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GB2591391B - Using distributed sensor data to control cluster efficiency downhole - Google Patents

Using distributed sensor data to control cluster efficiency downhole Download PDF

Info

Publication number
GB2591391B
GB2591391B GB2103738.7A GB202103738A GB2591391B GB 2591391 B GB2591391 B GB 2591391B GB 202103738 A GB202103738 A GB 202103738A GB 2591391 B GB2591391 B GB 2591391B
Authority
GB
United Kingdom
Prior art keywords
sensor data
distributed sensor
control cluster
cluster efficiency
efficiency downhole
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.)
Expired - Fee Related
Application number
GB2103738.7A
Other versions
GB2591391A (en
GB202103738D0 (en
Inventor
Madasu Srinath
Dev Ashwani
Prasad Rangarajan Keshava
Priyadarshy Satyam
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 GB202103738D0 publication Critical patent/GB202103738D0/en
Publication of GB2591391A publication Critical patent/GB2591391A/en
Application granted granted Critical
Publication of GB2591391B publication Critical patent/GB2591391B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

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
    • E21B43/00—Methods or apparatus for obtaining oil, gas, water, soluble or meltable materials or a slurry of minerals from wells
    • E21B43/25—Methods for stimulating production
    • E21B43/26—Methods for stimulating production by forming crevices or fractures
    • 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
    • E21B47/12—Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling
    • 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
    • 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
    • E21B47/06—Measuring temperature or pressure
    • 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
    • E21B47/06—Measuring temperature or pressure
    • E21B47/07—Temperature
    • 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
    • E21B47/00—Survey of boreholes or wells
    • E21B47/12—Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling
    • E21B47/13—Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling by electromagnetic energy, e.g. radio frequency
    • E21B47/135—Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling by electromagnetic energy, e.g. radio frequency using light waves, e.g. infrared or ultraviolet waves
    • 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)
  • Geology (AREA)
  • Mining & Mineral Resources (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Fluid Mechanics (AREA)
  • Environmental & Geological Engineering (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Remote Sensing (AREA)
  • Geophysics (AREA)
  • Electromagnetism (AREA)
  • Control Of Positive-Displacement Pumps (AREA)
  • Structures Of Non-Positive Displacement Pumps (AREA)
  • Arrangements For Transmission Of Measured Signals (AREA)
GB2103738.7A 2018-11-30 2018-11-30 Using distributed sensor data to control cluster efficiency downhole Expired - Fee Related GB2591391B (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2018/063251 WO2020112132A1 (en) 2018-11-30 2018-11-30 Using distributed sensor data to control cluster efficiency downhole

Publications (3)

Publication Number Publication Date
GB202103738D0 GB202103738D0 (en) 2021-05-05
GB2591391A GB2591391A (en) 2021-07-28
GB2591391B true GB2591391B (en) 2022-07-13

Family

ID=70852161

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2103738.7A Expired - Fee Related GB2591391B (en) 2018-11-30 2018-11-30 Using distributed sensor data to control cluster efficiency downhole

Country Status (6)

Country Link
US (1) US20220034220A1 (en)
CA (1) CA3109470A1 (en)
FR (1) FR3090728A1 (en)
GB (1) GB2591391B (en)
NO (1) NO20210545A1 (en)
WO (1) WO2020112132A1 (en)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114482990B (en) * 2021-12-31 2025-01-28 中国石油天然气集团有限公司 Drilling overflow early warning method and device
WO2023249663A1 (en) * 2022-06-24 2023-12-28 Halliburton Energy Services, Inc. Data-driven feature engineering and machine learning for analysis of distributed sensing data
WO2024019761A1 (en) 2022-07-22 2024-01-25 Halliburton Energy Services, Inc. Machine learning guided subsurface formation microseismic imaging
US12332094B2 (en) 2022-09-28 2025-06-17 Halliburton Energy Services, Inc. Machine learning-based wellbore fluid flow rate prediction
US12332099B2 (en) 2022-10-06 2025-06-17 Halliburton Energy Services, Inc. Virtual flow metering using acoustics for a well

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020152030A1 (en) * 2001-02-16 2002-10-17 Schultz Roger L. Downhole sensing and flow control utilizing neural networks
US20080306892A1 (en) * 2007-06-11 2008-12-11 Alexander Crossley Multiphase flow meter for electrical submersible pumps using artificial neural networks
WO2009111412A2 (en) * 2008-03-03 2009-09-11 Intelliserv, Inc. Monitoring downhole conditions with drill string distributed measurement system
US20110247824A1 (en) * 2010-04-12 2011-10-13 Hongren Gu Automatic stage design of hydraulic fracture treatments using fracture height and in-situ stress
WO2017041074A1 (en) * 2015-09-03 2017-03-09 Schlumberger Technology Corporation Method of integrating fracture, production, and reservoir operations into geomechanical operations of a wellsite

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10935684B2 (en) * 2015-10-28 2021-03-02 Halliburton Energy Services, Inc. Near real-time return-on-fracturing-investment optimization for fracturing shale and tight reservoirs
US10761894B2 (en) * 2017-10-30 2020-09-01 Sas Institute Inc. Methods and systems for automated monitoring and control of adherence parameters

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020152030A1 (en) * 2001-02-16 2002-10-17 Schultz Roger L. Downhole sensing and flow control utilizing neural networks
US20080306892A1 (en) * 2007-06-11 2008-12-11 Alexander Crossley Multiphase flow meter for electrical submersible pumps using artificial neural networks
WO2009111412A2 (en) * 2008-03-03 2009-09-11 Intelliserv, Inc. Monitoring downhole conditions with drill string distributed measurement system
US20110247824A1 (en) * 2010-04-12 2011-10-13 Hongren Gu Automatic stage design of hydraulic fracture treatments using fracture height and in-situ stress
WO2017041074A1 (en) * 2015-09-03 2017-03-09 Schlumberger Technology Corporation Method of integrating fracture, production, and reservoir operations into geomechanical operations of a wellsite

Also Published As

Publication number Publication date
FR3090728A1 (en) 2020-06-26
GB2591391A (en) 2021-07-28
US20220034220A1 (en) 2022-02-03
NO20210545A1 (en) 2021-04-30
WO2020112132A1 (en) 2020-06-04
CA3109470A1 (en) 2020-06-04
GB202103738D0 (en) 2021-05-05

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Legal Events

Date Code Title Description
PCNP Patent ceased through non-payment of renewal fee

Effective date: 20241130