NO333546B1 - Fremgangsmate for gradvis deformering av sekvensielle simuleringer av et heterogent medium slik som en undergrunnssone - Google Patents
Fremgangsmate for gradvis deformering av sekvensielle simuleringer av et heterogent medium slik som en undergrunnssone Download PDFInfo
- Publication number
- NO333546B1 NO333546B1 NO20011055A NO20011055A NO333546B1 NO 333546 B1 NO333546 B1 NO 333546B1 NO 20011055 A NO20011055 A NO 20011055A NO 20011055 A NO20011055 A NO 20011055A NO 333546 B1 NO333546 B1 NO 333546B1
- Authority
- NO
- Norway
- Prior art keywords
- vector
- model
- realizations
- gaussian
- gradual deformation
- Prior art date
Links
- 238000000034 method Methods 0.000 title claims abstract description 22
- 238000004088 simulation Methods 0.000 title claims abstract description 15
- 239000013598 vector Substances 0.000 claims abstract description 43
- 238000004422 calculation algorithm Methods 0.000 claims abstract description 13
- 238000005259 measurement Methods 0.000 claims abstract description 10
- 238000005315 distribution function Methods 0.000 claims abstract description 4
- 208000035126 Facies Diseases 0.000 description 24
- 238000009826 distribution Methods 0.000 description 12
- 238000012360 testing method Methods 0.000 description 10
- 230000004044 response Effects 0.000 description 7
- 230000015572 biosynthetic process Effects 0.000 description 5
- 238000005755 formation reaction Methods 0.000 description 5
- 238000005457 optimization Methods 0.000 description 4
- 230000010354 integration Effects 0.000 description 3
- 230000035699 permeability Effects 0.000 description 3
- 230000008859 change Effects 0.000 description 2
- 230000000295 complement effect Effects 0.000 description 2
- 239000002131 composite material Substances 0.000 description 1
- 230000001143 conditioned effect Effects 0.000 description 1
- 238000009795 derivation Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 239000012530 fluid Substances 0.000 description 1
- 238000003384 imaging method Methods 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 238000005070 sampling Methods 0.000 description 1
- 238000009827 uniform distribution Methods 0.000 description 1
- 238000010200 validation analysis Methods 0.000 description 1
Classifications
-
- 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
Landscapes
- Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- General Life Sciences & Earth Sciences (AREA)
- General Physics & Mathematics (AREA)
- Geophysics (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Geophysics And Detection Of Objects (AREA)
- Superconductors And Manufacturing Methods Therefor (AREA)
- Production Of Liquid Hydrocarbon Mixture For Refining Petroleum (AREA)
- Excavating Of Shafts Or Tunnels (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| FR9908605A FR2795841B1 (fr) | 1999-07-02 | 1999-07-02 | Methode pour deformer graduellement des simulations sequentielles d'un milieu heterogene tel qu'une zone souterraine |
| PCT/FR2000/001853 WO2001002876A1 (fr) | 1999-07-02 | 2000-06-30 | Methode pour deformer graduellement des simulations sequentielles d'un milieu heterogene tel qu'une zone souterraine |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| NO20011055D0 NO20011055D0 (no) | 2001-03-01 |
| NO20011055L NO20011055L (no) | 2001-04-30 |
| NO333546B1 true NO333546B1 (no) | 2013-07-08 |
Family
ID=9547682
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| NO20011055A NO333546B1 (no) | 1999-07-02 | 2001-03-01 | Fremgangsmate for gradvis deformering av sekvensielle simuleringer av et heterogent medium slik som en undergrunnssone |
Country Status (8)
| Country | Link |
|---|---|
| US (1) | US6813565B1 (de) |
| EP (1) | EP1110106B1 (de) |
| AT (1) | ATE278973T1 (de) |
| DE (1) | DE60014564D1 (de) |
| FR (1) | FR2795841B1 (de) |
| NO (1) | NO333546B1 (de) |
| SA (1) | SA00210434B1 (de) |
| WO (1) | WO2001002876A1 (de) |
Families Citing this family (20)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| FR2842321B1 (fr) | 2002-07-11 | 2008-12-05 | Inst Francais Du Petrole | Methode pour contraindre un champ de permeabilite heterogene representant un reservoir souterrain par des donnees dynamiques |
