SG11201602213RA - Real-time risk prediction during drilling operations - Google Patents

Real-time risk prediction during drilling operations

Info

Publication number
SG11201602213RA
SG11201602213RA SG11201602213RA SG11201602213RA SG11201602213RA SG 11201602213R A SG11201602213R A SG 11201602213RA SG 11201602213R A SG11201602213R A SG 11201602213RA SG 11201602213R A SG11201602213R A SG 11201602213RA SG 11201602213R A SG11201602213R A SG 11201602213RA
Authority
SG
Singapore
Prior art keywords
real
during drilling
drilling operations
risk prediction
time risk
Prior art date
Application number
SG11201602213RA
Inventor
Serkan Dursun
Tayfun Tuna
Kaan Duman
Robert West Kellogg
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 SG11201602213RA publication Critical patent/SG11201602213RA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic 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
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/16—Matrix or vector computation, e.g. matrix-matrix or matrix-vector multiplication, matrix factorization
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Mining & Mineral Resources (AREA)
  • Geology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Analysis (AREA)
  • Computational Mathematics (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Fluid Mechanics (AREA)
  • Medical Informatics (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Environmental & Geological Engineering (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • User Interface Of Digital Computer (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Control Of Conveyors (AREA)
SG11201602213RA 2013-10-25 2013-10-25 Real-time risk prediction during drilling operations SG11201602213RA (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2013/066856 WO2015060865A1 (en) 2013-10-25 2013-10-25 Real-time risk prediction during drilling operations

Publications (1)

Publication Number Publication Date
SG11201602213RA true SG11201602213RA (en) 2016-05-30

Family

ID=52993310

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201602213RA SG11201602213RA (en) 2013-10-25 2013-10-25 Real-time risk prediction during drilling operations

Country Status (12)

Country Link
US (1) US20160239754A1 (en)
CN (1) CN105830070A (en)
AR (1) AR097876A1 (en)
AU (1) AU2013403353B2 (en)
BR (1) BR112016006621A2 (en)
CA (1) CA2925113C (en)
DE (1) DE112013007532T5 (en)
GB (1) GB2534729B (en)
MX (1) MX2016003840A (en)
RU (1) RU2016110570A (en)
SG (1) SG11201602213RA (en)
WO (1) WO2015060865A1 (en)

Families Citing this family (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10513920B2 (en) * 2015-06-19 2019-12-24 Weatherford Technology Holdings, Llc Real-time stuck pipe warning system for downhole operations
US11085273B2 (en) 2015-08-27 2021-08-10 Halliburton Energy Services, Inc. Determining sources of erroneous downhole predictions
WO2017034587A1 (en) 2015-08-27 2017-03-02 Halliburton Energy Services, Inc. Tuning predictions of wellbore operation parameters
US11053792B2 (en) 2015-08-27 2021-07-06 Halliburton Energy Services, Inc. Predicting wellbore operation parameters
US11062333B2 (en) * 2016-11-22 2021-07-13 Accenture Global Solutions Limited Determining indices based on area-assigned data elements
US20210166197A1 (en) * 2017-03-14 2021-06-03 iMitig8 Risk LLC System and method for providing risk recommendation, mitigation and prediction
US11215033B2 (en) 2018-05-16 2022-01-04 Saudi Arabian Oil Company Drilling trouble prediction using stand-pipe-pressure real-time estimation
RU2719792C2 (en) * 2018-07-24 2020-04-23 Общество с ограниченной ответственностью "Газпромнефть Научно-Технический Центр" (ООО "Газпромнефть НТЦ") Method for predicting drilling mud absorption zones when drilling wells based on three-dimensional geomechanical model and tectonic model of deposit
CN110874686B (en) * 2018-09-04 2022-05-17 中国石油化工股份有限公司 Underground risk discrimination method
US11230917B2 (en) * 2018-11-13 2022-01-25 Vault Pressure Control Llc Surface completion system for operations and monitoring
US11466536B2 (en) 2019-10-04 2022-10-11 Vault Pressure Control, Llc Hydraulic override for confined space
CN113496302B (en) * 2020-04-02 2024-05-14 中国石油化工股份有限公司 Method and system for carrying out intelligent identification and early warning on drilling risk
RU2753289C1 (en) * 2020-10-20 2021-08-12 Федеральное государственное автономное образовательное учреждение высшего образования «Южно-Уральский государственный университет (национальный исследовательский университет)» Method for predicting sticking of drilling pipes in process of drilling borehole in real time
CN112668429B (en) * 2020-12-21 2023-06-20 湛江申翰科技实业有限公司 Intelligent preparation method and device of white marble powder
WO2023106956A1 (en) * 2021-12-10 2023-06-15 Saudi Arabian Oil Company Identifying and predicting unplanned drilling events
CN114526052B (en) * 2021-12-31 2023-09-19 中国石油天然气集团有限公司 Risk prediction method and device for well drilling and completion engineering

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB9621871D0 (en) * 1996-10-21 1996-12-11 Anadrill Int Sa Alarm system for wellbore site
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
US7258175B2 (en) * 2004-03-17 2007-08-21 Schlumberger Technology Corporation Method and apparatus and program storage device adapted for automatic drill bit selection based on earth properties and wellbore geometry
US8705318B2 (en) * 2008-03-10 2014-04-22 Schlumberger Technology Corporation Data aggregation for drilling operations
US8306842B2 (en) * 2008-10-16 2012-11-06 Schlumberger Technology Corporation Project planning and management

Also Published As

Publication number Publication date
GB2534729A (en) 2016-08-03
WO2015060865A1 (en) 2015-04-30
GB201605373D0 (en) 2016-05-11
AU2013403353B2 (en) 2017-03-16
MX2016003840A (en) 2017-03-01
AU2013403353A1 (en) 2016-04-14
CA2925113A1 (en) 2015-04-30
CN105830070A (en) 2016-08-03
BR112016006621A2 (en) 2017-08-01
GB2534729B (en) 2020-05-13
US20160239754A1 (en) 2016-08-18
CA2925113C (en) 2020-03-31
RU2016110570A (en) 2017-11-30
AR097876A1 (en) 2016-04-20
DE112013007532T5 (en) 2016-07-07

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