... at various facilities. Key parameters such as flare average temperature, VIIRS detection frequency, ellipticity, and flow rate were investigated to determine their effect on data accuracy. The analysis found significant differences between the two datasets, with relative errors ranging from 7% to 30% between...

..., yielding an average relative error of 5.3%. The feature importance analyses show that geological parameters such as Φ and S O have a greater impact on the oil recovery compared to operational parameters. This work represents a pioneering advancement in the rapid optimization of the CO 2 -EOR process...

... collected from published sources. The ANFIS model and previous 28 models were validated and compared using the trend analysis and statistical error analysis, namely average absolute percent relative error (AAPRE) and correlation coefficient (R). The trend analysis study has shown that the ANFIS model...

... of the newly developed model. The statistical analyses showed a positive outcome whereby the proposed model obtained the lowest average absolute percentage relative error of 5.17% and the highest correlation coefficient of 96.8%. The best model tested among the other models has five input parameters...

... control Upstream Oil & Gas detection Reservoir Surveillance information salinity relative error GVF Probe data processing conductivity probe production monitoring flow rate permittivity wet gas condition Multiphase WLR flow metering conductivity measurement Vx technology...

... velocity flow correlation relative error oil rate Introduction Water production in the wellbore is of great practical importance in the Gulf of Thailand where shutting off water is a necessity for good reservoir management. Production Logging Tools (PLTs) are routinely run to locate water...

...) problem was taken as an excise example, where the statistical data measured for a coal sample from a literature was used. With this example we discussed the relative errors of the flow profiles that were predicted with and without considering the statistical variances relevant to the heterogeneous effect...

... flow rate tracer technique liquid content installation reservoir surveillance wet gas upstream oil & gas correction correlation liquid flow rate relative error calibration individual water chemical tracer flow calculation tracer test analysis correlation flow metering flow rate...

... simulation operational parameter pseudotime equation flowrate reservoir gas reservoir gravity gas flow relative error diffusivity equation upstream oil & gas reservoir pressure drillstem/well testing modeling & simulation psia normalized pseudotime mscf day permeability drillstem...

... cut thevenard island separator spe 28816 single energy gamma-ray transrrusston determination pipeline oil well society of petroleum engineers flow rate australia government gauge upflow phase 1 fitting gamma-ray mfm relative error phase 2 petroleum engineer production monitoring...

... shows the statistical error analysis results of the new bubble point pressure correlations as compared with other known bubble point pressure correlations. The new bubble point pressure correlation gives low values of absolute average percent relative error (AAPRE) and standard deviation of 7.17 per...