SA521430277B1 - طريقة للمعايرة الدينامية والتحويل العكسي مغلق الحلقة المتزامن لنماذج محاكاة خزانات جرى تكسيرها - Google Patents

طريقة للمعايرة الدينامية والتحويل العكسي مغلق الحلقة المتزامن لنماذج محاكاة خزانات جرى تكسيرها

Info

Publication number
SA521430277B1
SA521430277B1 SA521430277A SA521430277A SA521430277B1 SA 521430277 B1 SA521430277 B1 SA 521430277B1 SA 521430277 A SA521430277 A SA 521430277A SA 521430277 A SA521430277 A SA 521430277A SA 521430277 B1 SA521430277 B1 SA 521430277B1
Authority
SA
Saudi Arabia
Prior art keywords
model
parameter
generating
simulation
geo
Prior art date
Application number
SA521430277A
Other languages
English (en)
Inventor
إي. ميزا كامارجو أوتو
موريواون باباتوندي
أ. طيبان علي
ماوسيك ماركو
Original Assignee
شركــــة الزيــت العربيـــة السعوديــة
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 شركــــة الزيــت العربيـــة السعوديــة filed Critical شركــــة الزيــت العربيـــة السعوديــة
Publication of SA521430277B1 publication Critical patent/SA521430277B1/ar

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • 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
    • G01V20/00
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • 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; TAGS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. analysis, for interpretation, for correction
    • G01V1/30Analysis
    • G01V1/306Analysis for determining physical properties of the subsurface, e.g. impedance, porosity or attenuation profiles
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation

Abstract

يتعلق الاختراع الحالي بأنظمة وطرق لإنتاج نموذج خزان جرى تكسيره تشتمل على: استقبال مجموعة بيانات زلزالية خاصة بسطح جوفي يتم مسحه؛ وتحديد استجابة دينامية خاصة بكل متغير؛ واختيار مجموعة فرعية من المتغيرات من المجموعة من المتغيرات بناءً على الاستجابة الدينامية لكل متغير؛ وأخذ عينة من الحد الخارجي لنطاق عدم يقين المتغيرات؛ وتعديل نطاق القيم المرتبطة بكل متغير خاص بالمجموعة الفرعية بناءً على أخذ العينات؛ وإنتاج نموذج جيولوجي بناءً على النطاق المعدل من القيم المرتبطة بكل متغير من المجموعة الفرعية؛ وإنتاج نموذج شبكة كسور منفصل بناءً على النموذج الجيولوجي؛ وإنتاج سيناريو لنموذج المحاكاة بناءً على نموذج شبكة الكسور المنفصل والنموذج الجيولوجي؛ وتنفيذ محاكاة أمامية بناءً على السيناريو الخاص بنموذج المحاكاة؛ وتحديد أن سوء تطابق المحاكاة الأمامية هو أقل من قيمة حدية من خلال تقييم دالة موضوعية؛ وإنتاج نموذج بناءً على المحاكاة الأمامية. شكل 1.
SA521430277A 2019-03-12 2021-09-12 طريقة للمعايرة الدينامية والتحويل العكسي مغلق الحلقة المتزامن لنماذج محاكاة خزانات جرى تكسيرها SA521430277B1 (ar)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US16/351,233 US10983233B2 (en) 2019-03-12 2019-03-12 Method for dynamic calibration and simultaneous closed-loop inversion of simulation models of fractured reservoirs

Publications (1)

Publication Number Publication Date
SA521430277B1 true SA521430277B1 (ar) 2023-06-15

Family

ID=70190115

Family Applications (1)

Application Number Title Priority Date Filing Date
SA521430277A SA521430277B1 (ar) 2019-03-12 2021-09-12 طريقة للمعايرة الدينامية والتحويل العكسي مغلق الحلقة المتزامن لنماذج محاكاة خزانات جرى تكسيرها

Country Status (4)

Country Link
US (1) US10983233B2 (ar)
EP (1) EP3938815B1 (ar)
SA (1) SA521430277B1 (ar)
WO (1) WO2020185662A1 (ar)

