EA201391111A1 - Система и способ для использования искусственной нейронной сети для моделирования гидравлики трубопроводов в имитаторе пластов - Google Patents

Система и способ для использования искусственной нейронной сети для моделирования гидравлики трубопроводов в имитаторе пластов

Info

Publication number
EA201391111A1
EA201391111A1 EA201391111A EA201391111A EA201391111A1 EA 201391111 A1 EA201391111 A1 EA 201391111A1 EA 201391111 A EA201391111 A EA 201391111A EA 201391111 A EA201391111 A EA 201391111A EA 201391111 A1 EA201391111 A1 EA 201391111A1
Authority
EA
Eurasian Patent Office
Prior art keywords
simulator
neural network
artificial neural
pipelines
modeling
Prior art date
Application number
EA201391111A
Other languages
English (en)
Inventor
Грэхем Флеминг
Терри Вонг
Original Assignee
Лэндмарк Графикс Корпорейшн
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 Лэндмарк Графикс Корпорейшн filed Critical Лэндмарк Графикс Корпорейшн
Publication of EA201391111A1 publication Critical patent/EA201391111A1/ru

Links

Classifications

    • 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 DRILLING; MINING
    • E21B—EARTH DRILLING, e.g. DEEP 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
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G05B13/027—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion using neural networks only
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B17/00—Systems involving the use of models or simulators of said systems
    • G05B17/02—Systems involving the use of models or simulators of said systems electric

Abstract

Описан способ реализации имитатора пласта. Способ содержит разработку обучающих данных путем выполнения вычисления в отношении начального набора входных данных, относящихся к параметрам пласта, для получения соответствующих выходных данных; обучение искусственной нейронной сети ("ANN") для выполнения упомянутого вычисления с использованием обучающих данных и использование обученной сети ANN для выполнения вычисления в отношении второго набора входных данных для получения соответствующих выходных данных для их использования имитатором пласта при выполнении имитаций.
EA201391111A 2011-01-31 2011-01-31 Система и способ для использования искусственной нейронной сети для моделирования гидравлики трубопроводов в имитаторе пластов EA201391111A1 (ru)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2011/023128 WO2012105934A1 (en) 2011-01-31 2011-01-31 System and method for using an artificial neural network to simulate pipe hydraulics in a reservoir simulator

Publications (1)

Publication Number Publication Date
EA201391111A1 true EA201391111A1 (ru) 2013-12-30

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
EA201391111A EA201391111A1 (ru) 2011-01-31 2011-01-31 Система и способ для использования искусственной нейронной сети для моделирования гидравлики трубопроводов в имитаторе пластов

Country Status (9)

Country Link
US (1) US10055684B2 (ru)
EP (1) EP2671167A4 (ru)
CN (1) CN103380424B (ru)
AU (1) AU2011357784B2 (ru)
BR (1) BR112013019329A2 (ru)
CA (1) CA2825189C (ru)
EA (1) EA201391111A1 (ru)
MX (1) MX2013008812A (ru)
WO (1) WO2012105934A1 (ru)

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Also Published As

Publication number Publication date
US10055684B2 (en) 2018-08-21
AU2011357784B2 (en) 2015-11-05
EP2671167A1 (en) 2013-12-11
CN103380424A (zh) 2013-10-30
CA2825189C (en) 2017-06-20
BR112013019329A2 (pt) 2018-07-10
EP2671167A4 (en) 2018-01-31
MX2013008812A (es) 2014-09-11
US20130304679A1 (en) 2013-11-14
CA2825189A1 (en) 2012-08-09
WO2012105934A1 (en) 2012-08-09
CN103380424B (zh) 2016-10-12

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