WO2010129247A3 - Method for uncertainty quantification in the performance and risk assessment of a carbon dioxide storage site - Google Patents

Method for uncertainty quantification in the performance and risk assessment of a carbon dioxide storage site Download PDF

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Publication number
WO2010129247A3
WO2010129247A3 PCT/US2010/032497 US2010032497W WO2010129247A3 WO 2010129247 A3 WO2010129247 A3 WO 2010129247A3 US 2010032497 W US2010032497 W US 2010032497W WO 2010129247 A3 WO2010129247 A3 WO 2010129247A3
Authority
WO
WIPO (PCT)
Prior art keywords
uncertainties
performance
carbon dioxide
risk assessment
storage site
Prior art date
Legal status (The legal status 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 status listed.)
Ceased
Application number
PCT/US2010/032497
Other languages
French (fr)
Other versions
WO2010129247A2 (en
Inventor
Nikita Chugunov
Eric Leon Stabinski
Terizhandur S. Ramakrishnan
Romain De Loubens
Yusuf Bilgin Altundas
Laura Espinal
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Schlumberger Canada Ltd
Services Petroliers Schlumberger SA
Schlumberger Technology BV
Schlumberger Holdings Ltd
Prad Research and Development Ltd
Original Assignee
Schlumberger Canada Ltd
Services Petroliers Schlumberger SA
Schlumberger Technology BV
Schlumberger Holdings Ltd
Prad Research and Development Ltd
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 Schlumberger Canada Ltd, Services Petroliers Schlumberger SA, Schlumberger Technology BV, Schlumberger Holdings Ltd, Prad Research and Development Ltd filed Critical Schlumberger Canada Ltd
Priority to CA2753402A priority Critical patent/CA2753402C/en
Priority to AU2010245112A priority patent/AU2010245112B2/en
Priority to EP10772498A priority patent/EP2425280A2/en
Publication of WO2010129247A2 publication Critical patent/WO2010129247A2/en
Publication of WO2010129247A3 publication Critical patent/WO2010129247A3/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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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
    • 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
    • G01V2210/667—Determining confidence or uncertainty in parameters
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02C—CAPTURE, STORAGE, SEQUESTRATION OR DISPOSAL OF GREENHOUSE GASES [GHG]
    • Y02C20/00—Capture or disposal of greenhouse gases
    • Y02C20/40—Capture or disposal of greenhouse gases of CO2
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/70—Combining sequestration of CO2 and exploitation of hydrocarbons by injecting CO2 or carbonated water in oil wells

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  • 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)
  • Investigating Or Analyzing Non-Biological Materials By The Use Of Chemical Means (AREA)
  • Carbon And Carbon Compounds (AREA)
  • Treating Waste Gases (AREA)

Abstract

A CO2 sequestration site is evaluated by incorporating a consistent petrophysical framework having uncertainties expressed in the form of probability density functions of wellbore measurements, by systematically propagating the uncertainties in generating probability density functions or cumulative distribution functions of the parameters used in a reservoir simulation, by using the reservoir simulation to transform the first set of parameters into output variables with uncertainties, and by using the output variables and uncertainties to generate an answer product from which uncertainty levels of performance metrics can be ascertained.
PCT/US2010/032497 2009-04-27 2010-04-27 Method for uncertainty quantification in the performance and risk assessment of a carbon dioxide storage site Ceased WO2010129247A2 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
CA2753402A CA2753402C (en) 2009-04-27 2010-04-27 Method for uncertainty quantification in the performance and risk assessment of a carbon dioxide storage site
AU2010245112A AU2010245112B2 (en) 2009-04-27 2010-04-27 Method for uncertainty quantification in the performance and risk assessment of a carbon dioxide storage site
EP10772498A EP2425280A2 (en) 2009-04-27 2010-04-27 Method for uncertainty quantification in the performance and risk assessment of a carbon dioxide storage site

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US17302509P 2009-04-27 2009-04-27
US61/173,025 2009-04-27

Publications (2)

Publication Number Publication Date
WO2010129247A2 WO2010129247A2 (en) 2010-11-11
WO2010129247A3 true WO2010129247A3 (en) 2011-03-31

Family

ID=43050714

Family Applications (1)

