Reducing uncertainty in reservoir parameters combining history matching and conditioned geostatistical realizations

Oliveira Goncalo Soares; Soares Amilcar Oliveira; Schiozer Denis Jose; Maschio Celio

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Reducing uncertainty in reservoir parameters combining history matching and conditioned geostatistical realizations

机译：减少水库参数的不确定性结合历史匹配和条件的地统计学实现

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摘要

History matching is an iterative process that modifies a reservoir model to reproduce field behavior. Due to the scarcity of data the true distribution of facies, porosity and permeability between widely spaced wells is unknown, resulting in high uncertainty.

机译：历史匹配是一种迭代过程，可以修改储库模型以重现场行为。由于数据的稀缺性，所以广泛间隔孔之间的面部，孔隙度和渗透性的真正分布是未知的，导致高不确定性。

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来源
《Journal of Petroleum Science & Engineering》 |2017年第2017期|共16页
作者
Oliveira Goncalo Soares; Soares Amilcar Oliveira; Schiozer Denis Jose; Maschio Celio;
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作者单位

Univ Estadual Campinas Fac Engn Mecan Dept Engn Petr Caixa Postal 6122 BR-13083970 Campinas SP Brazil;

Cerena Inst Super Tecn Av Rovisco Pais P-1049001 Lisbon Portugal;

Univ Estadual Campinas Fac Engn Mecan Dept Engn Petr Caixa Postal 6122 BR-13083970 Campinas SP Brazil;

Univ Estadual Campinas Fac Engn Mecan Dept Engn Petr Caixa Postal 6122 BR-13083970 Campinas SP Brazil;

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原文格式 PDF
正文语种 eng
中图分类石油、天然气工业;
关键词
Geostatistical modeling; History matching; Optimization methods; Regional perturbation; Co-simulation;

机译：地统计学建模;历史匹配;优化方法;区域扰动;共模;

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1. Reducing uncertainty in reservoir parameters combining history matching and conditioned geostatistical realizations [J] . Oliveira Goncalo Soares, Soares Amilcar Oliveira, Schiozer Denis Jose, Journal of Petroleum Science & Engineering . 2017,第期

机译：减少水库参数的不确定性结合历史匹配和条件的地统计学实现
2. Combined Uncertainty and History-Matching Study of a Deepwater Turbidite Reservoir [J] . Dennis Denney Journal of Petroleum Technology . 2013,第4期

机译：深水浊积岩储层不确定性与历史匹配相结合的研究
3. History matching and uncertainty quantification for velocity dependent relative permeability parameters in a gas condensate reservoir [J] . Farahani Zohreh Dermanaki, Ahmadi Mohammad, Sharifi Mohammad Arabian journal of geosciences . 2019,第15期

机译：气体冷凝水储层中速度依赖性相对渗透参数的历史匹配与不确定性量化
4. Combining a Surveillance Testing Workflow into the Assisted History Matching Process to Reduce Uncertainties in a SAGD Reservoir [C] . W. K. Shaker, Z. Chen, G. J. Walker SPE Heavy Oil Conference Canada . 2013

机译：将监视测试工作流程结合到辅助历史匹配过程中，以减少SAGD水库的不确定性
5. Conditioning geostatistical models to three-dimensional, three-phase flow production data by automatic history matching. [D] . Li, Ruijian. 2001

机译：通过自动历史匹配将地统计学模型调整为三维，三相流生产数据。
6. Production history matching to determine reservoir properties of important coal groups in the Upper Pottsville formation Brookwood and Oak Grove fields Black Warrior Basin Alabama [O] . C. Özgen Karacan -1

机译：生产历史匹配以确定上皮斯维尔的重要煤炭群的水库特性布鲁克伍德和橡木树林领域黑色战士盆地阿拉巴马州
7. Uncertainty Quantification in Reservoir History Matching Using the Ensemble Smoother [O] . Thiago M. D. Silva, Abelardo Barreto, Sinesio Pesco 2019

机译：使用集合液体匹配的水库历史不确定性量化
8. Reducing Uncertainties in Model Predictions via History Matching of CO2 Migration and Reactive Transport Modeling of CO2 Fate at the Sleipner Project. [R] . Zhu, C. 2015

机译：通过在sleipner项目中CO2迁移和CO2命运的反应运输模型的历史匹配来减少模型预测中的不确定性。

Reducing uncertainty in reservoir parameters combining history matching and conditioned geostatistical realizations

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