Optimized polymer flooding projects via combination of experimental design and reservoir simulation

2017年 3卷 第4期
阅读:139
查看详情
Ali Bengar Siyamak Moradi Mostafa Ganjeh-Ghazvini Amin Shokrollahi
The conventional approach for an EOR process is to compare the reservoir properties with those of successful worldwide projects. However, some proper cases may be neglected due to the lack of reliable data. A combination of experimental design and reservoir simulation is an alternative approach. In this work, the fractional factorial design suggests some numerical experiments which their results are analyzed by statistical inference. After determination of the main effects and interactions, the most important parameters of polymer flooding are studied by ANOVA method and Pareto and Tornado charts. Analysis of main effects shows that the oil viscosity, connate water saturation and the horizontal permeability are the 3 deciding factors in oil production. The proposed methodology can help to select the good candidate reservoirs for polymer flooding.
Polymer flooding; Fractional factorial design; Reservoir simulation; P-value; ANOVA;
https://doi.org/10.1016/j.petlm.2017.05.006