An improved correlation to determine minimum miscibility pressure of CO2-oil system

被引:26
作者
Chen, Guangying [1 ,2 ]
Gao, Hongxia [2 ]
Fu, Kaiyun [2 ]
Zhang, Haiyan [2 ,3 ]
Liang, Zhiwu [2 ]
Tontiwachwuthikul, Paitoon [2 ,4 ]
机构
[1] Zhoukou Normal Univ, Dept Chem & Chem Engn, Zhoukou 466001, Henan, Peoples R China
[2] Hunan Univ, Coll Chem & Chem Engn, Joint Int Ctr CO2 Capture & Storage iCCS, Prov Hunan Key Lab Cost Effect Utilizat Fossil Fu, Changsha 410082, Hunan, Peoples R China
[3] Qinzhou Univ, Dept Petr & Chem Engn, Qinzhou 535000, Guangxi, Peoples R China
[4] Univ Regina, Fac Engn & Appl Sci, Regina, SK S4S 0A2, Canada
基金
中国国家自然科学基金;
关键词
Minimum miscibility pressure; Correlation; CO2 miscible flooding; Enhanced oil recovery; GENETIC ALGORITHM; NEURAL-NETWORK; SLIM-TUBE; CO2; PREDICTION; IMPURE; DESIGN; FLOOD; MODEL; LIVE;
D O I
10.1016/j.gee.2018.12.003
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
An accurate and reliable estimation of minimum miscibility pressure (MMP) of CO2-oil system is a critical task for the design and implementation of CO2 miscible displacement process. In this study, an improved CO2-oil MMP correlation was developed to predict the MMP values for both pure and impure CO2 injection cases based on ten influential factors, i.e. reservoir temperature (T-R), molecular weight of C7+ oil components (MWC7+), mole fraction of volatile oil components (x(vol)), mole fraction of C-2-C-4 oil components (x(C2-C4)), mole fraction of C-5-C-6 oil components (x(C5-C6)), and the gas stream mole fractions of CO2 (y(CO2)), H2S (y(H2S)), C-1 (y(C1)), hydrocarbons (y(HC)) and N-2 (y(N2)). The accuracy of the improved correlation was evaluated against experimental data reported in literature concurrently with those estimated by several renowned correlations. It was found that the improved correlation provided higher prediction accuracy and consistency with literature experimental data than other literature correlations. In addition, the predictive capability of the improved correlation was further validated by predicting an experimentally measured CO2-oil MMP data, and it showed an accurate result with the absolute deviation of 4.15%. Besides, the differential analysis of the improved correlation was analyzed to estimate the impact of parameters uncertainty in the original MMP data on the calculated results. Also, sensitivity analysis was performed to analyze the influence of each parameter on MMP qualitatively and quantitatively. The results revealed that the increase of x(C2-C4),x(C5-C6) and y(H2S) lead to the decrease of MMP, while the increase of T-R, MWC7+, x(vol), y(CO2), y(C1), y(HC) and y(N2) tend to increase the MMP. Overall, the relevance of each parameter with MMP follows the order of T-R > x(C5-C6) > MWC7+ > x(vol) > y(H2S) > y(HC) > y(CO2) > y(C1) > y(N2) > x(C2-C4). (C) 2020, Institute of Process Engineering, Chinese Academy of Sciences. Publishing services by Elsevier B.V. on behalf of KeAi Communications Co., Ltd.
引用
收藏
页码:97 / 104
页数:8
相关论文
共 34 条
[1]   Determination of Minimum Miscibility Pressure of Crude Oil-CO2 System by Oil Swelling/Extraction Test [J].
Abedini, Ali ;
Mosavat, Nader ;
Torabi, Farshid .
ENERGY TECHNOLOGY, 2014, 2 (05) :431-439
[2]  
Ahmed T., 2000, CAN INT PETR C, P4
[3]  
Al-Ajmi M., 2009, SOC PETR ENG KUW INT
[4]   CO2 MINIMUM MISCIBILITY PRESSURE - A CORRELATION FOR IMPURE CO2 STREAMS AND LIVE OIL SYSTEMS [J].
ALSTON, RB ;
KOKOLIS, GP ;
JAMES, CF .
SOCIETY OF PETROLEUM ENGINEERS JOURNAL, 1985, 25 (02) :268-274
[5]  
Benmekki E.H., 1988, SPE Reservoir Engineering, V3, P559
[6]   The genetic algorithm based back propagation neural network for MMP prediction in CO2-EOR process [J].
Chen, Guangying ;
Fu, Kaiyun ;
Liang, Zhiwu ;
Sema, Teerawat ;
Li, Chen ;
Tontiwachwuthikul, Paitoon ;
Idem, Raphael .
FUEL, 2014, 126 :202-212
[7]  
Christiansen R.L., 1987, SPE 13114 SPE RESERV, V2, P523, DOI DOI 10.2118/13114-PA
[8]  
Cronquist C., 1978, US DOE ANN S, V1, P28
[9]   EVALUATION AND DESIGN OF A CO2 MISCIBLE FLOOD PROJECT - SACROC UNIT, KELLY-SNYDER FIELD [J].
DICHARRY, RM ;
PERRYMAN, TL ;
RONQUILLE, JD .
JOURNAL OF PETROLEUM TECHNOLOGY, 1973, 25 (NOV) :1309-1318
[10]   A comparison of CO2 minimum miscibility pressure determinations for Weyburn crude oil [J].
Dong, MZ ;
Huang, S ;
Dyer, SB ;
Mourits, FM .
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2001, 31 (01) :13-22