石油勘探与开发 >

2017 , Vol. 44 >Issue 2: 263 - 269

DOI: https://doi.org/10.11698/PED.2017.02.11

油气田开发

基于井间连通性的产聚浓度预测方法

  • 谢晓庆 ,
  • 赵辉 ,
  • 康晓东 ,
  • 张贤松 ,
  • 谢鹏飞
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  • 1. 海洋石油高效开发国家重点实验室,北京 100727;
    2. 中海油研究总院,北京 100727;
    3. 长江大学石油工程学院,武汉430100
谢晓庆（1982-）,男,河南南阳人,博士,中海油研究总院高级工程师,主要从事油气田开发工程和提高采收率技术方面的研究。地址：北京市朝阳区太阳宫南街6号院海油大厦B座710室,邮政编码：100028。E-mail：xiexq@cnooc.com.cn

收稿日期: 2016-08-15

  修回日期: 2017-01-16

  网络出版日期: 2017-05-22

基金资助

国家科技重大专项“海上稠油化学驱油技术”（2016ZX05025-003）; 海洋石油高效开发国家重点实验室第三批开放基金“海上油田聚合物驱窜聚动态识别与优化控制研究”（2015-YXKJ-001）

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Prediction method of produced polymer concentration based on interwell connectivity

  • XIE Xiaoqing ,
  • ZHAO Hui ,
  • KANG Xiaodong ,
  • ZHANG Xiansong ,
  • XIE Pengfei
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  • 1. State Key Laboratory of Offshore Oil Exploitation, Beijing 100727, China;
    2. CNOOC Research Institute, Beijing 100727, China;
    3. College of Petroleum Engineering, Yangtze University, Wuhan 430100, China

Received date: 2016-08-15

  Revised date: 2017-01-16

  Online published: 2017-05-22

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摘要

为了准确预测产聚时间、产聚浓度等含聚采出液关键指标,提出了基于井间连通性的产聚浓度预测方法,通过与数值模拟软件计算结果的对比进行了验证,并进行了实例分析。在水驱井间连通性模型的基础上,考虑聚合物的黏度、浓度、吸附量和水相渗透率下降系数等关键参数,建立了聚合物驱生产动态预测模型。与传统数值模拟方法相比,该模型需要求解的压力方程组维数较低,且通过自动历史拟合反演井间传导率和连通体积,提高了计算速度和精度。采用1注4采均质油藏模型,通过与数值模拟软件计算结果的对比验证了模型的可靠性和准确性,并对主要模型参数进行了敏感性分析,发现随着注聚后水相渗透率下降系数、注聚浓度和注入孔隙体积倍数的增加以及注聚时机的提前,驱油效果变好。应用实例分析结果表明,建立的模型能有效预测不同开发方案的产聚浓度变化规律。图10参22

关键词： 井间连通性; 产聚浓度; 聚合物驱; 计算模型

本文引用格式

谢晓庆 , 赵辉 , 康晓东 , 张贤松 , 谢鹏飞 . 基于井间连通性的产聚浓度预测方法[J]. 石油勘探与开发, 2017 , 44(2) : 263 -269 . DOI: 10.11698/PED.2017.02.11

Abstract

To forecast some key parameters of produced liquid containing polymer, including the time of polymer output, polymer concentration, a polymer concentration prediction method based on interwell connectivity methodology was established, its prediction results were compared with those from numerical simulation software, and it has been used in a case study. On the basis of water flooding interwell connectivity model, a polymer flooding production performance prediction model considering the viscosity, concentration, adsorption and water-phase permeability reduction factor of polymer was built. Compared with the traditional numerical simulation, the pressure equations in this model have lower dimension, and it inverses the interwell conductivity and connected volume through automatic history matching, enhancing calculation speed and precision significantly. The calculation model was used to the history matching of a homogeous reservoir model with 1 injector and 4 producers, and the comparison of its results and the results from numerical simulation software shows the model is reliable and accurate. Moreover, sensitivity analysis of major model parameters reveals that the increase of water-phase permeability reduction factor, injected polymer concentration and pore volume injected and early polymer injection time can improve oil recovery. The real reservoir application shows the model can predict the change of produced polymer concentration of different development schemes accurately.

