Dynamic data integration for structural modeling: model screening approach using a distance-based model parameterization

被引:0
|
作者
Satomi Suzuki
Guillaume Caumon
Jef Caers
机构
[1] Stanford University,Department of Energy Resources Engineering
[2] Nancy Université,School of Geology, CRPG
来源
Computational Geosciences | 2008年 / 12卷
关键词
History matching; Data assimilation; Structural uncertainty; Discrete-space optimization; Distance-based model parameterization; Distance function; Stochastic search;
D O I
暂无
中图分类号
学科分类号
摘要
This paper proposes a novel history-matching method where reservoir structure is inverted from dynamic fluid flow response. The proposed workflow consists of searching for models that match production history from a large set of prior structural model realizations. This prior set represents the reservoir structural uncertainty because of interpretation uncertainty on seismic sections. To make such a search effective, we introduce a parameter space defined with a “similarity distance” for accommodating this large set of realizations. The inverse solutions are found using a stochastic search method. Realistic reservoir examples are presented to prove the applicability of the proposed method.
引用
收藏
页码:105 / 119
页数:14
相关论文
共 50 条
  • [41] AN IMPROVED DYNAMIC FRICTION MODEL USING A DATA-BASED APPROACH
    Weir, Nathan A.
    Alleyne, Andrew G.
    PROCEEDINGS OF THE ASME 10TH ANNUAL DYNAMIC SYSTEMS AND CONTROL CONFERENCE, 2017, VOL 3, 2017,
  • [42] Stochastic Simulation of Patterns Using Distance-Based Pattern Modeling
    Mehrdad Honarkhah
    Jef Caers
    Mathematical Geosciences, 2010, 42 : 487 - 517
  • [43] Stochastic Simulation of Patterns Using Distance-Based Pattern Modeling
    Honarkhah, Mehrdad
    Caers, Jef
    MATHEMATICAL GEOSCIENCES, 2010, 42 (05) : 487 - 517
  • [44] Distance-Based Modeling and Manipulation Techniques Using Ultrasonic Gloves
    Hoang, Thuong N.
    Thomas, Bruce H.
    2012 IEEE INTERNATIONAL SYMPOSIUM ON MIXED AND AUGMENTED REALITY (ISMAR) - SCIENCE AND TECHNOLOGY, 2012, : 287 - 288
  • [45] A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes
    Hu, Yaru
    Zheng, Jinhua
    Jiang, Shouyong
    Yang, Shengxiang
    Zou, Juan
    Wang, Rui
    IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2024, 28 (01) : 238 - 251
  • [46] Hysteresis modeling of timber-based structural systems using a combined data and model-driven approach
    Aloisio, Angelo
    Rosso, Marco Martino
    Iqbal, Asif
    Fragiacomo, Massimo
    COMPUTERS & STRUCTURES, 2022, 269
  • [47] 2138. Structural dynamic model updating based on Kriging model using frequency response data
    Wang, Jutao
    Wang, Chunjie
    Zhao, Junpeng
    JOURNAL OF VIBROENGINEERING, 2016, 18 (06) : 3484 - 3498
  • [48] A Model for Dynamic Integration of Data Sources
    Obali, Murat
    Dursun, Bunyamin
    2012 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM), 2012, : 844 - 849
  • [49] Establishing the existence of a distance-based upper bound for a fuzzy DEA model using duality
    Soleimani-damaneh, M.
    CHAOS SOLITONS & FRACTALS, 2009, 41 (01) : 485 - 490
  • [50] Prediction of Monthly Flow Regimes Using the Distance-Based Method Nested with Model Swapping
    Qamar, Muhammad Uzair
    Vidrio-Sahagun, Cuauhtemoc Tonatiuh
    He, Jianxun
    Tariq, Usama
    Ali, Akbar
    WATER RESOURCES MANAGEMENT, 2024, 38 (14) : 5597 - 5613