Families Citing this family (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10082560B2 (en) * 2014-10-17 2018-09-25 Pgs Geophysical As Sensor receiver nulls and null steering
EP3531172B1 (en) * 2018-02-23 2022-08-17 Services Pétroliers Schlumberger Meshless and mesh-based technique for modeling subterranean volumes
US11499425B2 (en) * 2018-12-12 2022-11-15 Halliburton Energy Services, Inc. Borehole gravity analysis for reservoir management
US11250613B2 (en) * 2019-06-03 2022-02-15 Nvidia Corporation Bayesian machine learning system for adaptive ray-tracing
US11585212B2 (en) * 2019-09-03 2023-02-21 Halliburton Energy Services, Inc. Anisotropy model guided fracture properties extraction from VSP data
EP4217905A1 (en) * 2020-09-23 2023-08-02 Services Pétroliers Schlumberger Machine-learning calibration for petroleum system modeling
CN113177330B (zh) * 2021-05-27 2022-07-22 吉林大学 一种瞬变电磁快速统计学反演方法
US11578596B2 (en) 2021-07-08 2023-02-14 Saudi Arabian Oil Company Constrained natural fracture parameter hydrocarbon reservoir development
EP4177644A1 (en) * 2021-11-05 2023-05-10 MATRIX JVCO LTD trading as AIQ Method and system for determining geomechanical parameters of a well
CN113987844B (zh) * 2021-12-27 2022-03-15 华北科技学院(中国煤矿安全技术培训中心) 一种房柱式采空区稳定性动态评价方法和系统
CN115292971B (zh) * 2022-10-09 2022-12-20 中科数智能源科技(深圳)有限公司 基于贝叶斯的裂缝属性分析方法、装置及存储介质
CN117076956B (zh) * 2023-10-16 2024-01-26 西安石油大学 缝洞油藏物理模型相似准数优化方法及装置

Family Cites Families (36)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
BRPI0919207B1 (pt) 2008-09-19 2020-08-18 Chevron U.S.A. I.N.C método e sistema implementado por computador para uso na modelagem de um sistema de reservatório geomecânico, e, método implementado por computador para uso na modelagem de uma fratura
GB2477901A (en) 2008-12-03 2011-08-17 Chevron Usa Inc System and method for predicting fluid flow characteristics within fractured subsurface reservoirs
US9026416B2 (en) 2008-12-03 2015-05-05 Chevron U.S.A. Inc. System and method of grid generation for discrete fracture modeling
EP2480914B1 (en) 2009-09-25 2021-03-10 Landmark Graphics Corporation Systems and methods for the quantitative estimate of production-forecast uncertainty
US8392165B2 (en) 2009-11-25 2013-03-05 Halliburton Energy Services, Inc. Probabilistic earth model for subterranean fracture simulation
US8274859B2 (en) 2010-02-22 2012-09-25 Landmark Graphics Corporation Systems and methods for modeling 3D geological structures
US8731889B2 (en) * 2010-03-05 2014-05-20 Schlumberger Technology Corporation Modeling hydraulic fracturing induced fracture networks as a dual porosity system
AU2010363352B2 (en) 2010-11-02 2014-12-18 Landmark Graphics Corporation Systems and methods for generating updates of geological models
CN103403768B (zh) 2011-01-27 2016-08-31 兰德马克绘图国际公司 有关地下岩层的模型的方法和系统
US8507868B2 (en) 2011-03-04 2013-08-13 Landmark Graphics Corporation Systems and methods for determining fluid mobility in rock samples
CN103917984B (zh) 2011-09-16 2016-10-19 兰德马克绘图国际公司 用于辅助属性建模的系统及方法
AU2011383290B2 (en) 2011-12-16 2015-06-25 Landmark Graphics Corporation System and method for flexible and efficient simulation of varying fracture density in a reservoir simulator
WO2013119248A2 (en) 2012-02-10 2013-08-15 Landmark Graphics Corporation Systems and methods for estimating fluid breakthrough times at producing well locations
US9208268B2 (en) 2012-02-14 2015-12-08 Saudi Arabian Oil Company Giga-cell linear solver method and apparatus for massive parallel reservoir simulation
CA2868756C (en) 2012-03-30 2018-01-16 Landmark Graphics Corporation System and method for automatic local grid refinement in reservoir simulation systems
US9157319B2 (en) 2012-07-27 2015-10-13 Landmark Graphics Corporation Stratigraphic modeling using production data density profiles
US9260948B2 (en) 2012-07-31 2016-02-16 Landmark Graphics Corporation Multi-level reservoir history matching
EP2909656B1 (en) 2012-10-31 2018-03-07 Landmark Graphics Corporation System, method and computer program product for multivariate statistical validation of well treatment and stimulation data
US9069916B2 (en) 2012-11-13 2015-06-30 Chevron U.S.A. Inc. Model selection from a large ensemble of models
RU2015142104A (ru) 2013-05-09 2017-04-07 Лэндмарк Графикс Корпорейшн Бессеточное моделирование условий речно-дельтовой среды
EP2981866B1 (en) 2013-05-24 2020-03-11 Halliburton Energy Services Inc. Methods and systems for reservoir history matching for improved estimation of reservoir performance
BR112015028322A2 (pt) 2013-06-14 2017-07-25 Landmark Graphics Corp sistemas e métodos para otimizar poços existentes e projetar novos poços com base na distribuição de comprimentos de fratura efetivos médios
US10627542B2 (en) 2013-07-05 2020-04-21 Landmark Graphics Corporation Hybrid approach to assisted history matching in large reservoirs
DE112013007283T5 (de) 2013-07-29 2016-04-14 Landmark Graphics Corporation History-Matching von Lagerstätten
RU2016102694A (ru) 2013-08-30 2017-10-05 Лэндмарк Графикс Корпорейшн Процедура замещающего имитационного моделирования течения на основе алгоритма cart для ранжирования геостатистических реализаций свойств горной породы
RU2016103925A (ru) 2013-09-09 2017-08-11 Лэндмарк Графикс Корпорейшн Создание характеристик виртуального прибора для каротажа в эксплуатационных скважинах для улучшенной адаптации модели
RU2638056C1 (ru) 2013-12-31 2017-12-11 Шлюмбергер Текнолоджи Б.В. Система и способ оценки структур трещин
EP3074913B1 (en) * 2014-01-02 2023-09-27 Landmark Graphics Corporation History matching multi-porosity solutions
US10435995B2 (en) * 2014-01-06 2019-10-08 Schlumberger Technology Corporation Oilfield management method and system
KR101660102B1 (ko) 2014-04-08 2016-10-04 엘에스산전 주식회사 용수량 수요 예측 장치
EP3175080B1 (en) * 2014-08-01 2019-08-21 Landmark Graphics Corporation Estimating well production performance in fractured reservoir systems
US10108762B2 (en) * 2014-10-03 2018-10-23 International Business Machines Corporation Tunable miniaturized physical subsurface model for simulation and inversion
NO346020B1 (en) 2015-03-04 2021-12-27 Landmark Graphics Corp Path optimization in production network systems
US10452861B2 (en) 2015-11-05 2019-10-22 Samsung Electronics Co., Ltd. Method, UE and network node for protecting user privacy in networks
US10359542B2 (en) 2016-01-22 2019-07-23 Saudi Arabian Oil Company Generating dynamically calibrated geo-models in green fields
GB2573425B (en) 2017-02-14 2022-03-09 Landmark Graphics Corp Automated upscaling of relative permeability and capillary pressure in multi-porosity systems