Key words： interwell connectivity; produced polymer concentration; polymer flooding; calculation model

参考文献

[1] 胡东, 江厚顺, 杨宁, 等. 孤东油田中二南区Ng 3-5 单元聚合物驱油见效见聚规律研究[J]. 江汉石油学院学报, 2003, 5(增刊): 86-87.
HU Dong, JIANG Houshun, YANG Ning, et al. Law of polymer breakthrough of polymer displacement in unit Ng 3-5 of south region in block Zhong’er of Gudong oilfield[J]. Journal of Jianghan Petroleum Institute, 2003, 5(Supp.): 86-87.
[2] 邹玮, 陈玉琨, 楼仁贵, 等. 新疆油田七东1区砾岩油藏聚合物驱见聚特征与影响因素研究[J]. 石油知识, 2015(1): 50-52.
ZOU Wei, CHEN Yukun, LOU Rengui, et al. Study on polymer flooding characteristics and influencing factors of conglomerate reservoir in Qidong 1 block of Xinjiang Oilfield[J]. Petroleum Knowledge, 2015(1): 50-52.
[3] 安新明. 萨中油田聚合物驱开发规律研究[D]. 大庆: 大庆石油学院, 2007.
AN Xinming. Study on development law of Sazhong oilfield with polymer flooding[D]. Daqing: Daqing Petroleum Institute, 2007.
[4] 陶德硕. 水驱和聚合物驱油藏井间动态连通性定量识别研究[D]. 青岛: 中国石油大学(华东), 2011.
TAO Deshuo. Study on inferring interwell connectivity quantitatively from well signals in waterfloods and polymerfloods[D]. Qingdao: China University of Petroleum (East China), 2011.
[5] 陈福明, 卢金凤, 陈鹏. 聚合物驱开采指标测算方法研究[J]. 大庆石油地质与开发, 1999, 18(2): 33-39.
CHEN Fuming, LU Jinfeng, CHEN Peng. Method for calculating production index by polymer flooding[J]. Petroleum Geology & Oilfield Development in Daqing, 1999, 18(2): 33-39.
[6] 赵国忠, 孟曙光, 姜祥成. 聚合物驱含水率的神经网络预测方法[J]. 石油学报, 2004, 25(1): 70-73.
ZHAO Guozhong, MENG Shuguang, JIANG Xiangcheng. Neural network method for prediction of water cut in polymer flooding[J]. Acta Petrolei Sinica, 2004, 25(1): 70-73.
[7] 单联涛, 张晓东, 朱桂芳. 基于三层前向神经网络的聚合物驱含水率预测模型[J]. 油气地质与采收率, 2007, 14(5): 56-60.
SHAN Liantao, ZHANG Xiaodong, ZHU Guifang. Predicting model of water cut by polymer flooding based on three-layer forward neural network[J]. Petroleum Geology and Recovery Efficiency, 2007, 14(5): 56-60.
[8] 赵辉, 李阳, 曹琳. 聚合物驱含水率变化定量表征模型[J]. 石油勘探与开发, 2010, 37(6): 737-742.
ZHAO Hui, LI Yang, CAO Lin. A quantitative mathematic model for polymer flooding water-cut variation[J]. Petroleum Exploration and Development, 2010, 37(6): 737-742.
[9] 刘朝霞, 韩东, 王强. 改进的聚合物驱开发动态预测模型[J]. 油气地质与采收率, 2011, 18(4): 54-58.
LIU Zhaoxia, HAN Dong, WANG Qiang. A new forecast model for polymer flooding production performance[J]. Petroleum Geology and Recovery Efficiency, 2011, 18(4): 54-58.
[10] 赵辉, 康志江, 孙海涛, 等. 水驱开发多层油藏井间连通性反演模型[J]. 石油勘探与开发, 2016, 43(1): 99-106.
ZHAO Hui, KANG Zhijiang, SUN Haitao, et al. An interwell connectivity inversion model for waterflooded multilayer reservoirs[J]. Petroleum Exploration and Development, 2016, 43(1): 99-106.
[11] 赵辉, 李阳, 高达, 等. 基于系统分析方法的油藏井间动态连通性研究[J]. 石油学报, 2010, 31(4): 633-636.
