NO930575D0 - Fremgangsmaate for aa vurdere permeabiliteten til formasjoner ut fra logger som anvender nervenettverk - Google Patents

Fremgangsmaate for aa vurdere permeabiliteten til formasjoner ut fra logger som anvender nervenettverk

Info

Publication number
NO930575D0
NO930575D0 NO930575A NO930575A NO930575D0 NO 930575 D0 NO930575 D0 NO 930575D0 NO 930575 A NO930575 A NO 930575A NO 930575 A NO930575 A NO 930575A NO 930575 D0 NO930575 D0 NO 930575D0
Authority
NO
Norway
Prior art keywords
nervene
logs
assessment
permeability
networks
Prior art date
Application number
NO930575A
Other languages
English (en)
Other versions
NO930575L (no
NO306582B1 (no
Inventor
Jacky Muri Wiener
Robert Frederick Moll
John Ashley Rogers
Original Assignee
Texaco Development Corp
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 Texaco Development Corp filed Critical Texaco Development Corp
Publication of NO930575D0 publication Critical patent/NO930575D0/no
Publication of NO930575L publication Critical patent/NO930575L/no
Publication of NO306582B1 publication Critical patent/NO306582B1/no

Links

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
    • 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
    • G01V11/00—Prospecting or detecting by methods combining techniques covered by two or more of main groups G01V1/00 - G01V9/00
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V3/00—Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation
    • G01V3/38—Processing data, e.g. for analysis, for interpretation, for correction
    • 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
    • E21B2200/22—Fuzzy logic, artificial intelligence, neural networks or the like

Landscapes

  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Geology (AREA)
  • Physics & Mathematics (AREA)
  • Environmental & Geological Engineering (AREA)
  • Geophysics (AREA)
  • General Physics & Mathematics (AREA)
  • Mining & Mineral Resources (AREA)
  • Remote Sensing (AREA)
  • Fluid Mechanics (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Investigation Of Foundation Soil And Reinforcement Of Foundation Soil By Compacting Or Drainage (AREA)
  • Arc-Extinguishing Devices That Are Switches (AREA)
  • Analysing Materials By The Use Of Radiation (AREA)
NO930575A 1992-03-16 1993-02-18 Fremgangsmåte for å studere formasjonspermeabilitet utfra kabel-brönnlogger NO306582B1 (no)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US07/852,036 US5251286A (en) 1992-03-16 1992-03-16 Method for estimating formation permeability from wireline logs using neural networks

Publications (3)

Publication Number Publication Date
NO930575D0 true NO930575D0 (no) 1993-02-18
NO930575L NO930575L (no) 1993-09-17
NO306582B1 NO306582B1 (no) 1999-11-22

Family

ID=25312352

Family Applications (1)

Application Number Title Priority Date Filing Date
NO930575A NO306582B1 (no) 1992-03-16 1993-02-18 Fremgangsmåte for å studere formasjonspermeabilitet utfra kabel-brönnlogger

Country Status (9)

Country Link
US (1) US5251286A (no)
EP (1) EP0561492B1 (no)
AU (1) AU668903B2 (no)
CA (1) CA2078402A1 (no)
DE (1) DE69316057T2 (no)
MX (1) MX9301176A (no)
NO (1) NO306582B1 (no)
NZ (1) NZ245838A (no)
ZA (1) ZA93778B (no)

Cited By (2)

* Cited by examiner, † Cited by third party
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CN111723526A (zh) * 2020-06-24 2020-09-29 中国地质大学（北京） 动态回归委员会机器测井储层参数预测方法及系统
CN112983394A (zh) * 2021-02-07 2021-06-18 中国石油天然气股份有限公司 基于测井资料的曲线构建方法、装置和存储介质

