar tendências de propriedade de reservatório BR112012017182A2 (pt)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US12/713,871 US8452580B2 (en) 2010-02-26 2010-02-26 Method and system for using multiple-point statistics simulation to model reservoir property trends
PCT/US2011/023494 WO2011106135A2 (en) 2010-02-26 2011-02-02 Method and system for using multiple-point statistics simulation to model reservoir property trends

Publications (1)

Publication Number Publication Date
BR112012017182A2 true BR112012017182A2 (pt) 2016-04-19

Family

ID=44505759

Family Applications (1)

Application Number Title Priority Date Filing Date
BR112012017182A BR112012017182A2 (pt) 2010-02-26 2011-02-02 método e sistema para utilizar simulação estatística multiponto para modelar tendências de propriedade de reservatório

Country Status (8)

Country Link
US (1) US8452580B2 (pt)
EP (1) EP2539844B1 (pt)
CN (1) CN102713683B (pt)
AU (1) AU2011218878B2 (pt)
BR (1) BR112012017182A2 (pt)
CA (1) CA2790812C (pt)
EA (1) EA201290832A1 (pt)
WO (1) WO2011106135A2 (pt)

Families Citing this family (53)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9372943B2 (en) 2008-05-05 2016-06-21 Exxonmobil Upstream Research Company Modeling dynamic systems by visualizing and narrowing a parameter space
AU2009314461B2 (en) 2008-11-14 2015-11-05 Exxonmobil Upstream Research Company Forming a model of a subsurface region
ES2792357T3 (es) 2009-04-20 2020-11-11 Exxonmobil Upstream Res Co Procedimiento para predecir el flujo de fluido
CN102640163B (zh) 2009-11-30 2016-01-20 埃克森美孚上游研究公司 用于储层模拟的适应性牛顿法
BR112012025995A2 (pt) 2010-04-30 2016-06-28 Exxonmobil Upstream Res Co método e sistema para simulação de fluxo de volume finito
WO2012015521A1 (en) 2010-07-29 2012-02-02 Exxonmobil Upstream Research Company Method and system for reservoir modeling
EP2599029A4 (en) 2010-07-29 2014-01-08 Exxonmobil Upstream Res Co METHODS AND SYSTEMS FOR AUTOMATIC LEARNING FLOW SIMULATION
US9187984B2 (en) 2010-07-29 2015-11-17 Exxonmobil Upstream Research Company Methods and systems for machine-learning based simulation of flow
BR112013002114A2 (pt) 2010-09-20 2016-05-17 Exxonmobil Upstream Res Co formulações flexíveis e adaptáveis para simulações de reservatório complexas
WO2012071090A1 (en) 2010-11-23 2012-05-31 Exxonmobil Upstream Research Company Variable discretization method for flow simulation on complex geological models
US9489176B2 (en) 2011-09-15 2016-11-08 Exxonmobil Upstream Research Company Optimized matrix and vector operations in instruction limited algorithms that perform EOS calculations
FR2980898B1 (fr) 2011-09-30 2014-09-05 Total Sa Procede d'extraction de vignette d'une image d'entrainement pour contraindre la modelisation geostatistique multipoint du sous-sol
US9146903B2 (en) * 2011-11-15 2015-09-29 Chevron U.S.A. Inc. Method of using spatially independent subsets of data to calculate vertical trend curve uncertainty of spatially correlated reservoir data
US9753180B2 (en) 2012-03-28 2017-09-05 Exxonmobil Upstream Research Company Method for multiphase flow upscaling
US9140821B2 (en) * 2012-04-03 2015-09-22 Schlumberger Technology Corporation Ordered multipoint geostatistics simulation using non-symmetric search mask
US9116258B2 (en) 2012-04-03 2015-08-25 Schlumberger Technology Corporation Parallel multipoint geostatistics simulation
US9684084B2 (en) * 2012-05-01 2017-06-20 Saudi Arabian Oil Company Three-dimensional multi-modal core and geological modeling for optimal field development
US9164193B2 (en) 2012-06-11 2015-10-20 Chevron U.S.A. Inc. System and method for optimizing the number of conditioning data in multiple point statistics simulation
US8666149B2 (en) 2012-08-01 2014-03-04 Chevron U.S.A. Inc. Method for editing a multi-point facies simulation
US9121971B2 (en) 2012-08-01 2015-09-01 Chevron U.S.A. Inc. Hybrid method of combining multipoint statistic and object-based methods for creating reservoir property models
WO2014051903A1 (en) 2012-09-28 2014-04-03 Exxonmobil Upstream Research Company Fault removal in geological models
