BR112016001904A2 - método para determinar um valor ideal para um controle de uma operação de perfuração - Google Patents

método para determinar um valor ideal para um controle de uma operação de perfuração

Info

Publication number
BR112016001904A2
BR112016001904A2 BR112016001904A BR112016001904A BR112016001904A2 BR 112016001904 A2 BR112016001904 A2 BR 112016001904A2 BR 112016001904 A BR112016001904 A BR 112016001904A BR 112016001904 A BR112016001904 A BR 112016001904A BR 112016001904 A2 BR112016001904 A2 BR 112016001904A2
Authority
BR
Brazil
Prior art keywords
drilling
control
drilling operation
optimal value
data
Prior art date
Application number
BR112016001904A
Other languages
English (en)
Other versions
BR112016001904B1 (pt
Inventor
Pope David
Duarte James
R Holdaway Keith
LAING Moray
Original Assignee
Sas Inst Inc
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 Sas Inst Inc filed Critical Sas Inst Inc
Publication of BR112016001904A2 publication Critical patent/BR112016001904A2/pt
Publication of BR112016001904B1 publication Critical patent/BR112016001904B1/pt

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble 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
    • 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
    • E21B45/00—Measuring the drilling time or rate of penetration
    • 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
    • E21B49/003—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 by analysing drilling variables or conditions
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V13/00—Manufacturing, calibrating, cleaning, or repairing instruments or devices covered by groups G01V1/00 – G01V11/00
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Software Systems (AREA)
  • Geology (AREA)
  • Mining & Mineral Resources (AREA)
  • General Physics & Mathematics (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Environmental & Geological Engineering (AREA)
  • Fluid Mechanics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Geophysics (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Manufacturing & Machinery (AREA)
  • Computational Linguistics (AREA)
  • Earth Drilling (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Remote Sensing (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Stored Programmes (AREA)

Abstract

resumo “método para determinar um valor ideal para um controle de uma operação de perfuração” um método para determinar um valor ideal para um controle de uma operação de perfuração é proporcionado. os dados de perfuração a partir de uma operação de perfuração são recebidos. os dados de perfuração incluem uma pluralidade de valores medidos para cada uma da pluralidade de variáveis de controle de perfuração durante a operação de perfuração. um modelo da função objetivo é determinado utilizando os dados de perfuração recebidos. o modelo da função objetivo maximiza uma taxa de penetração para a operação de perfuração. dados de perfuração medidos são recebidos que incluem os valores dos dados de perfuração atuais para uma operação de perfuração diferente. um valor ideal para um controle da operação de perfuração diferente é determinado através da execução do modelo da função objetivo determinado com os dados de perfuração medidos que incluem os valores dos dados de perfuração atuais para a operação de perfuração diferente como uma entrada. o valor ideal determinado para o controle da operação de perfuração diferente é produzido.
BR112016001904-0A 2013-09-19 2014-09-19 Método para determinar um valor ideal para um controle de uma operação de perfuração BR112016001904B1 (pt)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201361879933P 2013-09-19 2013-09-19
US61/879,933 2013-09-19
US14/490,189 2014-09-18
US14/490,189 US9085958B2 (en) 2013-09-19 2014-09-18 Control variable determination to maximize a drilling rate of penetration
PCT/US2014/056455 WO2015042347A1 (en) 2013-09-19 2014-09-19 Control variable determination to maximize a drilling rate of penetration

Publications (2)

Publication Number Publication Date
BR112016001904A2 true BR112016001904A2 (pt) 2017-08-01
BR112016001904B1 BR112016001904B1 (pt) 2022-01-25

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
BR112016001904-0A BR112016001904B1 (pt) 2013-09-19 2014-09-19 Método para determinar um valor ideal para um controle de uma operação de perfuração

Country Status (9)

Country Link
US (2) US9085958B2 (pt)
CN (1) CN105473812B (pt)
BR (1) BR112016001904B1 (pt)
CA (1) CA2916762C (pt)
GB (1) GB2530945B (pt)
HK (1) HK1217744A1 (pt)
MX (1) MX361510B (pt)
NO (1) NO339353B1 (pt)
WO (1) WO2015042347A1 (pt)

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GB2530945B (en) 2017-07-26
MX361510B (es) 2018-12-07
MX2016001660A (es) 2016-10-07
CA2916762A1 (en) 2015-03-26
US20150227841A1 (en) 2015-08-13
GB2530945A (en) 2016-04-06
NO20160083A1 (en) 2016-01-14
US20150081222A1 (en) 2015-03-19
WO2015042347A1 (en) 2015-03-26
CA2916762C (en) 2016-07-26
GB201522616D0 (en) 2016-02-03
NO339353B1 (en) 2016-12-05
CN105473812B (zh) 2017-07-28
HK1217744A1 (zh) 2017-01-20
BR112016001904B1 (pt) 2022-01-25
CN105473812A (zh) 2016-04-06
US9085958B2 (en) 2015-07-21

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