特种油气藏2024,Vol.31Issue(6) :120-129.DOI:10.3969/j.issn.1006-6535.2024.06.015

响应面法优化两亲性MoS2纳米流体提高低渗透油藏采收率技术

Optimization of Amphipathic MoS2 Nanofluids for Enhanced Oil Recovery in Low-Permeability Reservoirs by Response Surface Methodology

梁拓 尹成峰 屈鸣 杨二龙 侯吉瑞 杨昌华
特种油气藏2024,Vol.31Issue(6) :120-129.DOI:10.3969/j.issn.1006-6535.2024.06.015

响应面法优化两亲性MoS2纳米流体提高低渗透油藏采收率技术

Optimization of Amphipathic MoS2 Nanofluids for Enhanced Oil Recovery in Low-Permeability Reservoirs by Response Surface Methodology

梁拓 1尹成峰 2屈鸣 3杨二龙 3侯吉瑞 4杨昌华1
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作者信息

  • 1. 西安石油大学,陕西 西安 710065
  • 2. 中国石油大庆油田责任有限公司,黑龙江 大庆 163511
  • 3. 东北石油大学三亚海洋油气研究院,海南 三亚 572025
  • 4. 中国石油大学(北京),北京 102249
  • 折叠

摘要

为探究多因素交互作用对纳米流体提高采收率的影响,采用Design Expert软件中的Box-Behnken法进行响应面实验设计,以采收率为目标函数建立了注入孔隙体积倍数、注入速度和渗透率三者之间的二次多项回归方程.显著性分析表明,影响纳米流体提高采收率效果的因素按影响程度由大到小依次为渗透率、注入孔隙体积倍数、注入速度;响应曲面分析结果表明,注入速度和渗透率的交互作用对纳米流体提高采收率的影响最大.此外,利用控制变量法研究了渗透率、闷井时间和注入模式对纳米流体提高采收率的影响.研究表明:当纳米流体注入速度为 0.2 mL/min、注入孔隙体积倍数为 0.5、渗透率为 1.00 mD、闷井时间为 6 h、注入模式为多周期小段塞时,一次水驱后可再提高采收率 18.63 个百分点.该研究成果对两亲性MoS2纳米流体在低渗透油藏中应用时的技术政策优化具有借鉴意义.

Abstract

By exploring the influence of multi-factor interaction on enhanced oil recovery of nanofluids,a response surface experimental is designed by using Box-Behnken method in Design Expert.Taking the recovery rate as the objective function,a quadratic polynomial regression equation is established among the injection pore volume multi-ple,the injection rate and the permeability.The significance analysis shows that the factors affecting the enhanced oil recovery by nanofluids are:permeability,injection pore volume multiple,injection rate;The response surface a-nalysis indicated that the interaction between injection rate and permeability has the greatest impact on the enhanced oil recovery of nanofluids.In addition,the effects of permeability,shut-in time and injection mode on the enhanced oil recovery of nanofluids were studied by using the control variable method.The research indicates that when the nanofluid injection rate is 0.2 mL/min,the injected pore volume multiple is 0.5,the permeability is 1.00 mD,the shut-in time is 6 hours,and the injection mode is multi-cycle pill injecting,the recovery rate can be further in-creased by 18.63 percent points after a single water flooding.The research results have reference significance for the technical optimization of amphipathic MoS2 nanofluids for enhanced oil recovery in low-permeability reservoirs.

关键词

低渗透油藏/两亲性MoS2纳米流体/提高采收率/响应面法/控制变量法

Key words

low permeability reservoirs/amphipathic MoS2 nanofluids/enhanced oil recovery/response surface methodology/controlled variable

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出版年

2024
特种油气藏
中油辽河油田公司

特种油气藏

CSTPCD北大核心
影响因子:1.626
ISSN:1006-6535
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