SG11201604640WA - Facies definition using unsupervised classification procedures - Google Patents

Facies definition using unsupervised classification procedures

Info

Publication number
SG11201604640WA
SG11201604640WA SG11201604640WA SG11201604640WA SG11201604640WA SG 11201604640W A SG11201604640W A SG 11201604640WA SG 11201604640W A SG11201604640W A SG 11201604640WA SG 11201604640W A SG11201604640W A SG 11201604640WA SG 11201604640W A SG11201604640W A SG 11201604640WA
Authority
SG
Singapore
Prior art keywords
unsupervised classification
classification procedures
facies definition
facies
definition
Prior art date
Application number
SG11201604640WA
Inventor
Joel Leo Gevirtz
Original Assignee
Landmark Graphics 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 Landmark Graphics Corp filed Critical Landmark Graphics Corp
Publication of SG11201604640WA publication Critical patent/SG11201604640WA/en

Links

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 DRILLING; MINING
    • E21B—EARTH DRILLING, e.g. DEEP 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
    • G01V20/00—
    • E—FIXED CONSTRUCTIONS
    • E21—EARTH DRILLING; MINING
    • E21B—EARTH DRILLING, e.g. DEEP 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
SG11201604640WA 2014-02-28 2014-02-28 Facies definition using unsupervised classification procedures SG11201604640WA (en)

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
SG11201604640WA true SG11201604640WA (en) 2016-07-28

Family

ID=54009483

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201604640WA SG11201604640WA (en) 2014-02-28 2014-02-28 Facies definition using unsupervised classification procedures

Country Status (9)

Country Link
US (1) US9892366B2 (en)
EP (1) EP3074904A4 (en)
CN (1) CN106062310A (en)
AU (1) AU2014384715B2 (en)
CA (1) CA2935904A1 (en)
MX (1) MX2016011098A (en)
RU (1) RU2016123001A (en)
SG (1) SG11201604640WA (en)
WO (1) WO2015130313A1 (en)

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* Cited by examiner, † Cited by third party
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AU2014384715B2 (en) * 2014-02-28 2017-11-23 Landmark Graphics Corporation Facies definition using unsupervised classification procedures
CN109113732B (en) * 2018-08-09 2022-03-29 中国石油天然气股份有限公司 Method and device for determining reservoir heterogeneity
US20220121987A1 (en) * 2019-02-05 2022-04-21 Schlumberger Technology Corporation Differential multi model training for multiple interpretation options
CN111596978A (en) * 2019-03-03 2020-08-28 山东英才学院 Web page display method, module and system for lithofacies classification by artificial intelligence
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 (en) * 2020-06-04 2021-12-13 에스케이이노베이션 주식회사 Method and apparatus for estimating lithofacies by learning well log
CN111753958A (en) * 2020-06-22 2020-10-09 成都理工大学 Lamp shade group microorganism rock microphase identification method based on logging data deep learning
RU2753903C1 (en) * 2020-07-07 2021-08-24 Федеральное государственное бюджетное учреждение науки Оренбургский федеральный исследовательский центр УрО РАН (ОФИЦ УрО РАН) Method for classification of geodynamic state of developed hydrocarbon deposits of oil and gas bearing basin
CN112686994B (en) * 2020-12-01 2022-06-21 西南石油大学 Quantitative identification and three-dimensional characterization method for marine shale lithofacies classification

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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 (en) * 2010-05-27 2010-12-01 中国石油天然气股份有限公司 Identification method for electric imaging electrofacies of carbonate formation and device thereof
CN101950359B (en) * 2010-10-08 2012-10-31 北京东方奔腾信息技术有限公司 Method for recognizing rock type
US20120136636A1 (en) * 2010-11-26 2012-05-31 Adrian Kleine Finite element adjustment for basin faults
CN102418518A (en) * 2011-04-12 2012-04-18 北京师范大学 Method for identifying water logging grades of oil reservoir by using neural network analogue cross plot
EP2761329B1 (en) * 2011-09-30 2016-01-13 Total SA Method for validating a training image for the multipoint geostatistical modeling of the subsoil
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
US9946974B2 (en) * 2013-06-10 2018-04-17 Exxonmobil Upstream Research Company Determining well parameters for optimization of well performance
CA2919860A1 (en) * 2013-08-07 2015-02-12 Landmark Graphics Corporation Static earth model calibration methods and systems using permeability testing
US10145228B2 (en) * 2013-08-13 2018-12-04 Landmark Graphics Corporation Probabilistic methodology for real time drilling
WO2015030754A1 (en) * 2013-08-28 2015-03-05 Landmark Graphics Corporation Static earth model grid cell scaling and property re-sampling methods and systems
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CN103487832B (en) * 2013-09-12 2016-04-06 电子科技大学 Supervision waveform classification is had in a kind of 3-D seismics signal
AU2014384715B2 (en) * 2014-02-28 2017-11-23 Landmark Graphics Corporation Facies definition using unsupervised classification procedures
US10139507B2 (en) * 2015-04-24 2018-11-27 Exxonmobil Upstream Research Company Seismic stratigraphic surface classification

Also Published As

Publication number Publication date
US20160364654A1 (en) 2016-12-15
EP3074904A1 (en) 2016-10-05
MX2016011098A (en) 2016-12-16
EP3074904A4 (en) 2017-07-19
US9892366B2 (en) 2018-02-13
WO2015130313A1 (en) 2015-09-03
AU2014384715B2 (en) 2017-11-23
AU2014384715A1 (en) 2016-06-23
RU2016123001A (en) 2018-04-02
CN106062310A (en) 2016-10-26
CA2935904A1 (en) 2015-09-03
RU2016123001A3 (en) 2018-04-02

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