JP2021526634A - 線形及び非線形のハイブリッドアルゴリズムを用いた逆層序モデル化 - Google Patents

線形及び非線形のハイブリッドアルゴリズムを用いた逆層序モデル化 Download PDF

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JP2021526634A
JP2021526634A JP2020566913A JP2020566913A JP2021526634A JP 2021526634 A JP2021526634 A JP 2021526634A JP 2020566913 A JP2020566913 A JP 2020566913A JP 2020566913 A JP2020566913 A JP 2020566913A JP 2021526634 A JP2021526634 A JP 2021526634A
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particle sizes
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JP2021526634A5 (https=
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チャン，ミン
ムスタファ メズハニ，モクレス
ムスタファ メズハニ，モクレス
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Saudi Arabian Oil Co
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    • 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
    • G01V1/282—Application of seismic models, synthetic seismograms
    • 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
    • G01V1/301—Analysis for determining seismic cross-sections or geostructures
    • 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
    • G01V20/00—Geomodelling in general
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/11—Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems
    • G06F17/12—Simultaneous equations, e.g. systems of linear equations
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • 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
    • G01V2210/61—Analysis by combining or comparing a seismic data set with other data
    • G01V2210/614—Synthetically generated 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
    • G01V2210/61—Analysis by combining or comparing a seismic data set with other data
    • G01V2210/616—Data from specific type of measurement
    • G01V2210/6161—Seismic or acoustic, e.g. land or sea measurements
    • 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
    • G01V2210/661—Model from sedimentation process modeling, e.g. from first principles

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Remote Sensing (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Geophysics (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Mathematical Physics (AREA)
  • Acoustics & Sound (AREA)
  • Environmental & Geological Engineering (AREA)
  • Geology (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
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  • Computer Hardware Design (AREA)
  • Evolutionary Computation (AREA)
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  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Geophysics And Detection Of Objects (AREA)
JP2020566913A 2018-05-31 2019-05-15 線形及び非線形のハイブリッドアルゴリズムを用いた逆層序モデル化 Pending JP2021526634A (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US15/994,586 US11506804B2 (en) 2018-05-31 2018-05-31 Inverse stratigraphic modeling using a hybrid linear and nonlinear algorithm
US15/994,586 2018-05-31
PCT/US2019/032489 WO2019231681A1 (en) 2018-05-31 2019-05-15 Inverse stratigraphic modeling using a hybrid linear and nonlinear algorithm

Publications (2)

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JP2021526634A true JP2021526634A (ja) 2021-10-07
JP2021526634A5 JP2021526634A5 (https=) 2022-05-24

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US (1) US11506804B2 (https=)
EP (1) EP3803470A1 (https=)
JP (1) JP2021526634A (https=)
CN (1) CN112689778A (https=)
CA (1) CA3101976A1 (https=)
WO (1) WO2019231681A1 (https=)

Families Citing this family (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11055908B2 (en) * 2018-08-27 2021-07-06 Exxonmobil Research And Engineering Company Inversion of large, nearly-homogeneous geobodies via ultra low-dimensional shape representation using orthogonal basis functions
US11507054B2 (en) * 2018-12-31 2022-11-22 Palo Alto Research Center Incorporated Method and system for hierarchical multi-scale part design with the aid of a digital computer
US20220236448A1 (en) * 2019-05-10 2022-07-28 Totalenergies Se Method for modelling a water current induced by a river in a geological gridded model
US12560740B2 (en) * 2019-05-10 2026-02-24 Totalenergies One Tech Method for modelling the formation of a sedimentary basin using a stratigraphic forward modeling program
CN114945939A (zh) * 2020-01-03 2022-08-26 国际壳牌研究有限公司 润滑剂图像处理和分析
EP4016137B1 (en) 2020-12-21 2025-08-20 Abu Dhabi National Oil Company Method and system for determining a location of hydrocarbon reservoirs
CN115704914B (zh) * 2021-08-17 2026-03-27 中国石油天然气股份有限公司 页岩气ⅰ类储层品质参数确定方法、装置以及存储介质
US12298457B2 (en) * 2022-08-31 2025-05-13 Saudi Arabian Oil Company Method of stratigraphic calibration
GB2639790A (en) * 2023-03-14 2025-10-01 Landmark Graphics Corp Diffusion modeling based subsurface formation evaluation
WO2025175409A1 (en) * 2024-02-19 2025-08-28 Saudi Arabian Oil Company Method and system for rock physics-based grid refinement of grid in forward stratigraphic modeling
CN118228565A (zh) * 2024-04-09 2024-06-21 西安交通大学 一种减少厨房油烟机叶轮内油烟颗粒沉积的方法
CN119006740B (zh) * 2024-07-25 2025-04-15 成都理工大学 一种基于粒子群优化算法的地质模型四边形网格优化方法
CN119622169B (zh) * 2024-08-09 2025-09-30 广州海洋地质调查局 一种基于遗传算法的地形处理方法、装置、设备及介质
CN120296443B (zh) * 2025-04-03 2025-09-02 北京建筑大学 一种适用于跨界水污染的边界探测与定位方法
CN120298617B (zh) * 2025-06-12 2025-08-22 中南大学 一种非线性约束耦合驱动的隐式建模优化方法、系统及存储器
CN120911269B (zh) * 2025-07-23 2026-03-17 延安大学 一种基于大数据的大气污染物快速溯源系统