Families Citing this family (89)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5517667A (en) * 1993-06-14 1996-05-14 Motorola, Inc. Neural network that does not require repetitive training
US5440525A (en) * 1993-10-25 1995-08-08 Atlantic Richfield Company Seismic data hydrocarbon indicator
US5536938A (en) * 1995-02-22 1996-07-16 Mobil Oil Corporation Pulsed neutron decay logging
US5828981A (en) * 1995-05-11 1998-10-27 Texaco Inc. Generating pore types and synthetic capillary pressure curves from wireline logs using neural networks
US5699246A (en) * 1995-09-22 1997-12-16 Schlumberger Technology Corporation Method to estimate a corrected response of a measurement apparatus relative to a set of known responses and observed measurements
US5749417A (en) * 1996-03-05 1998-05-12 Panex Corporation Production log
GB2303475B (en) * 1996-03-12 1997-07-09 Barnard Eric Edward Exploration for minerals
US6612382B2 (en) * 1996-03-25 2003-09-02 Halliburton Energy Services, Inc. Iterative drilling simulation process for enhanced economic decision making
US7032689B2 (en) * 1996-03-25 2006-04-25 Halliburton Energy Services, Inc. Method and system for predicting performance of a drilling system of a given formation
US5794720A (en) 1996-03-25 1998-08-18 Dresser Industries, Inc. Method of assaying downhole occurrences and conditions
US5862513A (en) * 1996-11-01 1999-01-19 Western Atlas International, Inc. Systems and methods for forward modeling of well logging tool responses
US6002985A (en) * 1997-05-06 1999-12-14 Halliburton Energy Services, Inc. Method of controlling development of an oil or gas reservoir
US6044327A (en) * 1997-11-13 2000-03-28 Dresser Industries, Inc. Method for quantifying the lithologic composition of formations surrounding earth boreholes
US6044325A (en) * 1998-03-17 2000-03-28 Western Atlas International, Inc. Conductivity anisotropy estimation method for inversion processing of measurements made by a transverse electromagnetic induction logging instrument
US6236942B1 (en) 1998-09-15 2001-05-22 Scientific Prediction Incorporated System and method for delineating spatially dependent objects, such as hydrocarbon accumulations from seismic data
US6574565B1 (en) 1998-09-15 2003-06-03 Ronald R. Bush System and method for enhanced hydrocarbon recovery
FR2788135B1 (fr) * 1998-12-30 2001-03-23 Schlumberger Services Petrol Procede d'obtention d'une image bidimensionnelle developpee de la paroi d'un forage
US6175808B1 (en) * 1999-02-19 2001-01-16 The Aerospace Corporation Lightning effects monitoring and retest evaluation method
FR2796726B1 (fr) * 1999-07-22 2001-09-21 Schlumberger Services Petrol Procede de reconstruction tridimensionnelle d'une grandeur physique dans l'environnement d'un forage
US6980940B1 (en) * 2000-02-22 2005-12-27 Schlumberger Technology Corp. Intergrated reservoir optimization
GB0009266D0 (en) 2000-04-15 2000-05-31 Camco Int Uk Ltd Method and apparatus for predicting an operating characteristic of a rotary earth boring bit
WO2002050571A2 (en) * 2000-12-19 2002-06-27 Halliburton Energy Services, Inc. Processing well logging data with neural network
US6789620B2 (en) * 2001-02-16 2004-09-14 Halliburton Energy Services, Inc. Downhole sensing and flow control utilizing neural networks
US7991717B1 (en) 2001-09-10 2011-08-02 Bush Ronald R Optimal cessation of training and assessment of accuracy in a given class of neural networks
US6691037B1 (en) * 2002-12-12 2004-02-10 Schlumberger Technology Corporation Log permeability model calibration using reservoir fluid flow measurements
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
US6799117B1 (en) 2003-05-28 2004-09-28 Halliburton Energy Services, Inc. Predicting sample quality real time
US7814036B2 (en) * 2003-06-19 2010-10-12 Haliburton Energy Services, Inc. Processing well logging data with neural network
US7280987B2 (en) * 2004-03-26 2007-10-09 Halliburton Energy Services, Inc. Genetic algorithm based selection of neural network ensemble for processing well logging data
GB2413403B (en) 2004-04-19 2008-01-09 Halliburton Energy Serv Inc Field synthesis system and method for optimizing drilling operations
US20060062082A1 (en) * 2004-09-23 2006-03-23 Halliburton Energy Services, Inc. Method and apparatus for generating acoustic signal with single mode of propagation
US7613665B2 (en) * 2005-06-24 2009-11-03 Halliburton Energy Services, Inc. Ensembles of neural networks with different input sets
US7587373B2 (en) * 2005-06-24 2009-09-08 Halliburton Energy Services, Inc. Neural network based well log synthesis with reduced usage of radioisotopic sources
GB2462380B (en) * 2007-03-14 2012-02-15 Halliburton Energy Serv Inc Neural-network based surrogate model construction methods and applications thereof
US8274399B2 (en) * 2007-11-30 2012-09-25 Halliburton Energy Services Inc. Method and system for predicting performance of a drilling system having multiple cutting structures
US20090182693A1 (en) * 2008-01-14 2009-07-16 Halliburton Energy Services, Inc. Determining stimulation design parameters using artificial neural networks optimized with a genetic algorithm
US9514388B2 (en) * 2008-08-12 2016-12-06 Halliburton Energy Services, Inc. Systems and methods employing cooperative optimization-based dimensionality reduction
WO2010024802A1 (en) * 2008-08-26 2010-03-04 Halliburton Energy Services, Inc. Method and system of processing gamma count rate decay curves using neural networks
BRPI0919556B8 (pt) * 2008-10-03 2019-07-30 Halliburton Energy Services Inc método, sistema para perfurar um poço, e, meio legível por computador
CA2753131A1 (en) 2009-03-13 2010-09-16 Exxonmobil Upstream Research Company Method for predicting fluid flow
US8898045B2 (en) 2009-04-21 2014-11-25 Halliburton Energy Services, Inc. System and method of predicting gas saturation of a formation using neural networks