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PCT/US2010/032497 Ceased WO2010129247A2 (en) 2009-04-27 2010-04-27 Method for uncertainty quantification in the performance and risk assessment of a carbon dioxide storage site

Country Status (5)

Country Link
US (1) US8548785B2 (en)
EP (1) EP2425280A2 (en)
AU (1) AU2010245112B2 (en)
CA (1) CA2753402C (en)
WO (1) WO2010129247A2 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104948177A (en) * 2015-05-13 2015-09-30 中国石油天然气集团公司 Productivity prediction method based on meter liquid production index statistical characteristic law

Families Citing this family (60)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9529110B2 (en) * 2008-03-31 2016-12-27 Westerngeco L. L. C. Constructing a reduced order model of an electromagnetic response in a subterranean structure
WO2011062794A1 (en) * 2009-11-18 2011-05-26 Conocophillips Company Attribute importance measure for parametric multivariate modeling
US8452539B2 (en) * 2010-10-21 2013-05-28 Schlumberger Technology Corporation Method and apparatus utilizing nuclear magnetic resonance measurements for estimating residual carbon dioxide saturation in aquifiers
US8805659B2 (en) * 2011-02-17 2014-08-12 Chevron U.S.A. Inc. System and method for uncertainty quantification in reservoir simulation
EA201391465A1 (en) * 2011-05-10 2014-04-30 Шеврон Ю.Эс.Эй. Инк. SYSTEM AND METHOD FOR CHARACTERIZING THE UNCERTAINTY OF THE ASSESSMENT OF THE PLATE OF THE MANIFOLD
US8731891B2 (en) * 2011-07-28 2014-05-20 Saudi Arabian Oil Company Cluster 3D petrophysical uncertainty modeling
US20130110483A1 (en) * 2011-10-31 2013-05-02 Nikita V. Chugunov Method for measurement screening under reservoir uncertainty
CA2855137A1 (en) * 2011-11-15 2013-05-23 Chevron U.S.A. Inc. System and method of using spatially independent subsets of data to determine the uncertainty of soft-data debiasing of property distributions for spatially correlated reservoir data
US9201164B2 (en) 2011-11-15 2015-12-01 Chevron U.S.A. Inc. System and method of using spatially independent subsets of data to calculate property distribution uncertainty of spatially correlated reservoir data
US9146903B2 (en) 2011-11-15 2015-09-29 Chevron U.S.A. Inc. Method of using spatially independent subsets of data to calculate vertical trend curve uncertainty of spatially correlated reservoir data
US10430872B2 (en) * 2012-05-10 2019-10-01 Schlumberger Technology Corporation Method of valuation of geological asset or information relating thereto in the presence of uncertainties
US9164193B2 (en) 2012-06-11 2015-10-20 Chevron U.S.A. Inc. System and method for optimizing the number of conditioning data in multiple point statistics simulation
FR2996038B1 (en) * 2012-09-26 2014-09-12 IFP Energies Nouvelles METHOD OF OPERATING A SEDIMENT BASIN USING A THERMALLY BASED BASIN MODEL
EP2948895B1 (en) * 2013-01-25 2019-06-12 Services Petroliers Schlumberger Pressure transient testing with sensitivity analysis
US20140278110A1 (en) * 2013-03-15 2014-09-18 Schlumberger Technology Corporation Targeted survey design under uncertainty
WO2014143166A1 (en) 2013-03-15 2014-09-18 Schlumberger Canada Limited Methods of characterizing earth formations using physiochemical model
US20160070828A1 (en) * 2013-04-08 2016-03-10 China University of Mining & Technology, Beijng Vulnerability Assessment Method of Water Inrush from Aquifer Underlying Coal Seam
US9726001B2 (en) 2013-08-28 2017-08-08 Schlumberger Technology Corporation Method for adaptive optimizing of heterogeneous proppant placement under uncertainty
US9366135B2 (en) 2013-10-08 2016-06-14 Exxonmobil Upstream Research Company Automatic dip picking from wellbore azimuthal image logs
CN103761448B (en) * 2014-02-18 2015-02-11 中国矿业大学(北京) Adjustable weight parameter determination method in coal seam floor water inrush variable weight vulnerability evaluation method
US20160055125A1 (en) * 2014-06-27 2016-02-25 The Arizona Board Of Regents On Behalf Of The University Of Arizona Methods and systems for determining global sensitivity of a process
US11598185B2 (en) * 2014-11-24 2023-03-07 Schlumberger Technology Corporation Methods for adaptive optimization of enhanced oil recovery performance under uncertainty
