NO20091536L - Fremgangsmate for a forutsi produksjonen fra et petroleumsreservoar ved a benytte genetisk programmering - Google Patents

Fremgangsmate for a forutsi produksjonen fra et petroleumsreservoar ved a benytte genetisk programmering

Info

Publication number
NO20091536L
NO20091536L NO20091536A NO20091536A NO20091536L NO 20091536 L NO20091536 L NO 20091536L NO 20091536 A NO20091536 A NO 20091536A NO 20091536 A NO20091536 A NO 20091536A NO 20091536 L NO20091536 L NO 20091536L
Authority
NO
Norway
Prior art keywords
genetic programming
petroleum reservoir
reservoir
predicting production
replacements
Prior art date
Application number
NO20091536A
Other languages
English (en)
Inventor
David A Wilkinson
Tina Yu
Alexandre Castellini
Original Assignee
Chevron Usa 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 Chevron Usa Inc filed Critical Chevron Usa Inc
Publication of NO20091536L publication Critical patent/NO20091536L/no

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/12—Computing arrangements based on biological models using genetic models
    • G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming
    • 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
    • E21B43/00—Methods or apparatus for obtaining oil, gas, water, soluble or meltable materials or a slurry of minerals from wells
    • 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
    • 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
    • G01V2210/663—Modeling production-induced effects

Landscapes

  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Geology (AREA)
  • Mining & Mineral Resources (AREA)
  • Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Fluid Mechanics (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Theoretical Computer Science (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Environmental & Geological Engineering (AREA)
  • Physiology (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Genetics & Genomics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

Fremgangsmåte for å utnytte genetisk programmering for å konstruere historikktilpasning og prognoseerstatninger for reservoarsimulatorer. Som for datasimulatorer virker de genetiske programmeringserstatninger for å evaluere et stort antall reservoarmodeller og forutsi fremtidige produksjonsprognoser for petroleumsreservoarer.
NO20091536A 2006-09-20 2009-04-17 Fremgangsmate for a forutsi produksjonen fra et petroleumsreservoar ved a benytte genetisk programmering NO20091536L (no)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US11/533,550 US7657494B2 (en) 2006-09-20 2006-09-20 Method for forecasting the production of a petroleum reservoir utilizing genetic programming
PCT/US2007/078772 WO2008036664A2 (en) 2006-09-20 2007-09-18 Forecasting petroleum reservoir production using genetic algorithms

Publications (1)

Publication Number Publication Date
NO20091536L true NO20091536L (no) 2009-06-19

Family

ID=39201204

Family Applications (1)

Application Number Title Priority Date Filing Date
NO20091536A NO20091536L (no) 2006-09-20 2009-04-17 Fremgangsmate for a forutsi produksjonen fra et petroleumsreservoar ved a benytte genetisk programmering

Country Status (9)

Country Link
US (1) US7657494B2 (no)
EP (1) EP2064630A4 (no)
CN (1) CN101517560A (no)
AU (1) AU2007299906A1 (no)
BR (1) BRPI0716865A2 (no)
CA (1) CA2662245A1 (no)
EA (1) EA200970305A1 (no)
NO (1) NO20091536L (no)
WO (1) WO2008036664A2 (no)

