SA522433308B1 - توليد نموذج افتراضي ثلاثي الأبعاد لمكمن هيدروكربون - Google Patents

توليد نموذج افتراضي ثلاثي الأبعاد لمكمن هيدروكربون

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Publication number
SA522433308B1
SA522433308B1 SA522433308A SA522433308A SA522433308B1 SA 522433308 B1 SA522433308 B1 SA 522433308B1 SA 522433308 A SA522433308 A SA 522433308A SA 522433308 A SA522433308 A SA 522433308A SA 522433308 B1 SA522433308 B1 SA 522433308B1
Authority
SA
Saudi Arabia
Prior art keywords
reservoir
variations
virtual
model
hydrocarbon
Prior art date
Application number
SA522433308A
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English (en)
Inventor
أ. السليمان أحمد
ناصر الناصر ممدوح
Original Assignee
شركــــة الزيــت العربيـــة السعوديــة
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.)
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Publication date
Application filed by شركــــة الزيــت العربيـــة السعوديــة filed Critical شركــــة الزيــت العربيـــة السعوديــة
Publication of SA522433308B1 publication Critical patent/SA522433308B1/ar

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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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00—Three-dimensional [3D] modelling for computer graphics
    • G06T17/05—Geographic models
    • 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
    • E21B41/00—Equipment or details not covered by groups E21B15/00 - E21B40/00
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V20/00—Geomodelling in general
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G06F30/23—Design optimisation, verification or simulation using finite element methods [FEM] or finite difference methods [FDM]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G06F30/27—Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • E21B2200/00—Special features related to earth drilling for obtaining oil, gas or water
    • E21B2200/20—Computer models or simulations, e.g. for reservoirs under production, drill bits
    • 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)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Geometry (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Mining & Mineral Resources (AREA)
  • Geology (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Computer Hardware Design (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Environmental & Geological Engineering (AREA)
  • Fluid Mechanics (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Remote Sensing (AREA)
  • Computer Graphics (AREA)
  • Geophysics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

يتعلق هذا الاختراع بنظام حاسوب يولد نموذج ثلاثي الأبعاد (3D) افتراضي لمكمن هيدروكربون باستخدام خوارزمية تعلُّم الآلة. يتم تدريب خوارزمية تعلُّم الآلة باستخدام المعلومات التي تم الحصول عليها من آبار هيدروكربون متعددة. يتضمن النموذج ثلاثي الأبعاد الافتراضي نموذج ضغط مكمن لمكمن الهيدروكربون يُشير إلى التباينات في ضغط مكمن وفقًا للوقت. يُشير نموذج تشبع مائع لمكمن الهيدروكربون إلى التباينات في تشبع مكمن وفقًا للوقت. يقوم نظام الحاسوب بتنفيذ خوارزمية تعلُّم الآلة لتحديد التباينات في ضغط المكمن والتباينات في تشبع المكمن بالنسبة لآبار الهيدروكربون المتعددة اعتمادًا على النموذج ثلاثي الأبعاد الافتراضي. يُولد جهاز عرض لنظام الحاسوب تمثيل بياني للتباينات في ضغط المكمن والتباينات في تشبع المكمن وفقًا للوقت. شكل 5.
SA522433308A 2020-01-16 2022-07-15 توليد نموذج افتراضي ثلاثي الأبعاد لمكمن هيدروكربون SA522433308B1 (ar)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US16/744,655 US12125141B2 (en) 2020-01-16 2020-01-16 Generation of a virtual three-dimensional model of a hydrocarbon reservoir
PCT/US2021/013418 WO2021146409A1 (en) 2020-01-16 2021-01-14 Generation of a virtual three-dimensional model of a hydrocarbon reservoir

Publications (1)

Publication Number Publication Date
SA522433308B1 true SA522433308B1 (ar) 2024-01-28

Family

ID=74562075

Family Applications (1)

Application Number Title Priority Date Filing Date
SA522433308A SA522433308B1 (ar) 2020-01-16 2022-07-15 توليد نموذج افتراضي ثلاثي الأبعاد لمكمن هيدروكربون

Country Status (3)

Country Link
US (1) US12125141B2 (ar)
SA (1) SA522433308B1 (ar)
WO (1) WO2021146409A1 (ar)

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US20230259670A1 (en) * 2022-02-16 2023-08-17 Saudi Arabian Oil Comoany Permeability modeling in a reservoir simulation model using dynamic pressure transient analysis
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US12534981B2 (en) 2022-12-12 2026-01-27 Saudi Arabian Oil Company Detecting interference between hydrocarbon wells
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CN121605238A (zh) * 2023-07-06 2026-03-03 阿布扎比国家石油公司 用于推荐储层监测计划和井的流量测试计划的系统
CN119538353B (zh) * 2023-08-29 2026-01-23 中国石油化工股份有限公司 油气地下多孪生体融合方法和钻井轨道设计调整方法

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Also Published As

Publication number Publication date
US12125141B2 (en) 2024-10-22
WO2021146409A1 (en) 2021-07-22
US20210225070A1 (en) 2021-07-22

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