ZHAO Hui, LI Yang, GAO Da, et al. Research on reservoir interwell dynamic connectivity using systematic analysis method[J]. Acta Petrolei Sinica, 2010, 31(4): 633-636.
[1] 赵辉, 姚军, 吕爱民, 等. 利用注采开发数据反演油藏井间动态连通性[J]. 中国石油大学学报(自然科学版), 2010, 34(6): 91-94.
ZHAO Hui, YAO Jun, LYU Aimin, et al. Reservoir interwell dynamic connectivity inversion based on injection and production data[J]. Journal of China University of Petroleum (Edition of Natural Science), 2010, 34(6): 91-94.
[2] KANG Zhijiang, ZHAO Hui, ZHANG Hui, et al. Research on applied mechanics with reservoir interwell dynamic connectivity model and inversion method in case of shut-in wells[J]. Applied Mechanics and Materials, 2014, 540: 296-301.
[3] 赵辉, 康志江, 张允, 等. 表征井间地层参数及油水动态的连通性计算方法[J]. 石油学报, 2014, 35(5): 922-927.
ZHAO Hui, KANG Zhijiang, ZHANG Yun, et al. An interwell connectivity numerical method for geological parameter characterization and oil-water two-phase dynamic prediction[J]. Acta Petrolei Sinica, 2014, 35(5): 922-927.
[4] ZHAO Hui, LI Gaoming, REYNOLDS A C. Large-scale history matching with quadratic interpolation models[J]. Computational Geosciences, 2013, 17(1): 117-138.
[5] 唐金星, 陈铁龙, 何劲松, 等. 聚合物驱相对渗透率曲线实验研究[J]. 石油学报,1997, 18(1): 83-87.
TANG Jinxing, CHEN Tielong, HE Jinsong, et al. An experimental study on relative permeability curves of polymer flooding[J]. Acta Petrolei Sinica, 1997, 18(1): 83-87.
[6] 宋考平, 聂洋, 邵振波, 等. 聚合物驱油藏剩余油饱和度分布预测的 φ 函数法[J]. 石油学报, 2008, 29(6): 899-902.
SONG Kaoping, NIE Yang, SHAO Zhenbo, et al. φ -function method for estimating residual oil saturation distribution in polymer-drive reservoir[J]. Acta Petrolei Sinica, 2008, 29(6): 899-902.
[7] SORBIE K S, PARKER A, CLIFFORD P J. Experimental and theoretical study of polymer flow in porous media[R]. SPE 14231, 1987.
[8] 徐建平, 王连泽, 朱克勤. 聚合物驱油藏浓度分布与变化[J]. 清华大学学报(自然科学版), 2002, 42(4): 455-457.
XU Jianping, WANG Lianze, ZHU Keqin. Concentration distribution and variation in a polymer-flooding reservoir[J]. Journal of Tinghua Univ. (Sci. & Tech.), 2002, 42(4): 455-457.
[9] 朱怀江, 罗健辉, 隋新光, 等. 新型聚合物溶液的微观结构研究[J]. 石油学报, 2006, 27(6): 79-83.
ZHU Huaijiang, LUO Jianhui, SUI Xinguang, et al. Microstructure of novel polymer solution used for oil displacement[J]. Acta Petrolei Sinica, 2006, 27(6): 79-83.
[10] HAN D K, YANG C Z, ZHANG Z Q, et al. Recent development of enhanced oil recovery in China[J]. Journal of Petroleum Science and Engineering, 1999, 22(1/2/3): 181-188.
[11] ZAITOUN A, KOHLER N. Two-phase flow through porous media: Effect of an adsorbed polymer layer[R]. SPE 18085, 1988.
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