Families Citing this family (72)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7584165B2 (en) * 2003-01-30 2009-09-01 Landmark Graphics Corporation Support apparatus, method and system for real time operations and maintenance
US7725302B2 (en) * 2003-12-02 2010-05-25 Schlumberger Technology Corporation Method and system and program storage device for generating an SWPM-MDT workflow in response to a user objective and executing the workflow to produce a reservoir response model
EP1999492A4 (en) * 2006-01-20 2011-05-18 Landmark Graphics Corp DYNAMIC PRODUCTION MANAGEMENT SYSTEM
WO2008033439A2 (en) 2006-09-13 2008-03-20 Aurilab, Llc Robust pattern recognition system and method using socratic agents
EP2247820A4 (en) 2007-12-13 2016-02-24 Exxonmobil Upstream Res Co PARALLEL ADAPTIVE DATA DISTRIBUTION IN A STORAGE SIMULATION USING AN UN-STRUCTURED GRID
US9043189B2 (en) * 2009-07-29 2015-05-26 ExxonMobil Upstream Research—Law Department Space-time surrogate models of subterranean regions
AU2009353036B2 (en) 2009-09-25 2015-04-30 Landmark Graphics Corporation Systems and methods for the quantitative estimate of production-forecast uncertainty
US9703006B2 (en) 2010-02-12 2017-07-11 Exxonmobil Upstream Research Company Method and system for creating history matched simulation models
US9594186B2 (en) 2010-02-12 2017-03-14 Exxonmobil Upstream Research Company Method and system for partitioning parallel simulation models
US8731872B2 (en) 2010-03-08 2014-05-20 Exxonmobil Upstream Research Company System and method for providing data corresponding to physical objects
WO2011112221A1 (en) 2010-03-12 2011-09-15 Exxonmobil Upstream Research Company Dynamic grouping of domain objects via smart groups
US8731887B2 (en) 2010-04-12 2014-05-20 Exxonmobile Upstream Research Company System and method for obtaining a model of data describing a physical structure
US8727017B2 (en) 2010-04-22 2014-05-20 Exxonmobil Upstream Research Company System and method for obtaining data on an unstructured grid
US8731873B2 (en) 2010-04-26 2014-05-20 Exxonmobil Upstream Research Company System and method for providing data corresponding to physical objects
EP2564309A4 (en) 2010-04-30 2017-12-20 Exxonmobil Upstream Research Company Method and system for finite volume simulation of flow
CN102279852B (zh) * 2010-06-12 2013-11-06 中国石油化工股份有限公司 一种基于遗传算法的油藏自动历史拟合系统及其拟合方法
CA2801386A1 (en) 2010-06-15 2011-12-22 Exxonmobil Upstream Research Company Method and system for stabilizing formulation methods
US8532968B2 (en) * 2010-06-16 2013-09-10 Foroil Method of improving the production of a mature gas or oil field
CA2803066A1 (en) 2010-07-29 2012-02-02 Exxonmobil Upstream Research Company Methods and systems for machine-learning based simulation of flow
CA2803068C (en) 2010-07-29 2016-10-11 Exxonmobil Upstream Research Company Method and system for reservoir modeling
AU2011283193B2 (en) 2010-07-29 2014-07-17 Exxonmobil Upstream Research Company Methods and systems for machine-learning based simulation of flow
US8731875B2 (en) 2010-08-13 2014-05-20 Exxonmobil Upstream Research Company System and method for providing data corresponding to physical objects
EP2612177A2 (en) 2010-09-03 2013-07-10 Chevron U.S.A., Inc. Iterative method and system to construct robust proxy models for reservoir simulation
US9058446B2 (en) 2010-09-20 2015-06-16 Exxonmobil Upstream Research Company Flexible and adaptive formulations for complex reservoir simulations
CA2823017A1 (en) 2011-01-26 2012-08-02 Exxonmobil Upstream Research Company Method of reservoir compartment analysis using topological structure in 3d earth model
CN103477248A (zh) * 2011-02-23 2013-12-25 道达尔公司 用于估算碳氢化合物生产区域中至少一个参数值的计算方法,以在该区域规划和实施作业
US10545260B2 (en) 2011-04-15 2020-01-28 Conocophillips Company Updating geological facies models using the Ensemble Kalman filter
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
BR112014009734A2 (pt) * 2011-10-20 2017-04-18 Prad Res & Dev Ltd método para controlar equipamentos de recuperação de hidrocarbonetos de um reservatório
WO2013077876A1 (en) * 2011-11-22 2013-05-30 Soft Machines, Inc. A microprocessor accelerated code optimizer
AU2013263330B2 (en) 2012-05-14 2016-05-26 Landmark Graphics Corporation Method and system of predicting future hydrocarbon production
WO2013172813A1 (en) * 2012-05-14 2013-11-21 Landmark Graphics Corporation Modeling stress around a wellbore
RU2600254C2 (ru) * 2012-06-15 2016-10-20 Лэндмарк Графикс Корпорейшн Система и способы для оптимизации извлечения и закачки, ограниченных обрабатывающим комплексом, в интегрированном пласте-коллекторе и собирающей сети