CA2852635C (en) 2011-12-08 2016-12-06 Halliburton Energy Services, Inc. Permeability prediction systems and methods using quadratic discriminant analysis
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
CN103485770B (zh) * 2013-06-19 2016-08-10 中国石油天然气集团公司 一种基于人工神经网络求取含油饱和度的方法及系统
RU2580786C2 (ru) * 2014-05-22 2016-04-10 Максим Сергеевич Слетнев Способ мониторинга состояния узлов автоматизированных технологических комплексов производств непрерывного типа
US9501740B2 (en) 2014-06-03 2016-11-22 Saudi Arabian Oil Company Predicting well markers from artificial neural-network-predicted lithostratigraphic facies
CN104453875B (zh) * 2014-10-29 2018-05-01 中国石油集团川庆钻探工程有限公司 基于自组织竞争神经网络的页岩气储层识别方法
FR3038408B1 (fr) * 2015-06-30 2017-08-25 Services Petroliers Schlumrberger Modelisation de la saturation et permeabilite de reservoir de champ petrolifere
WO2017023789A1 (en) 2015-07-31 2017-02-09 The Johns Hopkins University Method for estimating permeability of fraclured rock formations from induced slow fluid pressure waves
CN105842754B (zh) * 2016-03-24 2019-05-07 中国石油天然气股份有限公司 一种定量确定超深层致密砂岩裂缝有效性的方法
WO2017171576A1 (en) * 2016-03-31 2017-10-05 Schlumberger Technology Corporation Method for predicting perfomance of a well penetrating
AU2016428603A1 (en) * 2016-11-04 2019-03-14 Landmark Graphics Corporation Managing a network of wells and surface facilities by finding a steady-state flow solution for a pipe sub-network
CA3035549C (en) * 2016-11-04 2020-08-18 Landmark Graphics Corporation Determining active constraints in a network using pseudo slack variables
EP3673298A1 (en) 2017-08-25 2020-07-01 ExxonMobil Upstream Research Company Automated seismic interpretation using fully convolutional neural networks
EP3704350A4 (en) * 2017-10-30 2021-07-07 Services Pétroliers Schlumberger AUTOMATIC WELL DIAGRAPHY DEPTH CORRESPONDENCE SYSTEM AND METHOD
CN109212617B (zh) * 2018-08-24 2020-09-08 中国石油天然气股份有限公司 电成像测井相自动识别方法及装置
CN109389128B (zh) 2018-08-24 2021-08-27 中国石油天然气股份有限公司 电成像测井图像特征自动提取方法及装置
CN109339774B (zh) * 2018-10-18 2021-09-28 中国石油化工股份有限公司 基于边界层的低渗透变形介质非线性渗流数值模拟方法
WO2020084387A1 (en) 2018-10-25 2020-04-30 Chevron Usa Inc. System and method for quantitative analysis of borehole images
CA3122685C (en) 2018-12-11 2024-01-09 Exxonmobil Upstream Research Company Automated seismic interpretation systems and methods for continual learning and inference of geological features
US11520077B2 (en) 2018-12-11 2022-12-06 Exxonmobil Upstream Research Company Automated reservoir modeling using deep generative networks
EP3894901A2 (en) 2018-12-11 2021-10-20 Exxonmobil Upstream Research Company (EMHC-N1-4A-607) Automated seismic interpretation-guided inversion
BR112021011253A2 (pt) 2018-12-11 2021-08-24 Exxonmobil Upstream Research Company Treinamento de sistemas de aprendizado de máquina para interpretação sísmica
CA3122684C (en) 2018-12-11 2023-12-19 Exxonmobil Upstream Research Company Data augmentation for seismic interpretation systems and methods
US10824815B2 (en) * 2019-01-02 2020-11-03 Netapp, Inc. Document classification using attention networks
RU2717740C1 (ru) * 2019-05-28 2020-03-25 Федеральное государственное бюджетное учреждение науки Институт физики Земли им. О.Ю. Шмидта Российской академии наук Способ прогноза открытой пористости в пространстве между скважинами
CN110187393B (zh) * 2019-05-28 2020-08-11 吉林大学 一种基于广义回归神经网络的航磁补偿方法
US11966828B2 (en) 2019-06-21 2024-04-23 Cgg Services Sas Estimating permeability values from well logs using a depth blended model
WO2021016515A1 (en) 2019-07-24 2021-01-28 Saudi Arabian Oil Company Oxidizing gasses for carbon dioxide-based fracturing fluids
US11492541B2 (en) 2019-07-24 2022-11-08 Saudi Arabian Oil Company Organic salts of oxidizing anions as energetic materials
CN110852527B (zh) * 2019-11-20 2022-05-31 成都理工大学 一种结合深度学习的储层物性参数预测方法
CN111027249B (zh) * 2019-12-10 2021-02-26 北京科技大学 一种基于机器学习的井间连通性评价方法
US11352548B2 (en) 2019-12-31 2022-06-07 Saudi Arabian Oil Company Viscoelastic-surfactant treatment fluids having oxidizer
WO2021138355A1 (en) 2019-12-31 2021-07-08 Saudi Arabian Oil Company Viscoelastic-surfactant fracturing fluids having oxidizer
CN111335887B (zh) * 2020-02-24 2023-07-14 华北理工大学 基于卷积神经网络的气井积液预测方法
US11464451B1 (en) 2020-03-11 2022-10-11 Huxley Medical, Inc. Patch for improved biometric data capture and related processes
US11906695B2 (en) * 2020-03-12 2024-02-20 Saudi Arabian Oil Company Method and system for generating sponge core data from dielectric logs using machine learning
CN111474585B (zh) * 2020-03-16 2023-04-25 中国石油天然气集团有限公司 一种基于深度学习和岩石力学参数的气层识别方法
CN111783825A (zh) * 2020-05-26 2020-10-16 中国石油天然气集团有限公司 一种基于卷积神经网络学习的测井岩性识别方法
US11703612B2 (en) 2020-06-25 2023-07-18 Schlumberger Technology Corporation Methods and systems for characterizing a hydrocarbon-bearing rock formation using electromagnetic measurements
CN111984928B (zh) * 2020-08-18 2024-02-20 中国石油化工股份有限公司 一种测井资料计算页岩油储层有机碳含量的方法
US11028648B1 (en) 2020-11-05 2021-06-08 Quaise, Inc. Basement rock hybrid drilling
US11542815B2 (en) 2020-11-30 2023-01-03 Saudi Arabian Oil Company Determining effect of oxidative hydraulic fracturing
US11649702B2 (en) 2020-12-03 2023-05-16 Saudi Arabian Oil Company Wellbore shaped perforation assembly
US11660005B1 (en) 2021-06-04 2023-05-30 Huxley Medical, Inc. Processing and analyzing biometric data
US11697988B2 (en) 2021-09-21 2023-07-11 Saudi Arabian Oil Company Method and apparatus for generating artificial permeability during completion phase
US11619127B1 (en) 2021-12-06 2023-04-04 Saudi Arabian Oil Company Wellhead acoustic insulation to monitor hydraulic fracturing
CN114693005B (zh) * 2022-05-31 2022-08-26 中国石油大学(华东) 基于卷积傅里叶神经网络的三维地下油藏动态预测方法
CN117740652B (zh) * 2024-02-19 2024-05-10 中国地质大学（武汉） 一种植生型多孔混凝土透砂系数快速测定方法及系统