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4783751A (en) 1983-08-17 1988-11-08 University Of South Carolina Analysis of pore complexes
US4868883A (en) 1985-12-30 1989-09-19 Exxon Production Research Company Analysis of thin section images
FR2776393B1 (fr) 1998-03-20 2001-09-07 Inst Francais Du Petrole Methode pour former automatiquement un modele simulant la structure stratigraphique d'une zone souterraine
US6754588B2 (en) 1999-01-29 2004-06-22 Platte River Associates, Inc. Method of predicting three-dimensional stratigraphy using inverse optimization techniques
US6246963B1 (en) 1999-01-29 2001-06-12 Timothy A. Cross Method for predicting stratigraphy
BRPI0511511B1 (pt) * 2004-05-27 2017-01-31 Exxonmobil Upstream Res Co método para prever litologia e porosidade a partir de dados sísmicos de reflexão
AU2005285360B2 (en) * 2004-09-10 2011-02-03 Exxonmobil Upstream Research Company A method for constructing geologic models of subsurface sedimentary volumes
KR100772506B1 (ko) 2005-12-08 2007-11-01 한국전자통신연구원 영상처리를 이용한 지질재료 분류 방법 및 그 장치
TW200834459A (en) 2007-02-05 2008-08-16 Huper Lab Co Ltd Video object segmentation method applied for rainy situations
US20090164186A1 (en) * 2007-12-20 2009-06-25 Bhp Billiton Innovation Pty Ltd. Method for determining improved estimates of properties of a model
WO2009137181A1 (en) * 2008-05-05 2009-11-12 Exxonmobil Upstream Research Company Modeling dynamic systems by visualizing and narrowing a parameter space
MX2012010271A (es) * 2010-03-05 2012-12-17 Vialogy Llc Cálculos de inyección de ruido activo para predictibilidad mejorada en descubrimiento y caracterización de depósitos de petróleo y gas.
US8583410B2 (en) 2010-05-28 2013-11-12 Ingrain, Inc. Method for obtaining consistent and integrated physical properties of porous media
CN102243678A (zh) * 2011-07-19 2011-11-16 北京师范大学 一种基于沉积动力学反演的储集砂体分析方法
GB2511228B (en) 2011-12-20 2017-06-14 Shell Int Research Automated calibration of a stratigraphic forward modelling (sfm) tool using a neighborhood algorithm with explicit escape clauses
CA2911247C (en) * 2013-08-13 2023-01-10 Schlumberger Canada Limited Digital core sensitivity analysis
CN103454677B (zh) * 2013-09-18 2016-03-02 中海石油(中国)有限公司湛江分公司 基于粒子群与线性加法器结合的地震数据反演方法
US9430499B2 (en) 2014-02-18 2016-08-30 Environmental Systems Research Institute, Inc. Automated feature extraction from imagery
EP2930543B1 (de) 2014-04-10 2021-09-15 Müller-Elektronik GmbH Fallrohrsensor und Verfahren zur Einzelkornerkennung
US9626771B2 (en) 2015-05-20 2017-04-18 Saudi Arabian Oil Company Image-based analysis of a geological thin section
US10614063B2 (en) 2015-10-01 2020-04-07 Microsoft Technology Licensing, Llc. Streaming records from parallel batched database access
WO2017188858A1 (en) * 2016-04-28 2017-11-02 Schlumberger Canada Limited Reservoir performance system
US10713398B2 (en) * 2016-05-23 2020-07-14 Saudi Arabian Oil Company Iterative and repeatable workflow for comprehensive data and processes integration for petroleum exploration and production assessments
CN107085638B (zh) * 2017-04-17 2019-11-12 西南石油大学 一种水力压裂支撑剂参数优化方法

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Publication number Publication date
US20190369278A1 (en) 2019-12-05
US11506804B2 (en) 2022-11-22
WO2019231681A1 (en) 2019-12-05
EP3803470A1 (en) 2021-04-14
CA3101976A1 (en) 2019-12-05
CN112689778A (zh) 2021-04-20

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