CN102880903B (zh) * 2012-07-13 2013-10-09 刘立峰 混沌量子粒子群模糊神经网络叠前非线性流体识别方法
US9460403B2 (en) * 2012-07-31 2016-10-04 Landmark Graphics Corporation Methods and systems related to hydrocarbon recovery strategy development
US9260948B2 (en) * 2012-07-31 2016-02-16 Landmark Graphics Corporation Multi-level reservoir history matching
CN102865059B (zh) * 2012-09-26 2015-01-21 中国石油天然气股份有限公司 一种对裂缝-孔隙型油藏产能进行预测的方法及装置
CA2883169C (en) 2012-09-28 2021-06-15 Exxonmobil Upstream Research Company Fault removal in geological models
US10531251B2 (en) 2012-10-22 2020-01-07 United States Cellular Corporation Detecting and processing anomalous parameter data points by a mobile wireless data network forecasting system
CN105247484B (zh) 2013-03-15 2021-02-23 英特尔公司 利用本地分布式标志体系架构来仿真访客集中式标志体系架构的方法
EP2811108B1 (en) * 2013-06-06 2017-11-22 Repsol, S.A. Method for Assessing Production Strategy Plans
EP2811107A1 (en) 2013-06-06 2014-12-10 Repsol, S.A. Method for selecting and optimizing oil field controls for production plateau
EP3008281A2 (en) 2013-06-10 2016-04-20 Exxonmobil Upstream Research Company Interactively planning a well site
US20140372041A1 (en) * 2013-06-14 2014-12-18 Baker Hughes Incorporated Validation of physical and mechanical rock properties for geomechanical analysis
US10689965B2 (en) * 2013-08-26 2020-06-23 Repsol, S.A. Field development plan selection system, method and program product
US9864098B2 (en) 2013-09-30 2018-01-09 Exxonmobil Upstream Research Company Method and system of interactive drill center and well planning evaluation and optimization
GB2520558A (en) * 2013-11-26 2015-05-27 Total E & P Uk Ltd Method of subsurface modelling
US11047232B2 (en) 2013-12-31 2021-06-29 Biota Technology, Inc Microbiome based systems, apparatus and methods for the exploration and production of hydrocarbons
US11028449B2 (en) 2013-12-31 2021-06-08 Biota Technology, Inc. Microbiome based systems, apparatus and methods for monitoring and controlling industrial processes and systems
AU2014374463A1 (en) * 2014-01-02 2016-05-26 Landmark Graphics Corporation History matching multi-porosity solutions
US9689245B2 (en) 2014-01-24 2017-06-27 King Fahd University Of Petroleum And Minerals Quantification of skin in hydraulic fracturing of low and tight reservoirs
AU2014379491A1 (en) 2014-01-24 2016-07-07 Landmark Graphics Corporation Determining appraisal locations in a reservoir system
CN103869783B (zh) * 2014-03-18 2016-07-13 东北大学 一种精矿产量在线预测方法
CN105095981A (zh) * 2014-05-23 2015-11-25 中国石油化工股份有限公司 一种基于人机交互的油气藏规模序列资源评价方法
AU2015298233B2 (en) 2014-07-30 2018-02-22 Exxonmobil Upstream Research Company Method for volumetric grid generation in a domain with heterogeneous material properties
CA2963416A1 (en) 2014-10-31 2016-05-06 Exxonmobil Upstream Research Company Handling domain discontinuity in a subsurface grid model with the help of grid optimization techniques
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
CN104481502A (zh) * 2014-11-13 2015-04-01 克拉玛依红有软件有限责任公司 一种利用油藏结构递减法预测原油产量的方法
US20180306030A1 (en) * 2015-12-22 2018-10-25 Landmark Graphics Corporation Method for improving reservoir performance by using data science
CN105631754B (zh) * 2015-12-29 2019-03-15 中国石油天然气股份有限公司 一种确定海外油田的产量剖面数据的方法和装置
EP3397833B1 (en) 2015-12-29 2022-10-12 Services Pétroliers Schlumberger Machine learning for production prediction
WO2018118374A1 (en) 2016-12-23 2018-06-28 Exxonmobil Upstream Research Company Method and system for stable and efficient reservoir simulation using stability proxies
US11087221B2 (en) * 2017-02-20 2021-08-10 Saudi Arabian Oil Company Well performance classification using artificial intelligence and pattern recognition
US10738599B2 (en) * 2017-03-10 2020-08-11 International Business Machines Corporation System and tool with increased forecast accuracy to configure well settings in mature oil fields
AU2017424316A1 (en) * 2017-07-21 2020-01-02 Landmark Graphics Corporation Deep learning based reservoir modeling
CN108533247B (zh) * 2017-12-19 2021-05-14 中国地质大学（武汉） 一种确定机抽生产油井产状的方法
CN109446538B (zh) * 2018-06-21 2021-08-17 北京国双科技有限公司 注水与采油井关系模型获得方法及产量和注水量确定方法
CN110400006B (zh) * 2019-07-02 2022-06-03 中国石油化工股份有限公司 基于深度学习算法的油井产量预测方法
JP7242590B2 (ja) * 2020-02-05 2023-03-20 株式会社東芝 機械学習モデル圧縮システム、プルーニング方法及びプログラム
CN113158470B (zh) * 2020-11-25 2022-09-23 中国石油大学(华东) 基于迁移学习的油藏自动历史拟合系统与方法
NO20230841A1 (en) * 2021-05-27 2023-08-07 Halliburton Energy Services Inc Formation and reservoir rock modeling using symbolic regression
US20230237225A1 (en) * 2022-01-24 2023-07-27 Conocophillips Company Machine learning based reservoir modeling