US9262721B2 (en) * 2012-11-14 2016-02-16 Repsol, S.A. Automatically selecting analogous members for new population members based on incomplete descriptions, including an uncertainty characterzing selection
AU2012396846B2 (en) 2012-12-13 2016-12-22 Landmark Graphics Corporation System, method and computer program product for evaluating and ranking geobodies using a Euler Characteristic
RU2652172C2 (ru) * 2013-11-08 2018-04-25 Шлюмбергер Текнолоджи Б.В. Стратиграфическая и структурная интерпретация наклонных и горизонтальных стволов скважин
US20150317419A1 (en) * 2014-05-01 2015-11-05 Conocophillips Company Local direct sampling method for conditioning an existing reservoir model
US10319143B2 (en) 2014-07-30 2019-06-11 Exxonmobil Upstream Research Company Volumetric grid generation in a domain with heterogeneous material properties
US10359523B2 (en) * 2014-08-05 2019-07-23 Exxonmobil Upstream Research Company Exploration and extraction method and system for hydrocarbons
AU2015339884B2 (en) 2014-10-31 2018-03-15 Exxonmobil Upstream Research Company Handling domain discontinuity in a subsurface grid model with the help of grid optimization techniques
AU2015338996B2 (en) 2014-10-31 2018-03-22 Exxonmobil Upstream Research Company Managing discontinuities in geologic models
EP3213125A1 (en) 2014-10-31 2017-09-06 Exxonmobil Upstream Research Company Corp-urc-e2. 4A.296 Methods to handle discontinuity in constructing design space for faulted subsurface model using moving least squares
US10467357B2 (en) 2015-07-08 2019-11-05 Conocophillips Company Geobody continuity in geological models based on multiple point statistics
CN109072692B (zh) * 2016-05-04 2021-03-26 沙特***石油公司 利用集成静态井底压力勘测数据和模拟建模的二维储层压力估计的方法
AU2017305425B2 (en) * 2016-08-05 2021-09-30 Chevron U.S.A. Inc. System and method for petro-elastic modeling
CA3043231C (en) 2016-12-23 2022-06-14 Exxonmobil Upstream Research Company Method and system for stable and efficient reservoir simulation using stability proxies
US10851840B2 (en) * 2017-01-31 2020-12-01 Siemens Gamesa Renewable Energy A/S Rotor bearing with a magnetically coupled bearing cover
CN107292002B (zh) * 2017-06-06 2021-01-01 中国石油天然气股份有限公司 一种数字岩心重构的方法及装置
AU2017424316A1 (en) * 2017-07-21 2020-01-02 Landmark Graphics Corporation Deep learning based reservoir modeling
CN107784169B (zh) * 2017-10-11 2020-10-13 上海电力学院 基于变差函数及孔隙度的多孔介质表征单元体确定方法
CN108931811B (zh) * 2018-05-17 2019-10-08 长江大学 基于多点地质统计的地震储层反演方法
EP3623570A1 (en) * 2018-09-14 2020-03-18 Shell Internationale Research Maatschappij B.V. Process for real time geological localization with stochastic clustering and pattern matching
WO2020028309A1 (en) * 2018-07-31 2020-02-06 Shell Oil Company Process for real time geological localization with greedy monte carlo
US20200059539A1 (en) * 2018-08-20 2020-02-20 Landmark Graphics Corporation Cloud-native reservoir simulation
CN109358364B (zh) * 2018-10-29 2020-05-15 中国石油大学(北京) 一种建立地下暗河储集体地质模型的方法、装置及***
US11604909B2 (en) 2019-05-28 2023-03-14 Chevron U.S.A. Inc. System and method for accelerated computation of subsurface representations
US11249220B2 (en) 2019-08-14 2022-02-15 Chevron U.S.A. Inc. Correlation matrix for simultaneously correlating multiple wells
US11010969B1 (en) 2019-12-06 2021-05-18 Chevron U.S.A. Inc. Generation of subsurface representations using layer-space
US11187826B2 (en) 2019-12-06 2021-11-30 Chevron U.S.A. Inc. Characterization of subsurface regions using moving-window based analysis of unsegmented continuous data
US10984590B1 (en) 2019-12-06 2021-04-20 Chevron U.S.A. Inc. Generation of subsurface representations using layer-space
CN111175819B (zh) * 2020-01-06 2022-02-18 中国石油化工股份有限公司 井震多级约束的砂砾岩扇体沉积相带精细划分方法
US11263362B2 (en) 2020-01-16 2022-03-01 Chevron U.S.A. Inc. Correlation of multiple wells using subsurface representation
US11320566B2 (en) 2020-01-16 2022-05-03 Chevron U.S.A. Inc. Multiple well matching within subsurface representation
US11397279B2 (en) 2020-03-27 2022-07-26 Chevron U.S.A. Inc. Comparison of wells using a dissimilarity matrix
CN114817854B (zh) * 2022-03-28 2024-04-12 山西大学 一种面向连续值变量基于线性回归的快速多点模拟方法