WO2016085926A1 (en) * 2014-11-25 2016-06-02 Conocophillips Company Bayesian updating method accounting for non-linearity between primary and secondary data
US10352162B2 (en) 2015-01-23 2019-07-16 Schlumberger Technology Corporation Cleanup model parameterization, approximation, and sensitivity
GB2549028B (en) * 2015-01-30 2021-06-16 Landmark Graphics Corp Integrated a priori uncertainty parameter architecture in simulation model creation
US10876395B2 (en) * 2015-04-01 2020-12-29 Schlumberger Technology Corporation Cross-well seismic monitoring of carbon dioxide injection
US10648317B2 (en) 2015-10-22 2020-05-12 Halliburton Energy Services, Inc. Improving fault detectability through controller reconfiguration
KR101625660B1 (en) * 2015-11-20 2016-05-31 한국지질자원연구원 Method for making secondary data using observed data in geostatistics
US10585902B2 (en) * 2016-05-24 2020-03-10 International Business Machines Corporation Cognitive computer assisted attribute acquisition through iterative disclosure
GB2555375B (en) * 2016-09-30 2020-01-22 Equinor Energy As Improved methods relating to quality control
US11454733B2 (en) * 2018-11-30 2022-09-27 Chevron U.S.A. Inc. System and method for analysis of subsurface data
US11802989B2 (en) * 2020-05-11 2023-10-31 Saudi Arabian Oil Company Systems and methods for generating vertical and lateral heterogeneity indices of reservoirs
DE102020210984B4 (en) * 2020-08-31 2022-07-07 Vitesco Technologies GmbH Method and device for determining a fluid injection quantity of an injection system
US11668847B2 (en) 2021-01-04 2023-06-06 Saudi Arabian Oil Company Generating synthetic geological formation images based on rock fragment images
US11585955B2 (en) 2021-05-20 2023-02-21 Saudi Arabian Oil Company Systems and methods for probabilistic well depth prognosis
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WO2023034875A1 (en) 2021-08-31 2023-03-09 Saudi Arabian Oil Company Quantitative hydraulic fracturing surveillance from fiber optic sensing using machine learning
US12535440B2 (en) * 2021-11-16 2026-01-27 Halliburton Energy Services, Inc. Characterizing effects of CO2 chemical reaction with rock minerals during carbon capture and sequestration
US12662910B2 (en) * 2022-05-15 2026-06-23 Advantek Waste Management Services, Llc Detecting mineralization and monitoring greenhouse gas plume location in subterranean formations
US12259517B2 (en) 2022-05-20 2025-03-25 Schlumberger Technology Corporation Methods for predicting and monitoring downhole salinity variations
CN115048809B (en) * 2022-07-11 2023-08-29 中国核动力研究设计院 Uncertainty quantification method for multi-physical multi-scale coupling system
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US12682358B2 (en) 2022-08-08 2026-07-14 Baker Hughes Oilfield Operations Llc Evaluating hydrocarbon exploration and recovery operations fluids based on carbon footprint
WO2024054890A1 (en) * 2022-09-07 2024-03-14 Siemens Healthcare Diagnostics Inc. Systems and methods for determining test result accuracies in diagnostic laborabory systems
US12509981B2 (en) 2022-09-09 2025-12-30 Saudi Arabian Oil Company Parametric attribute of pore volume of subsurface structure from structural depth map
CN115860209A (en) * 2022-11-29 2023-03-28 中国科学院东北地理与农业生态研究所 A Calculation Method for the Optimal Allocation of Agricultural Water and Land Resources Based on "Water-Carbon-Economy" Coupling
US12404748B2 (en) * 2023-01-19 2025-09-02 Schlumberger Technology Corporation Carbon sequestration and storage site selection and usage
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CN117078111B (en) 2023-10-13 2024-01-30 北京大学 A carbon dioxide storage capacity assessment method and system
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CN117522012B (en) * 2023-11-02 2024-07-16 长江水利委员会水文局 Runoff scene generation method based on seasonal period characteristics
US12196078B1 (en) 2024-01-31 2025-01-14 Saudi Arabian Oil Company Salinity as a de-risking tool for carbon capture
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WO2026089763A2 (en) * 2024-05-02 2026-04-30 Schlumberger Technology Corporation Subsurface geological site framework
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CN121919581B (en) * 2026-03-18 2026-07-17 北京大学 Geological sequestration injectability evaluation and parameter determination method and system

