MX2016003675A - Prediccion de riesgo en tiempo real durante las operaciones de perforacion. - Google Patents

Prediccion de riesgo en tiempo real durante las operaciones de perforacion.

Info

Publication number
MX2016003675A
MX2016003675A MX2016003675A MX2016003675A MX2016003675A MX 2016003675 A MX2016003675 A MX 2016003675A MX 2016003675 A MX2016003675 A MX 2016003675A MX 2016003675 A MX2016003675 A MX 2016003675A MX 2016003675 A MX2016003675 A MX 2016003675A
Authority
MX
Mexico
Prior art keywords
real
risk prediction
during drilling
drilling operations
time risk
Prior art date
Application number
MX2016003675A
Other languages
English (en)
Inventor
Dursun Serkan
Tuna Tayfun
Duman Kaan
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 MX2016003675A publication Critical patent/MX2016003675A/es

Links

Classifications

    • E—FIXED CONSTRUCTIONS
    • E21—EARTH DRILLING; MINING
    • E21B—EARTH DRILLING, e.g. DEEP 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 DRILLING; MINING
    • E21B—EARTH DRILLING, e.g. DEEP DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
    • E21B41/00—Equipment or details not covered by groups E21B15/00 - E21B40/00
    • 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
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/048—Fuzzy inferencing
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
    • G16Z99/00—Subject matter not provided for in other main groups of this subclass
    • E—FIXED CONSTRUCTIONS
    • E21—EARTH DRILLING; MINING
    • E21B—EARTH DRILLING, e.g. DEEP 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
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V11/00—Prospecting or detecting by methods combining techniques covered by two or more of main groups G01V1/00 - G01V9/00

Landscapes

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

Abstract

Sistemas y métodos para la predicción de riesgo en tiempo real durante las operaciones de perforación usando datos en tiempo real de un pozo no terminado, un modelo calificado de capas gruesas y un modelo calificado de capas finas para cada capa respectiva del modelo calificado de capas gruesas. Además de utilizar los sistemas y métodos para la predicción de riesgo en tiempo real, los sistemas y métodos se pueden utilizar también para monitorear otros pozos no terminados y para realizar un análisis estadístico de la duración de cada nivel de riesgo para el pozo monitoreado.
MX2016003675A 2013-10-25 2013-10-25 Prediccion de riesgo en tiempo real durante las operaciones de perforacion. MX2016003675A (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2013/066850 WO2015060864A1 (en) 2013-10-25 2013-10-25 Real-time risk prediction during drilling operations

Publications (1)

Publication Number Publication Date
MX2016003675A true MX2016003675A (es) 2016-09-16

Family

ID=52993309

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2016003675A MX2016003675A (es) 2013-10-25 2013-10-25 Prediccion de riesgo en tiempo real durante las operaciones de perforacion.

Country Status (12)

Country Link
US (1) US9582764B2 (es)
CN (1) CN105612538A (es)
AR (1) AR098175A1 (es)
AU (1) AU2013403352B9 (es)
BR (1) BR112016006470A2 (es)
CA (1) CA2925268C (es)
DE (1) DE112013007525T5 (es)
GB (1) GB2537489B (es)
MX (1) MX2016003675A (es)
RU (1) RU2603980C1 (es)
SG (1) SG11201602214QA (es)
WO (1) WO2015060864A1 (es)