| FR2821946B1 (fr) * | 2001-03-07 | 2003-05-16 | Inst Francais Du Petrole | Methode pour deformer graduellement une repartition intiale d'objets dans un milieu heterogene, generee par simulation d'un modele stochastique de type objet, pour l'adapter au mieux a des contraintes physiques imposees |
| FR2823877B1 (fr) * | 2001-04-19 | 2004-12-24 | Inst Francais Du Petrole | Methode pour contraindre par des donnees dynamiques de production un modele fin representatif de la repartition dans le gisement d'une grandeur physique caracteristique de la structure du sous-sol |
| FR2851670B1 (fr) * | 2003-02-21 | 2005-07-01 | Inst Francais Du Petrole | Methode pour elaborer plus rapidement un modele stochastique representatif d'un reservoir heterogene souterrain, contraint par des donnees statiques et dynamiques incertaines |
| FR2857764B1 (fr) | 2003-07-18 | 2005-08-26 | Inst Francais Du Petrole | Methode de deformation graduelle d'un modele booleen de simulation d'un milieu heterogene, contraint par des donnees dynamiques |
| FR2862765B1 (fr) | 2003-11-20 | 2006-10-27 | Inst Francais Du Petrole | Methode pour former un modele stochastique optimal d'une zone souterraine heterogene, cale sur des donnees dynamiques par parametrisation de distributions continues |
| FR2869421B1 (fr) | 2004-04-27 | 2006-06-02 | Inst Francais Du Petrole | Methode de reconstruction d'un modele stochastique, representatif d'un milieu heterogene poreux, pour ameliorer son calage par les donnees de production |
| 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 |
| US7630517B2 (en) * | 2005-07-13 | 2009-12-08 | Schlumberger Technology Corporation | Computer-based generation and validation of training images for multipoint geostatistical analysis |
| FR2890453B1 (fr) * | 2005-09-05 | 2007-10-19 | Inst Francais Du Petrole | Methode pour mettre a jour un modele geologique de reservoir a l'aide de donnees dynamiques |
| FR2914434B1 (fr) | 2007-03-30 | 2009-05-22 | Inst Francais Du Petrole | Methode de calage d'historique d'un modele geologique par modification graduelle des proportions des facies lithologiques |
| CN102007459B (zh) * | 2008-04-17 | 2015-01-07 | 埃克森美孚上游研究公司 | 用于储层开发计划的鲁棒性基于优化的决策支持工具 |
| CN102007485B (zh) * | 2008-04-18 | 2014-06-25 | 埃克森美孚上游研究公司 | 储层开发计划的基于markov决策过程的决策支持工具 |
| WO2009131761A2 (en) * | 2008-04-21 | 2009-10-29 | Exxonmobile Upstream Research Company | Stochastic programming-based decision support tool for reservoir development planning |
| CN102023310B (zh) * | 2009-09-19 | 2013-05-15 | 中国石油化工集团公司 | 三维观测系统均匀性分析方法 |
| WO2011043862A1 (en) | 2009-10-07 | 2011-04-14 | Exxonmobil Upstream Research Company | Discretized physics-based models and simulations of subterranean regions, and methods for creating and using the same |
| RU2565357C2 (ru) * | 2010-09-27 | 2015-10-20 | Тоталь Са | Моделирование карстообразования |
| US8942966B2 (en) | 2010-10-20 | 2015-01-27 | Conocophillips Company | Method for parameterizing and morphing stochastic reservoir models |
| RU2497151C1 (ru) * | 2012-05-17 | 2013-10-27 | Федеральное государственное бюджетное научное учреждение "Научно-исследовательский институт аэрокосмического мониторинга "АЭРОКОСМОС" | Способ определения загрязнения окружающей среды при аварийных выбросах на аэс |
| US11126694B2 (en) * | 2016-06-13 | 2021-09-21 | Schlumberger Technology Corporation | Automatic calibration for modeling a field |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5416750A (en) * | 1994-03-25 | 1995-05-16 | Western Atlas International, Inc. | Bayesian sequential indicator simulation of lithology from seismic data |
| FR2734069B1 (fr) * | 1995-05-12 | 1997-07-04 | Inst Francais Du Petrole | Methode pour predire, par une technique d'inversion, l'evolution de la production d'un gisement souterrain |
| US5838634A (en) * | 1996-04-04 | 1998-11-17 | Exxon Production Research Company | Method of generating 3-D geologic models incorporating geologic and geophysical constraints |
| US5995906A (en) * | 1997-10-03 | 1999-11-30 | Western Atlas International, Inc. | Method for reconciling data at seismic and well-log scales in 3-D earth modeling |
| FR2780798B1 (fr) * | 1998-07-01 | 2000-12-08 | Inst Francais Du Petrole | Methode pour deformer graduellement un modele stochastique d'un milieu heterogene tel qu'une zone souterraine |
-
1999
- 1999-07-02 FR FR9908605A patent/FR2795841B1/fr not_active Expired - Fee Related
-