Family Cites Families (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4981037A (en) * 1986-05-28 1991-01-01 Baroid Technology, Inc. Method for determining pore pressure and horizontal effective stress from overburden and effective vertical stresses
GB9214482D0 (en) * 1992-07-08 1992-08-19 Armitage Kenneth Sequence property interpretation & risk analysis link
US5767399A (en) * 1996-03-25 1998-06-16 Dresser Industries, Inc. Method of assaying compressive strength of rock
US5838634A (en) * 1996-04-04 1998-11-17 Exxon Production Research Company Method of generating 3-D geologic models incorporating geologic and geophysical constraints
IE960881A1 (en) * 1996-12-13 1998-07-01 Ronan Francis O Doherty Method of distinguishing geological sequences and their¹boundaries
US6035255A (en) * 1997-12-01 2000-03-07 Schlumberger Technology Corporation Article of manufacturing for creating, testing, and modifying geological subsurface models
US6070125A (en) * 1997-12-01 2000-05-30 Schlumberger Technology Corporation Apparatus for creating, testing, and modifying geological subsurface models
US6044328A (en) * 1997-12-01 2000-03-28 Schlumberger Technology Corporation Method for creating, testing, and modifying geological subsurface models
US6295504B1 (en) * 1999-10-25 2001-09-25 Halliburton Energy Services, Inc. Multi-resolution graph-based clustering
US6480790B1 (en) * 1999-10-29 2002-11-12 Exxonmobil Upstream Research Company Process for constructing three-dimensional geologic models having adjustable geologic interfaces
US6438493B1 (en) * 2000-09-29 2002-08-20 Exxonmobil Upstream Research Co. Method for seismic facies interpretation using textural analysis and neural networks
US6560540B2 (en) * 2000-09-29 2003-05-06 Exxonmobil Upstream Research Company Method for mapping seismic attributes using neural networks
US6477469B2 (en) * 2001-01-08 2002-11-05 Halliburton Energy Services, Inc. Coarse-to-fine self-organizing map for automatic electrofacies ordering
US7295706B2 (en) * 2002-07-12 2007-11-13 Chroma Group, Inc. Pattern recognition applied to graphic imaging
US7188092B2 (en) * 2002-07-12 2007-03-06 Chroma Energy, Inc. Pattern recognition template application applied to oil exploration and production
US6912467B2 (en) * 2002-10-08 2005-06-28 Exxonmobil Upstream Research Company Method for estimation of size and analysis of connectivity of bodies in 2- and 3-dimensional data
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
US7516055B2 (en) * 2004-08-20 2009-04-07 Chevron U.S.A. Inc Multiple-point statistics (MPS) simulation with enhanced computational efficiency
US7630517B2 (en) * 2005-07-13 2009-12-08 Schlumberger Technology Corporation Computer-based generation and validation of training images for multipoint geostatistical analysis
CN101366041B (zh) * 2005-12-22 2011-10-12 雪佛龙美国公司 利用溶气驱重油进行储层模拟的方法
US7706981B2 (en) * 2007-02-08 2010-04-27 Chevron U.S.A. Inc. Method for generating reservoir models utilizing synthetic stratigraphic columns

