SG11201501141UA - Systems and methods for 3d seismic data depth conversion utilizing artificial neural networks - Google Patents

Systems and methods for 3d seismic data depth conversion utilizing artificial neural networks

Info

Publication number
SG11201501141UA
SG11201501141UA SG11201501141UA SG11201501141UA SG11201501141UA SG 11201501141U A SG11201501141U A SG 11201501141UA SG 11201501141U A SG11201501141U A SG 11201501141UA SG 11201501141U A SG11201501141U A SG 11201501141UA SG 11201501141U A SG11201501141U A SG 11201501141UA
Authority
SG
Singapore
Prior art keywords
systems
methods
neural networks
seismic data
artificial neural
Prior art date
Application number
SG11201501141UA
Inventor
Jacky M Wiener
Michael John Eberhard
Stewart Arthur Levin
Original Assignee
Landmark Graphics Corp
Jacky M Wiener
Michael John Eberhard
Stewart Arthur Levin
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, Jacky M Wiener, Michael John Eberhard, Stewart Arthur Levin filed Critical Landmark Graphics Corp
Priority to PCT/US2012/067989 priority Critical patent/WO2014088571A1/en
Publication of SG11201501141UA publication Critical patent/SG11201501141UA/en

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. analysis, for interpretation, for correction
    • G01V1/32Transforming one recording into another or one representation into another
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. analysis, for interpretation, for correction
    • G01V1/282Application of seismic models, synthetic seismograms
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computer systems based on biological models
    • G06N3/02Computer systems based on biological models using neural network models
    • G06N3/08Learning methods
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. analysis, for interpretation, for correction
    • G01V1/30Analysis
    • G01V1/301Analysis for determining seismic cross-sections or geostructures
    • G01V1/302Analysis for determining seismic cross-sections or geostructures in 3D data cubes
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS
    • G01V2210/00Details of seismic processing or analysis
    • G01V2210/40Transforming data representation
    • G01V2210/48Other transforms
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS
    • G01V2210/00Details of seismic processing or analysis
    • G01V2210/60Analysis
    • G01V2210/64Geostructures, e.g. in 3D data cubes
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS
    • G01V2210/00Details of seismic processing or analysis
    • G01V2210/60Analysis
    • G01V2210/66Subsurface modeling
SG11201501141UA 2012-12-05 2012-12-05 Systems and methods for 3d seismic data depth conversion utilizing artificial neural networks SG11201501141UA (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
PCT/US2012/067989 WO2014088571A1 (en) 2012-12-05 2012-12-05 Systems and methods for 3d seismic data depth conversion utilizing artificial neural networks

Publications (1)

Publication Number Publication Date
SG11201501141UA true SG11201501141UA (en) 2015-03-30

Family

ID=50883829

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201501141UA SG11201501141UA (en) 2012-12-05 2012-12-05 Systems and methods for 3d seismic data depth conversion utilizing artificial neural networks

Country Status (9)

Country Link
US (1) US20150316673A1 (en)
EP (1) EP2888606B1 (en)
CN (1) CN104884974A (en)
AU (1) AU2012396293B2 (en)
CA (1) CA2890187C (en)
MX (1) MX2015005627A (en)
RU (1) RU2015110010A (en)
SG (1) SG11201501141UA (en)
WO (1) WO2014088571A1 (en)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2909170A1 (en) 2013-06-10 2014-12-18 Exxonmobil Upstream Research Company Determining well parameters for optimization of well performance
US20160245950A1 (en) * 2014-10-14 2016-08-25 Landmark Graphics Corporation Using representative elemental volume to determine subset volume in an area of interest earth model
CN106094028A (en) * 2016-06-22 2016-11-09 中国石油化工股份有限公司 Depth Domain seismic attribute extracting method based on displacement field
CN105974475B (en) * 2016-06-24 2018-02-06 中国石油集团川庆钻探工程有限公司地球物理勘探公司 A kind of time and depth transfer method
CN106873033B (en) * 2017-03-13 2019-03-22 中国海洋石油集团有限公司 A kind of method of more attribute earthquake information fusion FRACTURE PREDICTIONs neural network based
CN108490491A (en) * 2018-03-06 2018-09-04 中国石油集团东方地球物理勘探有限责任公司 A kind of beach body prediction technique indicating inverting based on waveform

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060047429A1 (en) * 2004-08-24 2006-03-02 Adams Steven L Method of estimating geological formation depths by converting interpreted seismic horizons from the time domain to the depth domain
US7613665B2 (en) * 2005-06-24 2009-11-03 Halliburton Energy Services, Inc. Ensembles of neural networks with different input sets
US7525874B2 (en) * 2006-04-21 2009-04-28 Prism Seismic Inc. Method for converting seismic data from the time domain to the depth domain
CN102066980B (en) * 2008-05-22 2015-02-25 埃克森美孚上游研究公司 Seismic horizon skeletonization
GB0820377D0 (en) * 2008-11-07 2008-12-17 Isis Innovation Mapping and characterization of cavitation activity
CN102147479B (en) * 2011-01-11 2013-05-29 中国海洋石油总公司 Modelling method of reservoir space physical property parameters
EA201391035A1 (en) * 2011-01-13 2013-12-30 Лэндмарк Графикс Корпорейшн Method and system for upgrading the geogencular model
CA2825189C (en) * 2011-01-31 2017-06-20 Landmark Graphics Corporation System and method for using an artificial neural network to simulate pipe hydraulics in a reservoir simulator
CN102565853A (en) * 2011-12-20 2012-07-11 中国石油集团川庆钻探工程有限公司地球物理勘探公司 Method for modeling velocity model of geologic structure

Also Published As

Publication number Publication date
MX2015005627A (en) 2016-02-03
EP2888606B1 (en) 2019-11-13
CA2890187C (en) 2018-11-06
WO2014088571A1 (en) 2014-06-12
EP2888606A4 (en) 2016-07-27
CA2890187A1 (en) 2014-06-12
AU2012396293A1 (en) 2015-03-19
EP2888606A1 (en) 2015-07-01
CN104884974A (en) 2015-09-02
US20150316673A1 (en) 2015-11-05
AU2012396293B2 (en) 2016-04-21
RU2015110010A (en) 2017-01-11

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