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GB2571841B - Automated mutual improvement of oilfield models - Google Patents

Automated mutual improvement of oilfield models Download PDF

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Publication number
GB2571841B
GB2571841B GB1904800.8A GB201904800A GB2571841B GB 2571841 B GB2571841 B GB 2571841B GB 201904800 A GB201904800 A GB 201904800A GB 2571841 B GB2571841 B GB 2571841B
Authority
GB
United Kingdom
Prior art keywords
mutual improvement
automated
oilfield
models
oilfield models
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.)
Active
Application number
GB1904800.8A
Other languages
English (en)
Other versions
GB2571841A (en
GB201904800D0 (en
Inventor
Zhang Feifei
Charles Houchens Brent
Blake Winston Joseph
Keith Redman Michael
Wesley Avinash
Myers Ethan
Lu Kaiji
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.)
Landmark Graphics Corp
Original Assignee
Landmark Graphics Corp
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 filed Critical Landmark Graphics Corp
Publication of GB201904800D0 publication Critical patent/GB201904800D0/en
Publication of GB2571841A publication Critical patent/GB2571841A/en
Application granted granted Critical
Publication of GB2571841B publication Critical patent/GB2571841B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G06F30/28—Design optimisation, verification or simulation using fluid dynamics, e.g. using Navier-Stokes equations or computational fluid dynamics [CFD]
    • E—FIXED CONSTRUCTIONS
    • E21—EARTH OR ROCK DRILLING; MINING
    • E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
    • E21B41/00—Equipment or details not covered by groups E21B15/00 - E21B40/00
    • E—FIXED CONSTRUCTIONS
    • E21—EARTH OR ROCK DRILLING; MINING
    • E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
    • E21B2200/00—Special features related to earth drilling for obtaining oil, gas or water
    • E21B2200/20—Computer models or simulations, e.g. for reservoirs under production, drill bits
    • E—FIXED CONSTRUCTIONS
    • E21—EARTH OR ROCK DRILLING; MINING
    • E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
    • E21B47/00—Survey of boreholes or wells
    • E—FIXED CONSTRUCTIONS
    • E21—EARTH OR ROCK DRILLING; MINING
    • E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
    • E21B49/00—Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Fluid Mechanics (AREA)
  • General Engineering & Computer Science (AREA)
  • Geometry (AREA)
  • Mathematical Optimization (AREA)
  • Mathematical Physics (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Analysis (AREA)
  • Computing Systems (AREA)
  • Algebra (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Geology (AREA)
  • Mining & Mineral Resources (AREA)
  • Environmental & Geological Engineering (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
  • Heating, Cooling, Or Curing Plastics Or The Like In General (AREA)
  • Operations Research (AREA)
  • Physical Or Chemical Processes And Apparatus (AREA)
GB1904800.8A 2016-12-07 2017-04-27 Automated mutual improvement of oilfield models Active GB2571841B (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201662431359P 2016-12-07 2016-12-07
PCT/US2017/029765 WO2018106279A1 (fr) 2016-12-07 2017-04-27 Amélioration mutuelle automatisée de modèles de champ pétrolifère

Publications (3)

Publication Number Publication Date
GB201904800D0 GB201904800D0 (en) 2019-05-22
GB2571841A GB2571841A (en) 2019-09-11
GB2571841B true GB2571841B (en) 2021-07-21

Family

ID=62491650

Family Applications (1)

Application Number Title Priority Date Filing Date
GB1904800.8A Active GB2571841B (en) 2016-12-07 2017-04-27 Automated mutual improvement of oilfield models

Country Status (6)

Country Link
US (1) US20190323323A1 (fr)
AU (1) AU2017371672A1 (fr)
CA (1) CA3039475C (fr)
GB (1) GB2571841B (fr)
NO (1) NO20190417A1 (fr)
WO (1) WO2018106279A1 (fr)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020040829A1 (fr) * 2018-08-20 2020-02-27 Landmark Graphics Corporation Modèles hybrides d'apprentissage automatique basés sur la physique pour simulations de réservoir
WO2020117235A1 (fr) * 2018-12-06 2020-06-11 Halliburton Energy Services, Inc. Procédés et systèmes de traitement d'ondes dispersives de trou de forage avec une analyse d'apprentissage machine basée sur la physique
US20200182038A1 (en) * 2018-12-10 2020-06-11 National Oilwell Varco, L.P. High-speed analytics and virtualization engine
US11231520B2 (en) 2020-05-06 2022-01-25 Saudi Arabian Oil Company Dynamic hydrocarbon well skin modeling and operation
EP4147176A4 (fr) * 2020-05-06 2024-05-29 Services Pétroliers Schlumberger Établissement de pas de temps intelligent de simulations numériques
US11692415B2 (en) 2020-06-22 2023-07-04 Saudi Arabian Oil Company Hydrocarbon well stimulation based on skin profiles
CA3230714A1 (fr) * 2021-09-02 2023-03-09 Schlumberger Canada Limited Reseau neuronal hybride pour la detection d'une anomalie de forage
US20230114088A1 (en) * 2021-10-08 2023-04-13 Aramco Innovations LLC Data-driven model for control and optimization of hydrocarbon production
US12385388B2 (en) 2022-09-21 2025-08-12 Saudi Arabian Oil Company Dynamic real time gross rate monitoring through subsurface and surface data

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090043554A1 (en) * 2007-08-08 2009-02-12 Schlumberger Technology Corporation Updating a Subterranean Model Using at Least Electromagnetic Data
US20110247803A1 (en) * 2008-12-03 2011-10-13 Halliburton Energy Services, Inc. Signal propagation across gaps
US20130277115A1 (en) * 2011-03-11 2013-10-24 Landmark Graphics Corporation Methods and systems of estimating formation parameters
WO2016057030A1 (fr) * 2014-10-08 2016-04-14 Landmark Graphics Corporation Prévision de défaillance d'outil de fond de puits induite par cyclage de température
WO2016060684A1 (fr) * 2014-10-17 2016-04-21 Landmark Graphics Corporation Prédiction d'usure de tubage à l'aide de modèles entraînés par données et entraînés par processus physiques intégrés

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2944184A1 (fr) * 2014-03-28 2015-10-01 Schlumberger Canada Limited Systeme et procede d'automatisation de la detection de motifs de contrainte et de pannes d'equipement dans l'extraction et la production d'hydrocarbures

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090043554A1 (en) * 2007-08-08 2009-02-12 Schlumberger Technology Corporation Updating a Subterranean Model Using at Least Electromagnetic Data
US20110247803A1 (en) * 2008-12-03 2011-10-13 Halliburton Energy Services, Inc. Signal propagation across gaps
US20130277115A1 (en) * 2011-03-11 2013-10-24 Landmark Graphics Corporation Methods and systems of estimating formation parameters
WO2016057030A1 (fr) * 2014-10-08 2016-04-14 Landmark Graphics Corporation Prévision de défaillance d'outil de fond de puits induite par cyclage de température
WO2016060684A1 (fr) * 2014-10-17 2016-04-21 Landmark Graphics Corporation Prédiction d'usure de tubage à l'aide de modèles entraînés par données et entraînés par processus physiques intégrés

Also Published As

Publication number Publication date
GB2571841A (en) 2019-09-11
CA3039475C (fr) 2022-08-09
CA3039475A1 (fr) 2018-06-14
US20190323323A1 (en) 2019-10-24
GB201904800D0 (en) 2019-05-22
AU2017371672A1 (en) 2019-04-18
WO2018106279A1 (fr) 2018-06-14
NO20190417A1 (en) 2019-03-27

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