CA2977490A1 - Fuzzy logic flow regime identification and control - Google Patents

Fuzzy logic flow regime identification and control Download PDF

Info

Publication number
CA2977490A1
CA2977490A1 CA2977490A CA2977490A CA2977490A1 CA 2977490 A1 CA2977490 A1 CA 2977490A1 CA 2977490 A CA2977490 A CA 2977490A CA 2977490 A CA2977490 A CA 2977490A CA 2977490 A1 CA2977490 A1 CA 2977490A1
Authority
CA
Canada
Prior art keywords
flow
regime
liquid
fluid
regimes
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.)
Abandoned
Application number
CA2977490A
Other languages
English (en)
French (fr)
Inventor
Serkan DURSUN
Florentina POPA
Brent Charles HOUCHENS
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 CA2977490A1 publication Critical patent/CA2977490A1/en
Abandoned legal-status Critical Current

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)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Geology (AREA)
  • Mining & Mineral Resources (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Environmental & Geological Engineering (AREA)
  • Fluid Mechanics (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Automation & Control Theory (AREA)
  • Geophysics (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Fuzzy Systems (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • General Health & Medical Sciences (AREA)
  • Mathematical Analysis (AREA)
  • Biomedical Technology (AREA)
  • Pure & Applied Mathematics (AREA)
  • Molecular Biology (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Mathematical Optimization (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)
CA2977490A 2015-03-25 2015-07-27 Fuzzy logic flow regime identification and control Abandoned CA2977490A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201562138117P 2015-03-25 2015-03-25
US62/138,117 2015-03-25
PCT/US2015/042256 WO2016153544A1 (en) 2015-03-25 2015-07-27 Fuzzy logic flow regime identification and control

Publications (1)

Publication Number Publication Date
CA2977490A1 true CA2977490A1 (en) 2016-09-29

Family

ID=56939817

Family Applications (1)

Application Number Title Priority Date Filing Date
CA2977490A Abandoned CA2977490A1 (en) 2015-03-25 2015-07-27 Fuzzy logic flow regime identification and control

Country Status (8)

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

Families Citing this family (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2544700B (en) * 2014-10-22 2020-10-07 Landmark Graphics Corp 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
WO2021051178A1 (pt) * 2019-09-17 2021-03-25 Petróleo Brasileiro S.A. - Petrobras Controlador supressor de golfadas em sistemas de produção de petróleo
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

Family Cites Families (11)

* 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
EP1514562B1 (en) * 1999-04-30 2009-04-22 Children's Hospital Medical Center Hemofiltration system
US20020112888A1 (en) * 2000-12-18 2002-08-22 Christian Leuchtenberg Drilling system and method
KR20100105906A (ko) * 2002-07-19 2010-09-30 엔테그리스, 아이엔씨. 유체유동측정 및 비례유체유동 제어장치
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
US8180578B2 (en) * 2008-02-20 2012-05-15 Schlumberger Technology Corporation Multi-component multi-phase fluid analysis using flash method
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
PL2667162T3 (pl) * 2012-05-24 2016-03-31 Air Prod & Chem Sposób oraz urządzenie do mierzenia właściwości fizycznych płynów dwufazowych
US8966970B2 (en) * 2012-12-18 2015-03-03 General Electric Company Flow sensor assembly having a hybrid sensor response

Also Published As

Publication number Publication date
AU2015387477A1 (en) 2017-09-07
WO2016153544A1 (en) 2016-09-29
NO20171382A1 (en) 2017-08-22
FR3034232A1 (https=) 2016-09-30
GB2550785A (en) 2017-11-29
US20180004234A1 (en) 2018-01-04
GB2550785B (en) 2021-03-31
GB201713406D0 (en) 2017-10-04
NO348090B1 (en) 2024-08-12
AR103537A1 (es) 2017-05-17

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Legal Events

Date Code Title Description
EEER Examination request

Effective date: 20170822

FZDE Discontinued

Effective date: 20201204