NO348091B1 - Casing wear prediction using integrated physics-driven and data-driven models - Google Patents

Casing wear prediction using integrated physics-driven and data-driven models Download PDF

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Publication number
NO348091B1
NO348091B1 NO20170350A NO20170350A NO348091B1 NO 348091 B1 NO348091 B1 NO 348091B1 NO 20170350 A NO20170350 A NO 20170350A NO 20170350 A NO20170350 A NO 20170350A NO 348091 B1 NO348091 B1 NO 348091B1
Authority
NO
Norway
Prior art keywords
casing wear
casing
model
drilling
log
Prior art date
Application number
NO20170350A
Other languages
English (en)
Norwegian (no)
Other versions
NO20170350A1 (en
Inventor
Robello Samuel
Mr Aniket
Serkan Dursun
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 NO20170350A1 publication Critical patent/NO20170350A1/en
Publication of NO348091B1 publication Critical patent/NO348091B1/en

Links

Classifications

    • 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
    • E21B44/00—Automatic control systems specially adapted for drilling operations, i.e. self-operating systems which function to carry out or modify a drilling operation without intervention of a human operator, e.g. computer-controlled drilling systems; Systems specially adapted for monitoring a plurality of drilling variables or conditions
    • 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
    • E21B47/007—Measuring stresses in a pipe string or casing
    • 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
    • E21B7/00—Special methods or apparatus for drilling
    • E21B7/04—Directional drilling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • E21B17/00—Drilling rods or pipes; Flexible drill strings; Kellies; Drill collars; Sucker rods; Cables; Casings; Tubings
    • E21B17/10—Wear protectors; Centralising devices, e.g. stabilisers
    • 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
    • E21B47/12—Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling
    • E21B47/14—Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling using acoustic waves
    • E21B47/18—Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling using acoustic waves through the well fluid, e.g. mud pressure pulse telemetry
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06G—ANALOGUE COMPUTERS
    • G06G7/00—Devices in which the computing operation is performed by varying electric or magnetic quantities
    • G06G7/48—Analogue computers for specific processes, systems or devices, e.g. simulators

Landscapes

  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mining & Mineral Resources (AREA)
  • Geology (AREA)
  • Physics & Mathematics (AREA)
  • Geochemistry & Mineralogy (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Fluid Mechanics (AREA)
  • Environmental & Geological Engineering (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Geophysics (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Mechanical Engineering (AREA)
  • Earth Drilling (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
  • Application Of Or Painting With Fluid Materials (AREA)
  • Golf Clubs (AREA)
NO20170350A 2014-10-17 2017-03-09 Casing wear prediction using integrated physics-driven and data-driven models NO348091B1 (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2014/061128 WO2016060684A1 (en) 2014-10-17 2014-10-17 Casing wear prediction using integrated physics-driven and data-driven models

Publications (2)

Publication Number Publication Date
NO20170350A1 NO20170350A1 (en) 2017-03-09
NO348091B1 true NO348091B1 (en) 2024-08-12

Family

ID=55642154

Family Applications (1)

Application Number Title Priority Date Filing Date
NO20170350A NO348091B1 (en) 2014-10-17 2017-03-09 Casing wear prediction using integrated physics-driven and data-driven models

Country Status (8)

Country Link
US (1) US10487640B2 (https=)
AR (1) AR101975A1 (https=)
AU (1) AU2014409112B2 (https=)
CA (1) CA2961145C (https=)
FR (1) FR3027339A1 (https=)
GB (1) GB2544696B (https=)
NO (1) NO348091B1 (https=)
WO (1) WO2016060684A1 (https=)

