... on well production. drilling operation reservoir characteristic upstream oil & gas proppant directional drilling artificial intelligence completion production fracturing fluid hydraulic fracturing machine learning cumulative production exhibition evaluation bin 1 self-organizing...

... properties by performing type-curve matching of flow rate and cumulative production from multi-fractured horizontal wells in unconventional reservoirs. To address the limitations of conventional planar fracture idealization, the hydraulic fractures in this present study are integrated with the fracture...

.... The value of the objective function J for each of the perturbations and the mean and standard deviation of J for this distribution were computed. Objective Functions, Constraints and Limitations Two objective functions have been tested in this study: cumulative production maximization balanced...

... = 0 Then, the standard ADMM solves the above equivalent formulation following the iteration steps as below: The top subfigure in Figure 3 reveals the functional association between oil cumulative production and proppant per stage at different levels of fluid per stage. It is important...

... month normalized cumulative production average for the two wells with NBP-2 exceeded the 12 month cumulative production of the 141 wells without NBP-2 by 14,170 bbl/1,000 ft of lateral length, or a 60.8% production uplift. The 24 month normalized cumulative production average for the one well with NBP-2...

... computing complex reservoir us government objective function air emission liquid loading information optimization problem cumulative production intermittent shut-in optimization climate change shale gas upstream oil & gas controller carbon emission reduction acquisition function surface...

... management evolution horizontal well corresponding economic type well kbbl directional drilling cumulative production mmus type well statistical production distribution Introduction Vaca Muerta (Spanish for Dead Cow) is a geological formation of the Late Jurassic to Early Cretaceous age...

... of petroleum engineers drillstem testing drilling operation cumulative production production data recurrent neural network dl model Introduction Production forecasting has always been an important topic in oil and gas industry. Decline curve analysis and rate transient analysis are widely used...

... pressure transient testing fluid dynamics information bayesian approach reservoir permeability wellhead pressure pvt measurement cumulative production deconvolution bottomhole pressure interpretation model constant unit production rate drillstem/well testing deconvolved wellhead pressure...

... performance intensity Upstream Oil & Gas cumulative production well density partial contribution society of petroleum engineers xda net well xda gross pad xda Montney Introduction Multi-layer horizontal drilling in shale plays has become increasingly prevalent over the past decade...

...-1.05 was observed to vary within the three areas from 15% in Area A, to 60% in Area B. The area-wide 12 month cumulative production average of the ULWP-1.05 treated wells was observed to be 46% greater than the average of the offset comparison wells. Introduction Methodologies for completion...

... intensity designs have shown increases in initial production (IP) and cumulative production. However, as enthusiasm for closer fracture spacing grows within the industry, there is potential to reach the maximum benefit of down spacing. Several studies have shown that the resulting effects of increased...

... and compares the Marcellus gas initial production, the gas cumulative production at the end of the first month, first 6 months, first year, 2 years, and 5 years, according to the type of hydraulic fracturing fluid used in primary stimulation. The work provides insights into Marcellus well performance...

... to specific completion parameters to assist in data-based decisions. The techniques used can be expanded to implement artificial learning in asset development. hydraulic fracturing cumulative production Howard Midland Artificial Intelligence machine learning proppant lateral length information...

... to substantially increase the conductive fracture area of unconventional wells, optimizing production performance and stimulated reservoir recovery efficiency. fracturing fluid hydraulic fracturing fracturing materials mesh sand cumulative production Upstream Oil & Gas well performance slickwater...

... and compared its predictive accuracy against a variety of standard data-driven modeling procedures available in the Caret package, using leave-one-out cross validation. We present experimental results using data from a shale play with 152 horizontal wells that have cumulative production for more than 12 months...

... on the pressure diffusivity theory by the normalized production rate and normalized cumulative production volume through deconvolution methods. With the knowledge of reservoir volumes, the long term well performance of gas reservoirs can be predicted. Through the development of the connected reservoir storage...

... permeability. URD model did fit the cumulative production profiles, but could not accurately fit the monthly production profile. The CRD approach was overallunsuccessful in generating accurate future production profiles. Values forecasted from the ANN show less than 10% error in estimation. The inclusion...

... pressure transient testing cumulative production hydraulic fracturing drillstem/well testing dimensionless cumulative production Kuchuk pressure transient analysis Upstream Oil & Gas pseudosteady-state flow regime normalized pressure deconvolution hydraulic fracture fracture...

... unconventional resource economics lateral fracture network Simulation recovery drilling operation cumulative production communication Directional Drilling operator base case reservoir society of petroleum engineers asymmetry permeability development well the woodlands connectivity wellbore...