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基于响应面法的聚合物驱油影响因素分析

Analysis of Factors Affecting Polymer Flooding Based on a Response Surface Method.

作者信息

Hu Jie, Li Aifen

机构信息

School of Petroleum Engineering, China University of Petroleum (East China), Qingdao 266580, China.

出版信息

ACS Omega. 2021 Apr 1;6(14):9362-9367. doi: 10.1021/acsomega.0c05089. eCollection 2021 Apr 13.

DOI:10.1021/acsomega.0c05089
PMID:33869916
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8047723/
Abstract

Both polymer injection time and injection rate play an important role in the development of an offshore reservoir with a limited service life of the platform. To quantitatively and qualitatively investigate the influence of the formation packing sequence, injection rate, polymer injection timing, and their interaction on the performance of polymer flooding, a numerical reservoir model is simulated in this study based on the properties of offshore reservoir LD in China. Also, the polymer flooding experimental scheme is designed according to the response surface method and single-factor analysis method. Based on numerical simulation and statistical analysis, a regression model is established to predict the incremental oil recovery factor of polymer flooding. The analysis of variance (ANOVA) shows that the regression model fits well with the experimental data. The three factors' influence capacities on the increased oil recovery factor from large to small are the injection rate, formation rhythm, and injection timing. From the analysis, it is also found that the improved polymer flooding performance can be achieved under an injection rate of 0.07-0.09 PV/a and an injection timing of 30% water cut for positive rhythm formation.

摘要

聚合物注入时间和注入速率对平台使用寿命有限的海上油藏开发都起着重要作用。为了定量和定性地研究地层充填顺序、注入速率、聚合物注入时机及其相互作用对聚合物驱油性能的影响,本研究基于中国海上油藏LD的特性模拟了一个油藏数值模型。此外,根据响应面法和单因素分析法设计了聚合物驱油实验方案。基于数值模拟和统计分析,建立了一个回归模型来预测聚合物驱油的增油采收率。方差分析(ANOVA)表明回归模型与实验数据拟合良好。这三个因素对提高采收率的影响能力从大到小依次为注入速率、地层韵律和注入时机。分析还发现,对于正韵律地层,在注入速率为0.07 - 0.09 PV/a和含水率为30%时注入聚合物,可实现更好的聚合物驱油性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/31442343d749/ao0c05089_0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/1ebdc29c2353/ao0c05089_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/764a48ba58b3/ao0c05089_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/6401fe16d792/ao0c05089_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/817f02ebe610/ao0c05089_0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/7fe3a59a4b9b/ao0c05089_0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/ee9c3c44536f/ao0c05089_0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/31442343d749/ao0c05089_0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/1ebdc29c2353/ao0c05089_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/764a48ba58b3/ao0c05089_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/6401fe16d792/ao0c05089_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/817f02ebe610/ao0c05089_0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/7fe3a59a4b9b/ao0c05089_0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/ee9c3c44536f/ao0c05089_0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79b0/8047723/31442343d749/ao0c05089_0008.jpg

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本文引用的文献

1
Response surface methodology (RSM) as a tool for optimization in analytical chemistry.响应面法(RSM)作为分析化学中的一种优化工具。
Talanta. 2008 Sep 15;76(5):965-77. doi: 10.1016/j.talanta.2008.05.019. Epub 2008 May 21.
2
Box-Behnken design: an alternative for the optimization of analytical methods.Box-Behnken设计:一种优化分析方法的替代方案。
Anal Chim Acta. 2007 Aug 6;597(2):179-86. doi: 10.1016/j.aca.2007.07.011. Epub 2007 Jul 23.
Machine learning prediction of methane, nitrogen, and natural gas mixture viscosities under normal and harsh conditions.
正常和苛刻条件下甲烷、氮气和天然气混合物粘度的机器学习预测
Sci Rep. 2024 Jul 2;14(1):15155. doi: 10.1038/s41598-024-64752-8.
4
Effect of Salt Concentration on Oil Recovery during Polymer Flooding: Simulation Studies on Xanthan Gum and Gum Arabic.盐浓度对聚合物驱油过程中原油采收率的影响:黄原胶和阿拉伯胶的模拟研究
Polymers (Basel). 2023 Oct 7;15(19):4013. doi: 10.3390/polym15194013.