An Accurate Reservoir's Bubble Point Pressure Correlation.

ABSTRACT: Bubble point pressure (P _b) is essential for determining petroleum production, simulation, and reservoir characterization calculations. The P _b can be measured from the pressure-volume-temperature (PVT) experiments. Nonetheless, the PVT measurements have limitations, such as being costly and time-consuming. Therefore, some studies used alternative methods, namely, empirical correlations and machine learning techniques, to obtain the P _b. However, the previously published methods have restrictions like accuracy, and some use specific data to build their models. In addition, most of the previously published models have not shown the proper relationships between the features and targets to indicate the correct physical behavior. Therefore,

SUBMITTER: Alakbari FS 

PROVIDER: S-EPMC9026061 | biostudies-literature | 2022 Apr

REPOSITORIES: biostudies-literature