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AU2014384595B2 (en) * 2014-02-28 2017-11-09 Landmark Graphics Corporation Estimation and monitoring of casing wear during a drilling operation using casing wear maps
WO2015191095A1 (en) 2014-06-09 2015-12-17 Landmark Graphics Corporation Employing a target risk attribute predictor while drilling
CA2960137C (en) * 2014-10-14 2019-03-12 Landmark Graphics Corporation Automated fracture planning methods for multi-well fields
US11631065B1 (en) * 2014-10-24 2023-04-18 Worldpay, Llc System and method for payment processing telemetry
US10851636B1 (en) * 2015-06-08 2020-12-01 DataInfoCom USA, Inc. Systems and methods for analyzing resource production
US10961839B2 (en) 2016-08-02 2021-03-30 Schlumberger Technology Corporation Downhole equipment transport control
US10452794B2 (en) * 2016-08-25 2019-10-22 Baker Hughes, A Ge Company, Llc Generating a script for performing a well operation job
FR3059705A1 (fr) * 2016-12-07 2018-06-08 Landmark Graphics Corporation Amelioration mutuelle automatisee de modeles de champ petrolifere
CA3039475C (en) * 2016-12-07 2022-08-09 Landmark Graphics Corporation Automated mutual improvement of oilfield models
CN108288161A (zh) * 2017-01-10 2018-07-17 第四范式（北京）技术有限公司 基于机器学习来提供预测结果的方法及系统
GB2575594B (en) * 2017-06-16 2022-02-02 Landmark Graphics Corp Method and apparatus to predict casing wear for well systems
US10564204B2 (en) * 2017-07-28 2020-02-18 General Electric Company Method and system for diagnostics and monitoring of electric machines
US10866962B2 (en) 2017-09-28 2020-12-15 DatalnfoCom USA, Inc. Database management system for merging data into a database
CN108104795B (zh) * 2017-12-15 2021-02-12 西南石油大学 一种套管磨损风险的实时预警方法
EP4600462A3 (en) 2017-12-23 2025-10-29 Noetic Technologies Inc. System and method for optimizing tubular running operations using real-time measurements and modelling
EP3732348A1 (en) * 2017-12-28 2020-11-04 Impact Selector International, LLC Conveyance modeling
US11119454B2 (en) 2018-03-30 2021-09-14 General Electric Company System and method for power generation control
GB2597013B (en) * 2019-06-06 2022-12-28 Landmark Graphics Corp Casing wear calculation
US11060390B2 (en) * 2019-10-31 2021-07-13 Chevron U.S.A. Inc. Mitigation of frictional heat checking in well casing
CN113090249B (zh) * 2020-01-07 2023-12-26 中国石油天然气股份有限公司 样本数据提取、套管损坏预测方法、装置、设备和介质
WO2021194494A1 (en) * 2020-03-26 2021-09-30 Landmark Graphics Corporation Physical parameter projection for wellbore drilling
US20220205351A1 (en) * 2020-12-28 2022-06-30 Landmark Graphics Corporation Drilling data correction with machine learning and rules-based predictions
GB2623254A (en) * 2021-08-30 2024-04-10 Landmark Graphics Corp Determining parameters for a wellbore plug and abandonment operation
EP4423542A4 (en) * 2021-10-26 2025-08-20 Services Petroliers Schlumberger DRILL STRING SLIP/ADHERENCE PREDICTION AND MITIGATION
US20230184061A1 (en) * 2021-12-13 2023-06-15 Saudi Arabian Oil Company Machine Learning with Physics-based Models to Predict Multilateral Well Performance
US12163412B2 (en) * 2022-11-15 2024-12-10 Inventus Holdings, Llc Drilling intelligence guidance system for guiding a drill
US20250354447A1 (en) * 2024-05-17 2025-11-20 Halliburton Energy Services, Inc. Autonomous wireline service
CN119339847B (zh) * 2024-10-09 2025-07-11 盐城震业机械股份有限公司 一种基于电子功函数的球墨铸铁耐磨性能评估与调控方法

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Also Published As

Publication number Publication date
GB2544696B (en) 2020-09-23
AU2014409112A1 (en) 2017-03-23
GB201703983D0 (en) 2017-04-26
NO20170350A1 (en) 2017-03-09
CA2961145A1 (en) 2016-04-21
AR101975A1 (es) 2017-01-25
US10487640B2 (en) 2019-11-26
AU2014409112B2 (en) 2019-09-26
CA2961145C (en) 2021-05-18
GB2544696A (en) 2017-05-24
FR3027339A1 (https=) 2016-04-22
US20170292362A1 (en) 2017-10-12
WO2016060684A1 (en) 2016-04-21

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