GB2600293B - AI/ML, distributed computing, and blockchained based reservoir management platform - Google Patents

AI/ML, distributed computing, and blockchained based reservoir management platform Download PDF

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Publication number
GB2600293B
GB2600293B GB2200668.8A GB202200668A GB2600293B GB 2600293 B GB2600293 B GB 2600293B GB 202200668 A GB202200668 A GB 202200668A GB 2600293 B GB2600293 B GB 2600293B
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GB
United Kingdom
Prior art keywords
blockchained
management platform
distributed computing
reservoir management
based reservoir
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.)
Active
Application number
GB2200668.8A
Other versions
GB2600293A (en
Inventor
Prasad Rangarajan Keshava
Vikram R Pandya Raja
Madasu Srinath
Dande Shashi
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
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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
Priority claimed from PCT/US2019/064655 external-priority patent/WO2021040764A1/en
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Publication of GB2600293A publication Critical patent/GB2600293A/en
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Publication of GB2600293B publication Critical patent/GB2600293B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/10—Office automation; Time management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/02—Agriculture; Fishing; Forestry; Mining
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L9/00—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L9/00—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols
    • H04L9/32—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials
    • H04L9/3236—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials using cryptographic hash functions
    • H04L9/3239—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials using cryptographic hash functions involving non-keyed hash functions, e.g. modification detection codes [MDCs], MD5, SHA or RIPEMD
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L9/00—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols
    • H04L9/32—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials
    • H04L9/3297—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials involving time stamps, e.g. generation of time stamps
    • 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
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/40—Seismology; Seismic or acoustic prospecting or detecting specially adapted for well-logging
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/004—Artificial life, i.e. computing arrangements simulating life
    • G06N3/006—Artificial life, i.e. computing arrangements simulating life based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/12—Computing arrangements based on biological models using genetic models
    • G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q2220/00—Business processing using cryptography
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L9/00—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols
    • H04L9/50—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols using hash chains, e.g. blockchains or hash trees

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Security & Cryptography (AREA)
  • Marketing (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Mining & Mineral Resources (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Geology (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Game Theory and Decision Science (AREA)
  • Data Mining & Analysis (AREA)
  • Development Economics (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Geochemistry & Mineralogy (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Educational Administration (AREA)
  • Fluid Mechanics (AREA)
  • Environmental & Geological Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Animal Husbandry (AREA)
  • Agronomy & Crop Science (AREA)
GB2200668.8A 2019-08-23 2020-08-21 AI/ML, distributed computing, and blockchained based reservoir management platform Active GB2600293B (en)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US201962891223P 2019-08-23 2019-08-23
PCT/US2019/064655 WO2021040764A1 (en) 2019-08-23 2019-12-05 Ai/ml based drilling and production platform
US202016651859A 2020-03-27 2020-03-27
PCT/US2020/047499 WO2021041252A1 (en) 2019-08-23 2020-08-21 Ai/ml, distributed computing, and blockchained based reservoir management platform

Publications (2)

Publication Number Publication Date
GB2600293A GB2600293A (en) 2022-04-27
GB2600293B true GB2600293B (en) 2023-03-22

Family

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Family Applications (3)

Application Number Title Priority Date Filing Date
GB2200679.5A Active GB2600296B (en) 2019-08-23 2020-08-21 AI/ML and blockchained based automated reservoir management platform
GB2200669.6A Pending GB2600294A (en) 2019-08-23 2020-08-21 AI/ML, distributed computing, and blockchained based reservoir management platform
GB2200668.8A Active GB2600293B (en) 2019-08-23 2020-08-21 AI/ML, distributed computing, and blockchained based reservoir management platform

Family Applications Before (2)

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GB2200679.5A Active GB2600296B (en) 2019-08-23 2020-08-21 AI/ML and blockchained based automated reservoir management platform
GB2200669.6A Pending GB2600294A (en) 2019-08-23 2020-08-21 AI/ML, distributed computing, and blockchained based reservoir management platform

Country Status (3)