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6101447A (en) * 1998-02-12 2000-08-08 Schlumberger Technology Corporation Oil and gas reservoir production analysis apparatus and method
US20030036890A1 (en) * 2001-04-30 2003-02-20 Billet Bradford E. Predictive method
US7778715B2 (en) * 2005-01-31 2010-08-17 Hewlett-Packard Development Company Methods and systems for a prediction model
US7516016B2 (en) * 2006-06-09 2009-04-07 Demartini David C Method for improving prediction of the viability of potential petroleum reservoirs

Also Published As

Publication number Publication date
EA200970305A1 (ru) 2009-10-30
BRPI0716865A2 (pt) 2013-10-15
AU2007299906A1 (en) 2008-03-27
EP2064630A2 (en) 2009-06-03
CN101517560A (zh) 2009-08-26
WO2008036664A2 (en) 2008-03-27
EP2064630A4 (en) 2010-08-25
WO2008036664A3 (en) 2008-11-20
US7657494B2 (en) 2010-02-02
CA2662245A1 (en) 2008-03-27
US20080082469A1 (en) 2008-04-03

Similar Documents

Publication Publication Date Title
NO20091536L (no) Fremgangsmate for a forutsi produksjonen fra et petroleumsreservoar ved a benytte genetisk programmering
EA201170931A1 (ru) Оптимизация планов эксплуатации скважины
WO2009131761A3 (en) Stochastic programming-based decision support tool for reservoir development planning
MX2008009816A (es) Metodo de prediccion de fractura.
NO20093166L (no) System og fremgangsmate for a overvake fysisk tilstand til produksjonsbronnsutstyr og a styre bronnens produksjon
WO2008014089A3 (en) Method and apparatus for predicting outcomes of a home equity line of credit
NO20082272L (no) Forbedringer av og relatert til hydrokarbongjenvinning fra et hydrokarbonreservoar
GB2493867A (en) Multi-stage process modeling method
NO20061847L (no) Fremgangsmåte og middel for reduksjon av vannproduksjon fra olje- og gassbrønner samt fremgangsmåte for fremstilling av slikt middel
GB2445305A (en) Method and system for integrated asset management utilizing multi-level modeling of oil field assets
Gnoni et al. Supporting circular economy through use-based business models: the washing machines case
NO20083767L (no) Fremgangsmate for kvantifisering av reservoarkonnektivitet ved anvendelse av fluid-reisetid
ATE411578T1 (de) Verfahren zum zugriff von einer datenstation auf ein elektronisches gerät
GB2464846A (en) Methods and systems for predicting equipment operation
BRPI0911530A2 (pt) métodos para produzir fluidos de hidrocarbonetos de uma formação de rocha rica em orgânicos, e para utilizar gás produzido de um processo de conversão in situ em uma área de desenvolvimento de hidrocarboneto
BRPI0909440A2 (pt) métodos para planejamento de desenvolvimento de reservatório, para suporte de decisão com relação de desenvolvimento de recursos petrolíferos, para planejamento de desenvolvimento de otimização para um reservatório com base em um computador, e para produzir hidrocarbonetos de um reservatório subterrâneo.
NO20064019L (no) Fremgangsmate og anordning for en driftsteknikk ved handtering av avfall fra boring v.hj.a. en sannsynligshetsmedtode
ZA200708262B (en) Process for production of 1-(3-(2-(1-benzothiophen-5-yl)-ethoxy)propyl)azetidin-3-ol or salts thereof
MX2011001694A (es) Metodos proxy para optimizacion de la funcion costosa con restricciones no lineales costosas.
NO20075741L (no) Hoy-niva grafisk programmeringssprak og verktoy for programmering av borehullsforvaltning
ATE504995T1 (de) Betrieb eines kommunikationsnetzes
Jakobsen et al. A standardized Approach to Multi-criteria Assessment of CCS Chains
Lessard et al. Tracking the environmental consequences of circular economy over space and time: the case of close-and open-loop recovery of postconsumer glass
Dávila et al. Preconditions for achieving carbon neutrality in cement production through CCUS
Ana Sewer asset management. Sewer structural deterioration modelling and multicriteria decision making in sewer rehabilitation projects prioritization

Legal Events

Date Code Title Description
FC2A Withdrawal, rejection or dismissal of laid open patent application