Families Citing this family (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9305214B1 (en) * 2013-10-29 2016-04-05 The United States Of America, As Represented By The Secretary Of The Navy Systems and methods for real-time horizon detection in images
US20170306726A1 (en) * 2014-09-02 2017-10-26 King Abdullah University Of Science And Technology Stuck pipe prediction
EP3265647B1 (en) * 2015-03-06 2021-02-24 Hartford Steam Boiler Inspection and Insurance Company Risk assessment for drilling and well completion operations
WO2017206182A1 (en) * 2016-06-03 2017-12-07 Schlumberger Technology Corporation Detecting events in well reports
CN106499380A (zh) * 2016-12-19 2017-03-15 四川宏华电气有限责任公司 一种预防卡钻的方法及系统
EP3659101A4 (en) 2017-07-27 2020-12-09 Hartford Steam Boiler Inspection and Insurance Company EQUIPMENT-BASED RISK MANAGEMENT USING AN ASSET-SPECIFIC ENERGY DATA THROUGH DYNAMICALLY ADJUSTABLE SENSOR-CONTROLLED FEEDBACK LOOPS
GB2578258B (en) * 2017-08-18 2022-02-16 Landmark Graphics Corp Rate of penetration optimization for wellbores using machine learning
US10818386B2 (en) * 2018-11-21 2020-10-27 Enlitic, Inc. Multi-label heat map generating system
US11959380B2 (en) 2019-03-08 2024-04-16 Halliburton Energy Services, Inc Method to detect real-time drilling events
CN111677493B (zh) * 2019-03-11 2023-06-30 中国石油化工股份有限公司 一种钻井数据处理方法
NO20220083A1 (en) * 2019-08-23 2022-01-20 Landmark Graphics Corp Automated offset well analysis
US11739626B2 (en) 2019-09-30 2023-08-29 Saudi Arabian Oil Company Systems and methods to characterize well drilling activities
CN110782706B (zh) * 2019-11-06 2022-05-06 腾讯科技（深圳）有限公司 智能车辆驾驶风险的预警方法和装置
NO20220431A1 (en) 2019-11-15 2022-04-08 Halliburton Energy Services Inc Value balancing for oil or gas drilling and recovery equipment using machine learning models
CN111520123B (zh) * 2020-03-27 2021-03-02 中国石油化工股份有限公司石油工程技术研究院 一种机械钻速预测方法、装置及设备
US11131184B1 (en) * 2020-04-29 2021-09-28 Saudi Arabian Oil Company Method and system for determining a drilling hazard condition using well logs
RU2735794C1 (ru) * 2020-06-23 2020-11-09 Федеральное государственное автономное образовательное учреждение высшего образования "Южно-Уральский государственный университет (национальный исследовательский университет)" ФГАОУ ВО "ЮУрГУ (НИУ)" Способ прогнозирования прихватов бурильных труб
CN112257745B (zh) * 2020-09-11 2023-09-12 煤炭科学技术研究院有限公司 基于隐马尔可夫的煤矿井下系统健康度预测方法及装置
CN112612935B (zh) * 2020-12-16 2022-03-29 浙大城市学院 一种基于自推理模型的完整测井数据获取方法
CN113255188B (zh) * 2021-06-03 2022-03-08 四川省公路规划勘察设计研究院有限公司 一种基于事故树的桥梁安全预警方法及系统
US11829919B2 (en) 2021-06-30 2023-11-28 Saudi Arabian Oil Company Methods for people-driven, near-real time auditable well intervention program
CN114526052B (zh) * 2021-12-31 2023-09-19 中国石油天然气集团有限公司 一种钻完井工程风险预测方法及装置

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7003439B2 (en) * 2001-01-30 2006-02-21 Schlumberger Technology Corporation Interactive method for real-time displaying, querying and forecasting drilling event and hazard information
US6820702B2 (en) * 2002-08-27 2004-11-23 Noble Drilling Services Inc. Automated method and system for recognizing well control events
RU2321064C2 (ru) * 2004-06-03 2008-03-27 Мурманский государственный технический университет Способ построения обратимой трехмерной гидродинамической модели земли, калибруемой в реальном времени в процессе бурения
US7606666B2 (en) * 2007-01-29 2009-10-20 Schlumberger Technology Corporation System and method for performing oilfield drilling operations using visualization techniques
US20110161133A1 (en) 2007-09-29 2011-06-30 Schlumberger Technology Corporation Planning and Performing Drilling Operations
US8489375B2 (en) * 2007-10-22 2013-07-16 Schlumberger Technology Corporation Formation modeling while drilling for enhanced high angle for horizontal well placement
US8705318B2 (en) * 2008-03-10 2014-04-22 Schlumberger Technology Corporation Data aggregation for drilling operations
US8527248B2 (en) * 2008-04-18 2013-09-03 Westerngeco L.L.C. System and method for performing an adaptive drilling operation
US8494827B2 (en) * 2009-09-25 2013-07-23 Exxonmobil Upstream Research Company Method of predicting natural fractures and damage in a subsurface region
US8527249B2 (en) * 2010-02-23 2013-09-03 Halliburton Energy Services, Inc. System and method for optimizing drilling speed

