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CA3039475C - Amelioration mutuelle automatisee de modeles de champ petrolifere - Google Patents

Amelioration mutuelle automatisee de modeles de champ petrolifere Download PDF

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Publication number
CA3039475C
CA3039475C CA3039475A CA3039475A CA3039475C CA 3039475 C CA3039475 C CA 3039475C CA 3039475 A CA3039475 A CA 3039475A CA 3039475 A CA3039475 A CA 3039475A CA 3039475 C CA3039475 C CA 3039475C
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Prior art keywords
model
output
data
physics
input
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CA3039475A
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English (en)
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CA3039475A1 (fr
Inventor
Feifei Zhang
Brent Charles HOUCHENS
Joseph Blake WINSTON
Michael Keith REDMAN
Avinash WESLEY
Ethan MYERS
Kaiji LU
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Landmark Graphics Corp
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Landmark Graphics Corp
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Publication of CA3039475A1 publication Critical patent/CA3039475A1/fr
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Publication of CA3039475C publication Critical patent/CA3039475C/fr
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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

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  • 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)

Abstract

Cette invention concerne des systèmes, des procédés et des supports lisibles par ordinateur pour l'amélioration mutuelle de modèles basés sur les caractéristiques physiques et guidés par les données associés à un champ pétrolifère. Lesdits systèmes, procédés et supports peuvent comprendre : la génération, par l'intermédiaire d'un processeur, d'une condition relative à un champ pétrolifère en tant que première entrée, d'une première sortie sur la base d'un modèle basé sur les caractéristiques physiques ou d'un modèle basé sur les données ; la génération, à l'aide de la première entrée ou d'une seconde entrée, d'une seconde sortie sur la base de l'autre parmi le modèle basé sur les caractéristiques physiques ou du modèle basé sur les données non utilisé pour générer la première sortie ; et la modification automatique, au moins de l'un parmi le modèle basé sur les caractéristiques physiques, du modèle guidé par les données, de la première entrée ou de la seconde entrée, sur la base de la première sortie ou de la seconde sortie.
CA3039475A 2016-12-07 2017-04-27 Amelioration mutuelle automatisee de modeles de champ petrolifere Active CA3039475C (fr)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201662431359P 2016-12-07 2016-12-07
US62/431,359 2016-12-07
PCT/US2017/029765 WO2018106279A1 (fr) 2016-12-07 2017-04-27 Amélioration mutuelle automatisée de modèles de champ pétrolifère

Publications (2)

Publication Number Publication Date
CA3039475A1 CA3039475A1 (fr) 2018-06-14
CA3039475C true CA3039475C (fr) 2022-08-09

Family

ID=62491650

Family Applications (1)

Application Number Title Priority Date Filing Date
CA3039475A Active CA3039475C (fr) 2016-12-07 2017-04-27 Amelioration mutuelle automatisee de modeles de champ petrolifere

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

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8612194B2 (en) * 2007-08-08 2013-12-17 Westerngeco L.L.C. Updating a subterranean model using at least electromagnetic data
CN102239430B (zh) * 2008-12-03 2015-09-02 哈里伯顿能源服务公司 跨间隙的信号传播
EP2684078B1 (fr) * 2011-03-11 2019-06-26 Landmark Graphics Corporation Procédés et système d'estimation de paramètres de formation
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
US10267138B2 (en) * 2014-10-08 2019-04-23 Landmark Graphics Corporation Predicting temperature-cycling-induced downhole tool failure
AU2014409112B2 (en) * 2014-10-17 2019-09-26 Landmark Graphics Corporation Casing wear prediction using integrated physics-driven and data-driven models

Also Published As

Publication number Publication date
GB2571841B (en) 2021-07-21
GB2571841A (en) 2019-09-11
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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Effective date: 20190404

EEER Examination request

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EEER Examination request

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