NO348090B1 - Fuzzy logic flow regime identification and control - Google Patents

Fuzzy logic flow regime identification and control Download PDF

Info

Publication number
NO348090B1
NO348090B1 NO20171382A NO20171382A NO348090B1 NO 348090 B1 NO348090 B1 NO 348090B1 NO 20171382 A NO20171382 A NO 20171382A NO 20171382 A NO20171382 A NO 20171382A NO 348090 B1 NO348090 B1 NO 348090B1
Authority
NO
Norway
Prior art keywords
flow
regime
liquid
regimes
fluid
Prior art date
Application number
NO20171382A
Other languages
English (en)
Norwegian (no)
Other versions
NO20171382A1 (en
Inventor
Serkan Dursun
Popa Florentina
Brent Charles Houchens
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 NO20171382A1 publication Critical patent/NO20171382A1/no
Publication of NO348090B1 publication Critical patent/NO348090B1/en

Links

Classifications

    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D7/00—Control of flow
    • G05D7/06—Control of flow characterised by the use of electric means
    • G05D7/0617—Control of flow characterised by the use of electric means specially adapted for fluid materials
    • G05D7/0629—Control of flow characterised by the use of electric means specially adapted for fluid materials characterised by the type of regulator means
    • G05D7/0635—Control of flow characterised by the use of electric means specially adapted for fluid materials characterised by the type of regulator means by action on throttling means
    • 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
    • E21B34/00—Valve arrangements for boreholes or wells
    • E21B34/06—Valve arrangements for boreholes or wells in 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
    • E21B43/00—Methods or apparatus for obtaining oil, gas, water, soluble or meltable materials or a slurry of minerals from wells
    • E21B43/34—Arrangements for separating materials produced by the well
    • 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
    • E21B47/10—Locating fluid leaks, intrusions or movements
    • 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
    • E21B49/08—Obtaining fluid samples or testing fluids, in boreholes or wells
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V9/00—Prospecting or detecting by methods not provided for in groups G01V1/00 - G01V8/00
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B15/00—Systems controlled by a computer
    • G05B15/02—Systems controlled by a computer electric
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D7/00—Control of flow
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D7/00—Control of flow
    • G05D7/06—Control of flow characterised by the use of electric means
    • G05D7/0605—Control of flow characterised by the use of electric means specially adapted for solid materials
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/048—Fuzzy inferencing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/02—Computing arrangements based on specific mathematical models using fuzzy logic
    • 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
    • E21B43/00—Methods or apparatus for obtaining oil, gas, water, soluble or meltable materials or a slurry of minerals from wells
    • E21B43/12—Methods or apparatus for controlling the flow of the obtained fluid to or in wells
    • E21B43/121—Lifting well fluids

Landscapes

  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Mining & Mineral Resources (AREA)
  • Geology (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Fluid Mechanics (AREA)
  • Environmental & Geological Engineering (AREA)
  • Automation & Control Theory (AREA)
  • Geophysics (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Algebra (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Mathematical Analysis (AREA)
  • Biomedical Technology (AREA)
  • Computational Linguistics (AREA)
  • Feedback Control In General (AREA)
  • Flow Control (AREA)
  • Measuring Volume Flow (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
NO20171382A 2015-03-25 2017-08-22 Fuzzy logic flow regime identification and control NO348090B1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201562138117P 2015-03-25 2015-03-25
PCT/US2015/042256 WO2016153544A1 (en) 2015-03-25 2015-07-27 Fuzzy logic flow regime identification and control

Publications (2)

Publication Number Publication Date
NO20171382A1 NO20171382A1 (en) 2017-08-22
NO348090B1 true NO348090B1 (en) 2024-08-12

Family

ID=56939817

Family Applications (1)

Application Number Title Priority Date Filing Date
NO20171382A NO348090B1 (en) 2015-03-25 2017-08-22 Fuzzy logic flow regime identification and control

Country Status (8)

Country Link
US (1) US20180004234A1 (enExample)
AR (1) AR103537A1 (enExample)
AU (1) AU2015387477A1 (enExample)
CA (1) CA2977490A1 (enExample)
FR (1) FR3034232A1 (enExample)
GB (1) GB2550785B (enExample)
NO (1) NO348090B1 (enExample)
WO (1) WO2016153544A1 (enExample)

