Study on the effect of polymer viscosity and Darcy velocity on relative permeability curves in polymer flooding

被引:11
作者
Zhang, Wenlong [1 ,2 ,3 ]
Hou, Jian [1 ,2 ,3 ]
Liu, Yongge [1 ,2 ,3 ]
Du, Qingjun [1 ,2 ,3 ]
Cao, Weidong [4 ]
Zhou, Kang [5 ]
机构
[1] China Univ Petr East China, Minist Educ, Key Lab Unconvent Oil & Gas Dev, Qingdao 266580, Peoples R China
[2] Qingdao Natl Lab Marine Sci & Technol, Lab Marine Mineral Resources, Qingdao 266237, Peoples R China
[3] China Univ Petr East China, Sch Petr Engn, Qingdao 266580, Peoples R China
[4] Shengli Oilfield Branch Co SINOPEC, Explorat & Dev Res Inst, Dongying 257015, Peoples R China
[5] Shandong Univ Sci & Technol, Coll Energy & Min Engn, Qingdao 266580, Peoples R China
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Polymer flooding; Relative permeability curve; Numerical simulation; Unsteady-state experiment; Automatic history matching;
D O I
10.1016/j.petrol.2021.108393
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Relative permeability curves in polymer flooding are important parameters to reflect the two-phase flow performance in reservoir rocks, which have important application in numerical simulation, reservoir engineering and prediction of crude oil production. Although the researches on the relative permeability curves in polymer flooding have made some progress at present, the relative permeability curves used in these researches are generally obtained by traditional experiment methods (steady-state method and unsteady-state method) or microscopic pore-scale modeling method. However, these methods are incapable of considering the physicochemical properties (i.e. rheology, residual resistance factor, adsorption and diffusion) of polymer completely. In this paper, a numerical inversion method based on automatic history matching is used to determine relative permeability curves in polymer flooding. The method performs automatic history matching by Levenberg-Marquardt (LM) algorithm on the unsteady-state experimental results and the predicted results of the numerical simulation model. As the physic-chemical properties of polymer solution have been fully taken into account in the numerical simulation model by far, the method makes up for the shortcomings of the traditional methods. Based on the inversed relative permeability curves, the effects of polymer viscosity and Darcy velocity in the rheo-thinning regime on relative permeability curves are then studied respectively. The results show that polymer viscosity and Darcy velocity in the rheo-thinning regime have little influence on the shape of oil relative permeability curve, but have obvious influence on the shape of water relative permeability curve. The deviation between the water relative permeability curve of polymer flooding and the one of water flooding increases linearly with the increase of polymer viscosity and decreases in power function with the increase of Darcy velocity in the rheo-thinning regime. At last, the prediction model of relative permeability curves under the influence of polymer viscosity and Darcy velocity in the rheo-thinning regime is established by multiple nonlinear regression method. The verification results show that this prediction model is reliable and can be used to predict the relative permeability curves at different polymer viscosities and Darcy velocities in the rheo-thinning regime.
引用
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页数:11
相关论文
共 38 条
  • [1] Allen G., 1990, PETR SOC CAN ANN TEC
  • [2] Enhanced Oil Recovery: An Update Review
    Alvarado, Vladimir
    Manrique, Eduardo
    [J]. ENERGIES, 2010, 3 (09) : 1529 - 1575
  • [3] [Anonymous], 2013, SPE INT S OILF CHEM
  • [4] [Anonymous], 2014, SPE EOR C OIL GAS W, DOI DOI 10.2118/169652-MS
  • [5] [张鲜 Zhang Xian], 2016, [石油勘探与开发, Petroleum Exploration and Development], V43, P806
  • [6] An experimental and numerical study of polymer action on relative permeability and capillary pressure
    Barreau, P
    Lasseux, D
    Bertin, H
    Glénat, P
    Zaitoun, A
    [J]. PETROLEUM GEOSCIENCE, 1999, 5 (02) : 201 - 206
  • [7] Civan F., 1996, SPE MID GAS S AM CIT
  • [8] CMG-STARS Technical Manual, 2012, ADV PROC THERM DEP S
  • [9] An improved implementation of the LBFGS algorithm for automatic history matching
    Gao, G
    Reynolds, AC
    [J]. SPE JOURNAL, 2006, 11 (01): : 5 - 17
  • [10] Gao G., 2016, SPE J, V15, P31, DOI [10.2118/119139-PA, DOI 10.2118/119139-PA]