Also Published As

Publication number Publication date
AU2013403352B9 (en) 2017-02-02
WO2015060864A1 (en) 2015-04-30
GB2537489B (en) 2020-05-06
US20150356450A1 (en) 2015-12-10
AR098175A1 (es) 2016-05-04
AU2013403352B2 (en) 2016-09-15
CA2925268C (en) 2018-02-27
BR112016006470A2 (pt) 2017-08-01
US9582764B2 (en) 2017-02-28
GB201604897D0 (en) 2016-05-04
RU2603980C1 (ru) 2016-12-10
SG11201602214QA (en) 2016-05-30
CN105612538A (zh) 2016-05-25
DE112013007525T5 (de) 2016-07-21
GB2537489A (en) 2016-10-19
CA2925268A1 (en) 2015-04-30
AU2013403352A1 (en) 2016-04-14

Similar Documents

Publication Publication Date Title
GB2537489A (en) Real-time risk prediction during drilling operations
GB2534729A (en) Real-time risk prediction during drilling operations
GB2550806A (en) Model generation for real-time rate of penetration prediction
SA516371856B1 (ar) مراقبة العديد من سلاسل الأنابيب باستخدام أداة كهرومغناطيسية للكشف عن التآكل (em)
MX2015014345A (es) Esferas de fracturamiento de espuma sintactica y metodos para su uso.
GB2533718A (en) Drilling automation using stochastic optimal control
GB2535034A (en) Methods and systems for microbiome characterization, monitoring and treatment
GB2518982B (en) Drilling system and associated system and method for monitoring, controlling, and predicting vibration in an underground drilling operation
MX2017005751A (es) Métodos y biomarcadores para predecir la eficacia y evaluación de un tratamiento con agonista de ox40.
GB2534734B (en) Systems and methods for optimizing drilling operations using transient cuttings modeling and real-time data
GB2518981B (en) Drilling system and associated system and method for monitoring, controlling, and predicting vibration in an underground drilling operation
MX2017002531A (es) Manejo de agua en campos petroleros.
NO20171642A1 (en) Condition based maintenance program based on life-stress acceleration model and cumulative damage model
GB2544696A (en) Casing wear prediction using integrated physics-driven and data-driven models
MX359360B (es) Pronóstico de producción de recursos.
GB2537565A (en) System, apparatus and method for guiding a drill bit based on forces applied to a drill bit
MX2017002536A (es) Aparato y metodos de doble dispositivo utilizables en la perforacion de pozos y otras operaciones de sondeo.
MX2016012826A (es) Metodo y sistema para activar, adquirir y comunicar datos del pozo de sondeo para un sistema de medicion durante la perforacion.
MX2017007454A (es) Metodos y sistemas para modelar un ensamblaje de fondo de pozo tridimensional avanzado.
WO2014165487A3 (en) Cement evaluation
MX2013010394A (es) Sistemas y metodos de monitoreo de datos de operaciones para multiples pozos en tiempo real.
MX2016006281A (es) Metodo y aparato para la estimacion del espesor de la tuberia de revestimiento.
SA516380495B1 (ar) جهاز وطريقة للإزالة المستمرة للردم من مصفاة الرمل أسفل البئر
AR097725A1 (es) Operaciones de perforaciones de pozos que involucran métodos computacionales que producen perfiles de depresión
GB2538386A (en) Ball drop tool and methods of use