Country Link
GB (3) GB2600296B (en)
NO (2) NO20220097A1 (en)
WO (3) WO2021041251A1 (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114352336A (en) * 2021-12-17 2022-04-15 北京天玛智控科技股份有限公司 Fully-mechanized coal mining face intelligent control system and method
CN116209030B (en) * 2023-05-06 2023-08-18 四川中普盈通科技有限公司 Mobile platform anti-weak network communication gateway access method and system

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140067353A1 (en) * 2012-09-05 2014-03-06 Stratagen Wellbore completion and hydraulic fracturing optimization methods and associated systems
US20140116776A1 (en) * 2012-10-31 2014-05-01 Resource Energy Solutions Inc. Methods and systems for improved drilling operations using real-time and historical drilling data
US20140351183A1 (en) * 2012-06-11 2014-11-27 Landmark Graphics Corporation Methods and related systems of building models and predicting operational outcomes of a drilling operation
US20150148919A1 (en) * 2013-11-27 2015-05-28 Adept Ai Systems Inc. Method and apparatus for artificially intelligent model-based control of dynamic processes using probabilistic agents
US20180171769A1 (en) * 2015-07-17 2018-06-21 Halliburton Energy Services, Inc. Structure For Fluid Flowback Control Decision Making And Optimization

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US6968909B2 (en) * 2002-03-06 2005-11-29 Schlumberger Technology Corporation Realtime control of a drilling system using the output from combination of an earth model and a drilling process model
US7814989B2 (en) * 2007-05-21 2010-10-19 Schlumberger Technology Corporation System and method for performing a drilling operation in an oilfield
CN101878434B (en) * 2008-04-10 2014-05-07 普拉德研究及开发股份有限公司 Method for characterizing a geological formation traversed by a borehole
US10345764B2 (en) * 2015-04-27 2019-07-09 Baker Hughes, A Ge Company, Llc Integrated modeling and monitoring of formation and well performance
WO2017027433A1 (en) * 2015-08-07 2017-02-16 Schlumberger Technology Corporation Method of performing integrated fracture and reservoir operations for multiple wellbores at a wellsite
KR101706245B1 (en) * 2015-09-14 2017-02-14 동아대학교 산학협력단 Method for controlling production rate using artificial neural network in digital oil field
WO2017188858A1 (en) * 2016-04-28 2017-11-02 Schlumberger Canada Limited Reservoir performance system
US10223482B2 (en) * 2016-06-29 2019-03-05 International Business Machines Corporation Machine learning assisted reservoir simulation
CA3090944A1 (en) * 2017-02-08 2018-08-16 Upstream Data Inc. Blockchain mine at oil or gas facility
JP2020530159A (en) * 2017-08-02 2020-10-15 ストロング フォース アイオーティ ポートフォリオ ２０１６，エルエルシー Methods and systems for detection of industrial Internet of Things data collection environments using large datasets

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140351183A1 (en) * 2012-06-11 2014-11-27 Landmark Graphics Corporation Methods and related systems of building models and predicting operational outcomes of a drilling operation
US20140067353A1 (en) * 2012-09-05 2014-03-06 Stratagen Wellbore completion and hydraulic fracturing optimization methods and associated systems
US20140116776A1 (en) * 2012-10-31 2014-05-01 Resource Energy Solutions Inc. Methods and systems for improved drilling operations using real-time and historical drilling data
US20150148919A1 (en) * 2013-11-27 2015-05-28 Adept Ai Systems Inc. Method and apparatus for artificially intelligent model-based control of dynamic processes using probabilistic agents
US20180171769A1 (en) * 2015-07-17 2018-06-21 Halliburton Energy Services, Inc. Structure For Fluid Flowback Control Decision Making And Optimization

Also Published As

Publication number Publication date
WO2021041254A1 (en) 2021-03-04
WO2021041251A1 (en) 2021-03-04
GB2600294A (en) 2022-04-27
GB2600296B (en) 2024-06-12
NO20220092A1 (en) 2022-01-21
GB2600296A (en) 2022-04-27
GB2600293A (en) 2022-04-27
NO20220097A1 (en) 2022-01-21
WO2021041252A1 (en) 2021-03-04

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