Families Citing this family (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016064384A1 (en) * 2014-10-22 2016-04-28 Landmark Graphics Corporation Flow regime identification apparatus, methods, and systems
CN107065005B (zh) * 2017-06-14 2023-05-09 四川大学 一种微震测试系统
MX2022002966A (es) * 2019-09-17 2022-04-06 Petroleo Brasileiro Sa Petrobras Controlador para suprimir tapones de liquido en sistemas de produccion de petroleo.
US11988085B2 (en) 2021-05-28 2024-05-21 Saudi Arabian Oil Company Method and system for determining virtual flow sensing measurements
CN113824126A (zh) * 2021-06-04 2021-12-21 国网新疆电力有限公司 一种基于模糊理论的储能变流器虚拟同步自适应控制方法
CN115726764B (zh) * 2021-09-01 2024-10-29 中国石油化工股份有限公司 基于模糊逻辑的电泵井故障诊断系统和方法
US20250101856A1 (en) * 2022-02-02 2025-03-27 Chevron U.S.A. Inc. Wellbore deposition monitoring tool
CN114548735B (zh) * 2022-02-17 2024-07-16 武汉重工铸锻有限责任公司 一种船用柴油机曲轴批量制造的智能排产方法
US12270286B2 (en) 2022-09-23 2025-04-08 David Cook Apparatus and method for fracking optimization
US11941563B1 (en) * 2022-09-23 2024-03-26 David Cook Apparatus and method for fracking optimization
CN118281895B (zh) * 2022-12-29 2026-01-16 中国电力科学研究院有限公司 一种新能源场站振荡抑制方法及系统
US20250163800A1 (en) * 2023-11-22 2025-05-22 Schlumberger Technology Corporation Self-consistent flow regime identification for downhole monitoring

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002050398A1 (en) * 2000-12-18 2002-06-27 Impact Engineering Solutions Limited Cloded loop fluid-handing system for well drilling
US20090210174A1 (en) * 2008-02-20 2009-08-20 Schlumberger Technology Corporation Multi-component multi-phase fluid analysis using flash method

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0756065A1 (en) * 1995-07-24 1997-01-29 Shell Internationale Researchmaatschappij B.V. System for controlling production from a gas-lifted oil well
BR0009799B1 (pt) * 1999-04-30 2009-01-13 sistemas de controle e de hemoinfiltraÇço contÍnua.
JP2005537464A (ja) * 2002-07-19 2005-12-08 マイクロリス コーポレイション 流体フロー測定および比例流体フロー制御デバイス
GB2429797B (en) * 2005-08-31 2010-09-08 Genesis Oil And Gas Consultant Pipeline control system
WO2009020861A1 (en) * 2007-08-03 2009-02-12 Smartsignal Corporation Fuzzy classification approach to fault pattern matching
US9285794B2 (en) * 2011-09-07 2016-03-15 Exxonmobil Upstream Research Company Drilling advisory systems and methods with decision trees for learning and application modes
US9068873B2 (en) * 2012-02-14 2015-06-30 King Fahd University Of Petroleum And Minerals Multiphase flow measurement system and method
ES2556783T3 (es) * 2012-05-24 2016-01-20 Air Products And Chemicals, Inc. Método y aparato para medir las propiedades físicas de fluidos bifásicos
US8966970B2 (en) * 2012-12-18 2015-03-03 General Electric Company Flow sensor assembly having a hybrid sensor response

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002050398A1 (en) * 2000-12-18 2002-06-27 Impact Engineering Solutions Limited Cloded loop fluid-handing system for well drilling
US20090210174A1 (en) * 2008-02-20 2009-08-20 Schlumberger Technology Corporation Multi-component multi-phase fluid analysis using flash method

Also Published As

Publication number Publication date
NO20171382A1 (en) 2017-08-22
AU2015387477A1 (en) 2017-09-07
US20180004234A1 (en) 2018-01-04
FR3034232A1 (enExample) 2016-09-30
GB201713406D0 (en) 2017-10-04
AR103537A1 (es) 2017-05-17
GB2550785B (en) 2021-03-31
WO2016153544A1 (en) 2016-09-29
CA2977490A1 (en) 2016-09-29
GB2550785A (en) 2017-11-29

Similar Documents

Publication Publication Date Title
US20180004234A1 (en) Fuzzy logic flow regime identification and control
Epelle et al. A review of technological advances and open challenges for oil and gas drilling systems engineering
US11215045B2 (en) Characterizing responses in a drilling system
US20240003245A1 (en) Fluid production network leak detection system
EP3500725B1 (en) Fluid production network leak detection
US10345764B2 (en) Integrated modeling and monitoring of formation and well performance
US7610251B2 (en) Well control systems and associated methods
EP2519843B1 (en) Use of general bayesian networks in oilfield operations
US20160154907A1 (en) Integrated network asset modeling
NO20171977A1 (en) System and method for real-time monitoring and estimation of intelligent well system production performance
CA2883572A1 (en) Model-driven surveillance and diagnostics
WO2024249267A1 (en) Generative diffusion machine learning for reservoir simulation model history matching
CA2961558C (en) Flow regime identification apparatus, methods, and systems
US20230116731A1 (en) Intelligent time-stepping for numerical simulations
NO20220420A1 (en) Method and system for prediction and classification of integrated virtual and physical sensor data
US20250200328A1 (en) Machine learning framework for predicting inflow performance relationship in complex reservoirs
US20250179910A1 (en) Methods and systems for real-time multiphase flow prediction using sensor fusion and physics-based hybrid ai model(s)
CN119563067A (zh) 多相流不稳定性控制
US20240394442A1 (en) Machine learning workflow to predict true sand resistivity in laminated low resistivity sands
WO2024206419A1 (en) System and method for efficient optimization of hydrocarbon-production well configuration and trajectory using performance versus drilling-cost profiles
WO2025183959A1 (en) System and method for monitoring downhole operation
GB2480385A (en) A method of predicting a wellbore variable