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3802259A (en) * 1970-11-27 1974-04-09 Marathon Oil Co Well logging method
NO862328L (no) * 1985-06-14 1986-12-15 Teleco Oilfield Services Inc Fremgangsmaate til aa evaluere formasjonsinvasjon og formasjonspermelabilitet ved borehullslogging.
US4716973A (en) * 1985-06-14 1988-01-05 Teleco Oilfield Services Inc. Method for evaluation of formation invasion and formation permeability
US4961343A (en) * 1986-01-13 1990-10-09 Idl, Inc. Method for determining permeability in hydrocarbon wells
US4912655A (en) * 1988-12-14 1990-03-27 Gte Laboratories Incorporated Adjusting neural networks
US4964101A (en) * 1989-03-23 1990-10-16 Schlumberger Technology Corp. Method for determining fluid mobility characteristics of earth formations
US5052043A (en) * 1990-05-07 1991-09-24 Eastman Kodak Company Neural network with back propagation controlled through an output confidence measure

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111723526A (zh) * 2020-06-24 2020-09-29 中国地质大学（北京） 动态回归委员会机器测井储层参数预测方法及系统
CN112983394A (zh) * 2021-02-07 2021-06-18 中国石油天然气股份有限公司 基于测井资料的曲线构建方法、装置和存储介质

Also Published As

Publication number Publication date
DE69316057D1 (de) 1998-02-12
US5251286A (en) 1993-10-05
AU668903B2 (en) 1996-05-23
CA2078402A1 (en) 1993-09-17
MX9301176A (es) 1993-09-01
ZA93778B (en) 1994-05-04
EP0561492A2 (en) 1993-09-22
EP0561492A3 (no) 1994-04-13
NO930575L (no) 1993-09-17
DE69316057T2 (de) 1998-04-23
AU3299793A (en) 1993-09-23
NZ245838A (en) 1996-05-28
NO306582B1 (no) 1999-11-22
EP0561492B1 (en) 1998-01-07

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