... sandstone subsea system objective function structural geology modeling & simulation production monitoring clastic rock asset and portfolio management oil production water injection vrr value workflow producer well proxy model platform artificial intelligence production control ipsm...

... to objective functions, e.g., oil rate/total difference, could be determined using a Pareto chart based on Pearson Correlation during experimental design. The optimization phase carried over the most sensitive parameters and utilized Particle Swarm Optimization (PSO) algorithm to iterate the process and find...

... increases learning capacity of the neural network resulting in overfitting issues. Optimisation Strategy The selection of a proper objective function is a critical decision in every optimisation problem. For a history matching problem, the objective function quantifies the mismatch between...

.... The model will be optimised to find maximum NPV by initially neglecting total environmental impact. To gain optimum solution of two conflicting objective functions, AUGMECON method will be employed. The most preferred solution will be presented in form of Pareto optimal-front curve. Table 2 Decision...

... objective function coupling variable boundary process facility model asset and portfolio management constraint inlet operation coupling method integrated asset modeling field development optimization and planning separator coupling location process facility interaction Artificial Intelligence...

... while taking user-selected objective function into consideration. The workflow was developed using MATLAB optimization toolbox to work in conjunction with a familiar Excel-formatted input. Moreover, with the incorporation of the Decline Curve Analysis (DCA), it is also applicable for generating long...

... in carbonates with these conditions of channeling and gravity underride. P'azman (1986) defined Experimental Design as a set of observations that are implemented to achieve a certain objective function. One or more variables are changed to observe the effect on one or more response variables. Ghorbani...

... driver Upstream Oil & Gas objective function producer producer npv tax rate NPV emergence Scenario society of petroleum engineers sd model policy result interaction royalty rate itx Introduction Developing sound and sensible energy policies is complicated by the many technical...

... Intelligence platform optimization problem reservoir sequence objective function Reservoir Characterization constraint economic model application development plan variation development scenario requirement Malay Basin co 2 sequence Development Planning vasantharajan sale gas decision...

... simulation lava facies information facies distribution realization Reservoir Characterization similarity distance Artificial Intelligence objective function facies threshold distance History search space vertical extent geostatistical modeling lava dome hyaloclastite facies volcanic...

... complex reservoir fracture height cumulative production coal bed methane constraint cbm reservoir objective function upstream oil & gas geometry design constraint coal seam gas npv fracture hydraulic fracturing stimulation treatment parameter optimization problem treatment cost...

... the engineer to visuallypick up the solution, which he thinks is the most appropriate for theparticular case. Interactive visualization improves decision-making byconfronting engineer with the clear representation of uncertainty. machine learning objective function visualization interpretation...

... into the structure of the reservoir that should be considered for optimal reservoir management, and provide an indication of the impact of 4D information in history matching. reservoir model waggoner perturbation optimization problem objective function history artificial intelligence cominelli...

... from this study. The estimated aquifer properties from this study were compared favorably with the core data. straight line artificial intelligence reservoir reservoir simulation estimates of resource in place spe 29287 water influx objective function optimization method ogip sand gas...

... intelligence sequence rmip field development optimization and planning revenue operation spe28791 barker multi-field development spe28791 constraint condensate asset and portfolio management lng information relaxation xij equation society of petroleum engineers formulation objective function...