AR114671A1 - Sistema y método para detectar eventos en el fondo de un pozo - Google Patents

Sistema y método para detectar eventos en el fondo de un pozo

Info

Publication number
AR114671A1
AR114671A1 ARP190100573A ARP190100573A AR114671A1 AR 114671 A1 AR114671 A1 AR 114671A1 AR P190100573 A ARP190100573 A AR P190100573A AR P190100573 A ARP190100573 A AR P190100573A AR 114671 A1 AR114671 A1 AR 114671A1
Authority
AR
Argentina
Prior art keywords
segments
well
detect events
processed
drilling data
Prior art date
Application number
ARP190100573A
Other languages
English (en)
Inventor
Yang Zha
Original Assignee
Conocophillips Co
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 Conocophillips Co filed Critical Conocophillips Co
Publication of AR114671A1 publication Critical patent/AR114671A1/es

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
    • 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
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0418—Architecture, e.g. interconnection topology using chaos or fractal principles
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • 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
    • E21B2200/22—Fuzzy logic, artificial intelligence, neural networks or the like

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Mining & Mineral Resources (AREA)
  • Geology (AREA)
  • Computational Linguistics (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Biophysics (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Fluid Mechanics (AREA)
  • Environmental & Geological Engineering (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Earth Drilling (AREA)
  • Remote Sensing (AREA)
  • Geophysics (AREA)

Abstract

Un método para determinar y mitigar uno o más eventos de fondo de pozo en una sarta de perforación que está en un pozo. El método incluye recibir datos de la perforación de uno o más sensores de superficie, mediante un procesador. Los datos de la perforación se procesan para obtener una pluralidad de segmentos. Cada uno de los segmentos de dicha pluralidad se procesa mediante un modelo entrenado previamente, de tal manera que se determinan una o más etiquetas. Las una o más etiquetas se relacionan con uno o más eventos de fondo de pozo correspondientes a cada uno de los segmentos de dicha pluralidad.
ARP190100573A 2018-03-09 2019-03-08 Sistema y método para detectar eventos en el fondo de un pozo AR114671A1 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US201862640951P 2018-03-09 2018-03-09

Publications (1)

Publication Number Publication Date
AR114671A1 true AR114671A1 (es) 2020-09-30

Family

ID=67844450

Family Applications (1)

Application Number Title Priority Date Filing Date
ARP190100573A AR114671A1 (es) 2018-03-09 2019-03-08 Sistema y método para detectar eventos en el fondo de un pozo

Country Status (6)

Country Link
US (1) US20190277135A1 (es)
EP (1) EP3762584A4 (es)
AR (1) AR114671A1 (es)
AU (1) AU2019230099A1 (es)
CA (1) CA3091684A1 (es)
WO (1) WO2019173586A1 (es)

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BR112018070577A2 (pt) 2016-04-07 2019-02-12 Bp Exploration Operating Company Limited detecção de localizações de ingresso de areia de fundo de poço
AU2017246521B2 (en) 2016-04-07 2023-02-02 Bp Exploration Operating Company Limited Detecting downhole sand ingress locations
AU2018321150A1 (en) 2017-08-23 2020-03-12 Bp Exploration Operating Company Limited Detecting downhole sand ingress locations
US11333636B2 (en) 2017-10-11 2022-05-17 Bp Exploration Operating Company Limited Detecting events using acoustic frequency domain features
DE202018003585U1 (de) * 2018-08-01 2019-11-06 Leybold Gmbh Vakuumpumpe
GB201820331D0 (en) 2018-12-13 2019-01-30 Bp Exploration Operating Co Ltd Distributed acoustic sensing autocalibration
WO2021073741A1 (en) 2019-10-17 2021-04-22 Lytt Limited Fluid inflow characterization using hybrid das/dts measurements
US11846174B2 (en) * 2020-02-01 2023-12-19 Halliburton Energy Services, Inc. Loss circulation detection during cementing operations
US11795814B2 (en) 2020-03-13 2023-10-24 Landmark Graphics Corporation Early warning and automated detection for lost circulation in wellbore drilling
CN111550273B (zh) * 2020-04-26 2022-05-27 北京广景视觉科技有限公司 一种基于计算机视觉的液压支架调平调直方法
EP4165284A1 (en) 2020-06-11 2023-04-19 Lytt Limited Systems and methods for subterranean fluid flow characterization
WO2021254633A1 (en) * 2020-06-18 2021-12-23 Lytt Limited Event model training using in situ data
EP4168647A1 (en) * 2020-06-18 2023-04-26 Lytt Limited Event model training using in situ data
WO2022026879A1 (en) * 2020-07-31 2022-02-03 Hamed Soroush Geomechanics and wellbore stability modeling using drilling dynamics data
US20220127947A1 (en) * 2020-10-26 2022-04-28 Saudi Arabian Oil Company Contactless sensor monitoring of a drill string controlled by a drilling program
WO2022094176A1 (en) * 2020-10-30 2022-05-05 Schlumberger Technology Corporation Machine learning synthesis of formation evaluation data
US20230117396A1 (en) * 2021-10-01 2023-04-20 Halliburton Energy Services, Inc. Use of Vibration Indexes as Classifiers For Tool Performance Assessment and Failure Detection
WO2024035838A1 (en) * 2022-08-10 2024-02-15 Conocophillips Company Integrated reservoir characterization using nmr t1-t2 measurements

Family Cites Families (12)

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US4207619A (en) * 1975-02-24 1980-06-10 Alf Klaveness Seismic well logging system and method
US8857510B2 (en) * 2009-04-03 2014-10-14 Schlumberger Technology Corporation System and method for determining movement of a drilling component in a wellbore
CN102687041B (zh) * 2009-08-07 2014-09-24 埃克森美孚上游研究公司 根据地面测量估计井下钻探振动指标的方法
EA201270258A1 (ru) * 2009-08-07 2012-09-28 Эксонмобил Апстрим Рисерч Компани Способы оценки амплитуды вибраций на забое при бурении по результатам измерений на поверхности
EA201270252A1 (ru) * 2009-08-07 2012-07-30 Эксонмобил Апстрим Рисерч Компани Консультативные системы и способы бурения с использованием целевых функций
US9394783B2 (en) * 2011-08-26 2016-07-19 Schlumberger Technology Corporation Methods for evaluating inflow and outflow in a subterranean wellbore
US20140324743A1 (en) * 2013-04-30 2014-10-30 Hewlett-Packard Development Company, L.P. Autoregressive model for time-series data
US20150247396A1 (en) * 2014-02-28 2015-09-03 Smith International, Inc. Automated rate of penetration optimization while milling
US10364668B2 (en) * 2014-06-27 2019-07-30 Halliburton Energy Services, Inc. Measuring micro stalls and stick slips in mud motors using fiber optic sensors
WO2016069318A1 (en) * 2014-10-27 2016-05-06 Board Of Regents, The University Of Texas System Adaptive drilling vibration diagnostics
WO2017206182A1 (en) * 2016-06-03 2017-12-07 Schlumberger Technology Corporation Detecting events in well reports
GB2552939A (en) * 2016-08-08 2018-02-21 Datacloud Int Inc Method and system for analysing drilling data

Also Published As

Publication number Publication date
EP3762584A4 (en) 2021-12-22
AU2019230099A1 (en) 2020-09-03
US20190277135A1 (en) 2019-09-12
WO2019173586A1 (en) 2019-09-12
EP3762584A1 (en) 2021-01-13
CA3091684A1 (en) 2019-09-12

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