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020184069A1 (en) * 2001-05-17 2002-12-05 Kosiba Eric D. System and method for generating forecasts and analysis of contact center behavior for planning purposes
US20080005304A1 (en) * 2006-06-30 2008-01-03 International Business Machines Corporation Method and apparatus for automatic uncertainty-based management feedback controller
US20080015829A1 (en) * 2006-07-14 2008-01-17 University Of Washington Statistical analysis of coupled circuit-electromagnetic systems
US7457758B2 (en) * 2003-02-10 2008-11-25 South Dakota School Of Mines And Technology Method and apparatus for generating standardized carbon emission reduction credits

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5838634A (en) * 1996-04-04 1998-11-17 Exxon Production Research Company Method of generating 3-D geologic models incorporating geologic and geophysical constraints
GB2354852B (en) * 1999-10-01 2001-11-28 Schlumberger Holdings Method for updating an earth model using measurements gathered during borehole construction
WO2001073476A1 (en) * 2000-03-27 2001-10-04 Ortoleva Peter J Method for simulation of enhanced fracture detection in sedimentary basins
WO2003036040A2 (en) * 2001-10-24 2003-05-01 Shell Internationale Research Maatschappij B.V. In situ thermal processing of a hydrocarbon containing formation using a natural distributed combustor
US7512543B2 (en) * 2002-05-29 2009-03-31 Schlumberger Technology Corporation Tools for decision-making in reservoir risk management
US6860147B2 (en) * 2002-09-30 2005-03-01 Alberta Research Council Inc. Process for predicting porosity and permeability of a coal bed
US7983929B2 (en) * 2003-02-10 2011-07-19 South Dakota School Of Mines And Technology Technique for determining and reporting reduction in emissions of greenhouse gases at a site
US7277796B2 (en) * 2005-04-26 2007-10-02 Schlumberger Technology Corporation System and methods of characterizing a hydrocarbon reservoir
US7221158B1 (en) * 2005-12-12 2007-05-22 Schlumberger Technology Corporation Permeability determinations from nuclear magnetic resonance measurements
CA2665116C (en) * 2006-10-30 2011-07-19 Schlumberger Canada Limited System and method for performing oilfield simulation operations
FR2919932B1 (en) * 2007-08-06 2009-12-04 Inst Francais Du Petrole METHOD FOR EVALUATING A PRODUCTION SCHEME FOR UNDERGROUND GROWTH, TAKING INTO ACCOUNT UNCERTAINTIES

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020184069A1 (en) * 2001-05-17 2002-12-05 Kosiba Eric D. System and method for generating forecasts and analysis of contact center behavior for planning purposes
US7457758B2 (en) * 2003-02-10 2008-11-25 South Dakota School Of Mines And Technology Method and apparatus for generating standardized carbon emission reduction credits
US20080005304A1 (en) * 2006-06-30 2008-01-03 International Business Machines Corporation Method and apparatus for automatic uncertainty-based management feedback controller
US20080015829A1 (en) * 2006-07-14 2008-01-17 University Of Washington Statistical analysis of coupled circuit-electromagnetic systems

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104948177A (en) * 2015-05-13 2015-09-30 中国石油天然气集团公司 Productivity prediction method based on meter liquid production index statistical characteristic law

Also Published As

Publication number Publication date
US8548785B2 (en) 2013-10-01
AU2010245112B2 (en) 2013-03-14
AU2010245112A1 (en) 2011-09-08
WO2010129247A2 (en) 2010-11-11
CA2753402C (en) 2016-08-16
EP2425280A2 (en) 2012-03-07
CA2753402A1 (en) 2010-11-11
US20100299126A1 (en) 2010-11-25

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