Also Published As

Publication number Publication date
US20200292722A1 (en) 2020-09-17
WO2020185662A1 (en) 2020-09-17
EP3938815B1 (en) 2023-01-25
EP3938815A1 (en) 2022-01-19
US10983233B2 (en) 2021-04-20

Similar Documents

Publication Publication Date Title
SA521430277B1 (ar) طريقة للمعايرة الدينامية والتحويل العكسي مغلق الحلقة المتزامن لنماذج محاكاة خزانات جرى تكسيرها
WO2020123099A3 (en) Automated seismic interpretation-guided inversion
SA519410877B1 (ar) طرق وأنظمة لإدارة سلامة حفرة البئر
WO2018170035A8 (en) Collaborative sensing and prediction of source rock properties
GB2472519A (en) System and method for well test design, interpretation and test objectives verification
MX2022005271A (es) Metodos de modelado terrestre mediante el uso de aprendizaje automatico.
GB2594590A (en) Modeling textural parameters of a formation with downhole measurements
ATE524752T1 (de) Verfahren und system zur vorhersage unter der oberfläche
WO2017165341A3 (en) Method and device for estimating sonic slowness in a subterranean formation
MX2018002023A (es) Estimacion basada en inversion global de parametros de anisotropia para medios ortorrombicos.
CN105093331B (zh) 获取岩石基质体积模量的方法
MX2018003495A (es) Apilados angulares de dominio de modelo de fwi con conservacion de amplitud.
GB2602760A (en) High-resolution earth modeling using artificial intelligence
MX362605B (es) Acondicionamiento de la porosidad ampliada.
WO2019012330A3 (en) COMPUTER-IMPLEMENTED METHODS AND CONFIGURED COMPUTER SYSTEMS TO GENERATE SYNTHETIC REPRESENTATIONS WITH PHOTOREALIST IMITATION OF SUBJECTS
CN106354893A (zh) 水平井随钻资料地质建模的方法
BR112022025007A2 (pt) Método para deduzir parâmetros de propriedades físicas de subsuperfície, e, programa de computador armazenado em um meio legível por computador não transitório
Lippert et al. Empirical estimation of peak pressure level from sound exposure level. Part II: Offshore impact pile driving noise
WO2018049055A3 (en) Drilling geomechanics salt creep monitoring
MX2020012424A (es) Modelado sintetico.
GB2582104A (en) Seismic rock property prediction in forward time based on 4D seismic analysis
GB2585556A (en) Optimized methodology for automatic history matching of a petroleum reservoir model with ensemble Kalman filter
Zhukov The adaptive vibroseis technology: Hardware, software, and outcomes
WO2021003426A8 (en) Systems and methods to validate petrophysical models using reservoir simulations
GB2600330A (en) A hybrid deep physics neural network for physics based simulations