2000
- 2000-06-30 AT AT00946043T patent/ATE278973T1/de not_active IP Right Cessation
- 2000-06-30 US US09/786,232 patent/US6813565B1/en not_active Expired - Lifetime
- 2000-06-30 DE DE60014564T patent/DE60014564D1/de not_active Expired - Lifetime
- 2000-06-30 EP EP00946043A patent/EP1110106B1/de not_active Expired - Lifetime
- 2000-06-30 WO PCT/FR2000/001853 patent/WO2001002876A1/fr not_active Ceased
- 2000-10-08 SA SA00210434A patent/SA00210434B1/ar unknown
-
2001
- 2001-03-01 NO NO20011055A patent/NO333546B1/no not_active IP Right Cessation
Also Published As
| Publication number | Publication date |
|---|---|
| WO2001002876A1 (fr) | 2001-01-11 |
| FR2795841B1 (fr) | 2001-08-10 |
| NO20011055D0 (no) | 2001-03-01 |
| SA00210434B1 (ar) | 2006-05-23 |
| FR2795841A1 (fr) | 2001-01-05 |
| US6813565B1 (en) | 2004-11-02 |
| ATE278973T1 (de) | 2004-10-15 |
| DE60014564D1 (de) | 2004-11-11 |
| EP1110106A1 (de) | 2001-06-27 |
| NO20011055L (no) | 2001-04-30 |
| EP1110106B1 (de) | 2004-10-06 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| NO333546B1 (no) | Fremgangsmate for gradvis deformering av sekvensielle simuleringer av et heterogent medium slik som en undergrunnssone | |
| Agbalaka et al. | Application of the EnKF and localization to automatic history matching of facies distribution and production data | |
| US10909281B2 (en) | History matching of hydrocarbon production from heterogenous reservoirs | |
| Kim et al. | Analyzing nonstationary spatial data using piecewise Gaussian processes | |
| EP0750203B1 (de) | Modellierung des Untergrundes mit seismischen Daten und sekundären Messungen | |
| US6662109B2 (en) | Method of constraining by dynamic production data a fine model representative of the distribution in the reservoir of a physical quantity characteristic of the subsoil structure | |
| Cumming et al. | Multiwell deconvolution | |
| US7392166B2 (en) | Method for more rapidly producing the representative stochastic model of a heterogeneous underground reservoir defined by uncertain static and dynamic data | |
| WO2021026545A1 (en) | Petrophysical inversion with machine learning-based geologic priors | |
| EP3167315B1 (de) | Verfahren zur beschränkung einer inversion bei der charakterisierung der entwicklung eines unterirdischen volumens | |
| Tahmasebi et al. | Geostatistical simulation and reconstruction of porous media by a cross-correlation function and integration of hard and soft data | |
| US20040138862A1 (en) | Method for rapid formation of a stochastic model representative of a heterogeneous underground reservoir, constrained by dynamic data | |
| NO332638B1 (no) | Fremgangsmate for rekonstuksjon av en stokastisk modell som representerer et porost, heterogent medium med henblikk pa a forbedre modellens kalibrering med produksjonsdata | |
| CN114547958A (zh) | 基于深度神经网络的井震结合裂缝预测方法及装置 | |
| WO2016005597A1 (en) | Method for obtaining estimates of a model parameter so as to characterise the evolution of a subsurface volume | |
| WO2019216892A1 (en) | Optimized methodology for automatic history matching of a petroleum reservoir model with ensemble kalman filter | |
| Li et al. | Integration of well-test pressure data into heterogeneous geological reservoir models | |
| US11320565B2 (en) | Petrophysical field evaluation using self-organized map | |
| Nejadi et al. | Estimation of facies boundaries using categorical indicators with P-Field simulation and ensemble Kalman filter (EnKF) | |
| Hu et al. | Gradual deformation and iterative calibration of truncated Gaussian simulations | |
| Lallier et al. | Relevance of the stochastic stratigraphic well correlation approach for the study of complex carbonate settings: application to the Malampaya buildup (Offshore Palawan, Philippines) | |
| NO343550B1 (no) | Fremgangsmåte for konstruksjon av en 3D geologisk modell ved stokastisk simulering av facies | |
| Zhang et al. | Calibrate complex fracture model for subsurface flow based on Bayesian formulation | |
| Gervais et al. | Integration of saturation data in a history matching process based on adaptive local parameterization | |
| Verma | Quantifying sand fraction from seismic attributes using modular artificial neural network |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| MM1K | Lapsed by not paying the annual fees |