[go: up one dir, main page]

CA3039475C - Automated mutual improvement of oilfield models - Google Patents

Automated mutual improvement of oilfield models Download PDF

Info

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
Authority
CA
Canada
Prior art keywords
model
output
data
physics
input
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
CA3039475A
Other languages
English (en)
French (fr)
Other versions
CA3039475A1 (en
Inventor
Feifei Zhang
Brent Charles HOUCHENS
Joseph Blake WINSTON
Michael Keith REDMAN
Avinash WESLEY
Ethan MYERS
Kaiji LU
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 CA3039475A1 publication Critical patent/CA3039475A1/en
Application granted granted Critical
Publication of CA3039475C publication Critical patent/CA3039475C/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)
CA3039475A 2016-12-07 2017-04-27 Automated mutual improvement of oilfield models Active CA3039475C (en)

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 (en) 2016-12-07 2017-04-27 Automated mutual improvement of oilfield models

Publications (2)

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

Family

ID=62491650

Family Applications (1)

Application Number Title Priority Date Filing Date
CA3039475A Active CA3039475C (en) 2016-12-07 2017-04-27 Automated mutual improvement of oilfield models

Country Status (6)

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

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020040829A1 (en) * 2018-08-20 2020-02-27 Landmark Graphics Corporation Hybrid physics-based and machine learning models for reservoir simulations
WO2020117235A1 (en) * 2018-12-06 2020-06-11 Halliburton Energy Services, Inc. Methods and systems for processing borehole dispersive waves with a physics-based machine learning analysis
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 (en) * 2020-05-06 2024-05-29 Services Pétroliers Schlumberger Intelligent time-stepping for numerical simulations
US11692415B2 (en) 2020-06-22 2023-07-04 Saudi Arabian Oil Company Hydrocarbon well stimulation based on skin profiles
CA3230714A1 (en) * 2021-09-02 2023-03-09 Schlumberger Canada Limited Hybrid neural network for drilling anomaly detection
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 (en) * 2011-03-11 2019-06-26 Landmark Graphics Corporation Methods and system of estimating formation parameters
CA2944184A1 (en) * 2014-03-28 2015-10-01 Schlumberger Canada Limited System and method for automation of detection of stress patterns and equipment failures in hydrocarbon extraction and production
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 (en) 2018-06-14
US20190323323A1 (en) 2019-10-24
GB201904800D0 (en) 2019-05-22
AU2017371672A1 (en) 2019-04-18
WO2018106279A1 (en) 2018-06-14
NO20190417A1 (en) 2019-03-27

Similar Documents

Publication Publication Date Title
CA3039475C (en) Automated mutual improvement of oilfield models
US11428078B2 (en) Systems and methods for forecasting well productivity
Yin et al. Machine learning for deepwater drilling: Gas-kick-alarm Classification using pilot-scale rig data with combined surface-riser-downhole monitoring
US20140180658A1 (en) Model-driven surveillance and diagnostics
EP4028639B1 (en) Information extraction from daily drilling reports using machine learning
US20240344454A1 (en) Field operations framework
US20230116731A1 (en) Intelligent time-stepping for numerical simulations
Liu et al. A new workflow of drilling anomaly detection based on prior knowledge and unsupervised learning
NO20220420A1 (en) Method and system for prediction and classification of integrated virtual and physical sensor data
US20250028311A1 (en) Detecting anomalies and predicting failures in petroleum-industry operations
US20190243026A1 (en) Automated method for environmental hazard reduction
US20230193736A1 (en) Infill development prediction system
US11725489B2 (en) Intelligent, real-time response to changes in oilfield equilibrium
US20220298917A1 (en) Method and system for using virtual sensor to evaluate changes in the formation and perform monitoring of physical sensors
FR3059705A1 (fr) Amelioration mutuelle automatisee de modeles de champ petrolifere
US20260024096A1 (en) Mapping Containment Risks in CO2 sequestration
US20250257645A1 (en) Methods and systems for predicting joint networks in subsurface layers
US20250231319A1 (en) Enhancing hydrocarbon production
US20250230740A1 (en) Methods and systems for logging while drilling and optimized telemetry using artifical intelligence
US20220372846A1 (en) Automated identification of well targets in reservoir simulation models

Legal Events

Date Code Title Description
EEER Examination request

Effective date: 20190404

EEER Examination request

Effective date: 20190404

EEER Examination request

Effective date: 20190404