... breakthrough orca 2 Upstream Oil & Gas viscosity water viscosity injection society of petroleum engineers Introduction Several oilfields undergo to increasing concentrations of produced H 2 S during seawater injection for secondary recovery, due to the growth of sulphate reducing bacteria...

... society of petroleum engineers waterflooding heterogeneity thief zone characterization thief zone water flooding Water Breakthrough Time water breakthrough permeability enhanced recovery breakthrough Exhibition water cut carbonate reservoir Introduction Carbonate reservoir contains...

... saturation enhanced recovery pixel recovery saturation protocol recovery estimate porous media Oil Recovery rate effect threshold value society of petroleum engineers Upstream Oil & Gas experiment workflow Injection Rate micromodel Introduction During the past four decades, oil...

... society of petroleum engineers reservoir characterization Introduction Field B is located in the North of the Sultanate of Oman. The clean carbonate reservoirs consist of low-permeability (1-10 mD) chalky limestone of the Lower Shuaiba and Kharaib Formations. Productivity is enhanced by natural...

... objective function interaction parameter fraction molecule equation of state Upstream Oil & Gas petroleum fluid reservoir modeling correlation eos eos workflow uncertainty optimal number EOS model fluid characterization society of petroleum engineers Introduction Currently...

... producer reservoir pressure development plan injection society of petroleum engineers asset and portfolio management injector consideration giant field development optimisation simulation water injection regional vrr Introduction Voidage replacement, in general, can be defined...

... phenomenon enhanced recovery knowledge forecast simulation injector well accumulation Reservoir Characterization porosity Alpha Field water contact oil producer society of petroleum engineers Introduction During the development drilling campaign of Alpha field, an unexpected water table...

... feature karst probability map top mishrif society of petroleum engineers lineament southern iraq permeability Geological Background Zubair Field is located in the South of Iraq 20 km west of Basra city. The Field was discovered in 1949 and began production in 1951. The structure of the Field...

... uncertain parameter range development scheme uncertain parameter waterflooding uncertainty study workflow society of petroleum engineers parameter range probabilistic history Introduction and background This paper will discuss the methodology used in this study to evaluate the subsurface...

... uncertainty analysis dependency parametric uncertainty realization ensemble seed number lease boundary uncertain parameter geological modeling Upstream Oil & Gas facies workflow rigorous multi-scenario uncertainty analysis society of petroleum engineers equity percentage machine learning...

.... This paper was selected for presentation by an SPE program committee following review of information contained in an abstract submitted by the author(s). Contents of the paper have not been reviewed by the Society of Petroleum Engineers and are subject to correction by the author(s). The material does...

... Surfactant Flooding transport equation laboratory experiment experiment numerical model equation salinity injection society of petroleum engineers surfactant thermal effect interfacial tension Introduction In order to improve the oil recovery factor, many oil companies employ surfactant...

... computational cost Salina Fluid Dynamics DMO society of petroleum engineers finite element method multiphase porous media Introduction We demonstrate efficient scalability of dynamic mesh optimisation in parallel computations. Parallelisation is achieved by using the MPI libraries combined...

... network activation map ensemble visual recognition bayesian optimized network neuron lithology neural network alexnet operation lithological class cNN society of petroleum engineers validation dataset Introduction Drill cuttings are the small pieces of rock that are chipped away...

... gas injection method information simulator surrogate model random forest model gazpromneft science prediction miscible gas injection artificial lift system gas injection Oil Field Development time step injection well society of petroleum engineers reservoir exogenous parameter dataset...

... approach realization fast-track project neptune field calculation interpretation exploration society of petroleum engineers Artificial Intelligence Upstream Oil & Gas ayashsky license area oil field saturation coefficient stoiip distribution estimation deposit hydrodynamic connectivity...

... optimization problem injector Reservoir Management workflow fluid movement aquifer producer well scale society of petroleum engineers representativeness reliability history match fluid path Introduction Reservoir management plays a key role in Oil & Gas Industry, defining the optimal...

... model society of petroleum engineers reservoir simulation modeling prediction Reservoir Characteristic injection Introduction Artificial intelligent (AI) reservoir modeling is a fast-evolving reservoir modeling technology and is becoming widely applicable in the petroleum industry ( Askari...

... reservoir simulation optimisation realisation response surface optimization problem pragmatic approach development scenario well location society of petroleum engineers Introduction Since the advent of reservoir simulation, optimization under uncertainty has always been a vexing topic...

... Intelligence Upstream Oil & Gas Production Configuration production strategy Standard Deviation configuration Guérillot guérillot optimization problem bruyelle algorithm realization society of petroleum engineers Introduction Many papers are proposing to optimize the waterflooding...