Also Published As

Publication number Publication date
CN102713683B (zh) 2016-04-06
CA2790812A1 (en) 2011-09-01
AU2011218878A1 (en) 2012-06-21
CN102713683A (zh) 2012-10-03
AU2011218878B2 (en) 2015-06-11
WO2011106135A2 (en) 2011-09-01
EA201290832A1 (ru) 2013-02-28
EP2539844A2 (en) 2013-01-02
US20110213600A1 (en) 2011-09-01
EP2539844A4 (en) 2017-03-22
WO2011106135A3 (en) 2011-12-22
CA2790812C (en) 2018-04-24
EP2539844B1 (en) 2021-03-24
US8452580B2 (en) 2013-05-28

Similar Documents

Publication Publication Date Title
BR112012017182A2 (pt) método e sistema para utilizar simulação estatística multiponto para modelar tendências de propriedade de reservatório
EA202190728A1 (ru) Анализ сейсмических атрибутов с использованием машинного обучения
BR112012025995A2 (pt) método e sistema para simulação de fluxo de volume finito
EA201170472A1 (ru) Реализованные посредством компьютера системы и способы для использования при моделировании геомеханической системы коллектора
NO20051563L (no) Fremgangsmate for konstruksjo av en geomekanisk modell av en undergrunnssone som er tiltenkt koblet med en reservoarmodell
GB2568405A (en) Point-vector based modeling of petroleum reservoir properties for a gridless reservoir simulation model
BR112015009680A2 (pt) método e sistema para geo-orientar um conjunto de fundo de poço, e, produto de programa de computador
NO20100603L (no) System og fremgangsmate for utforelse av oljefeltoperasjoner
WO2010003004A3 (en) Multi-scale finite volume method for reservoir simulation
GB2477901A (en) System and method for predicting fluid flow characteristics within fractured subsurface reservoirs
WO2014160464A3 (en) A computer-implemented method, a device, and a computer-readable medium for data-driven modeling of oil, gas, and water
BR112022005053A8 (pt) Método e sistema de modelagem de terra e meio não transitório para leitura por computador
BR112014014677A2 (pt) método para realizar simulação de um reservatório de xisto representado por um modelo, produto de programa de computador e método para a perfuração de um ou mais poços no reservatório de xisto
BR112014019416A8 (pt) Método, sistema, e meio legível por computador
BR112014011134A2 (pt) sistema com base na transformada de ondaleta e método para analisar características de uma formação geológica
GB2569900A (en) Geostatistical analysis of microseismic data in fracture modelling
IN2013MU03833A (pt)
WO2014018414A3 (en) Stratigraphic modeling using production data density profiles
BRPI1007579A2 (pt) Método de utilizar um modelo de choque para previsão de efeitos de perfuração e método para prever efeitos de perfuração em uma coluna de perfuração em um poço
MX2016005259A (es) Modalidad de modelos de viscosidad de fluidos subterraneos.
GB2580833A (en) Conversion of rock mechanics data from confining stress to pore pressure for reservoir simulators
BR112016001923A2 (pt) método implementado por computador, meio legível por computador não transitório e sistema para realizar simulações de fluxo de árvore declassificação e regressão (cart) para um reservatório
BR112015013499A2 (pt) sistema, e, método implementado por processador
MX2016011795A (es) Simulacion de produccion de fluidos en una red de superficie comun utilizando modelos de ecuacion de estado (eos) con modelos de petroleo negro.
MX2015009562A (es) Determinación de vía de migración de fluido.

Legal Events

Date Code Title Description
B08F Application dismissed because of non-payment of annual fees [chapter 8.6 patent gazette]

Free format text: REFERENTE A 8A ANUIDADE.

B08K Patent lapsed as no evidence of payment of the annual fee has been furnished to inpi [chapter 8.11 patent gazette]

Free format text: REFERENTE AO ARQUIVAMENTO PUBLICADO NA RPI 2499 DE 27/11/2018.