... sensitivity wellwork efficiency objective algorithm Model Performance predictive analytics criteria optimization evaluation decision-making process society of petroleum engineers spe annual technical conference data mining Exhibition application decision tree model Introduction Wellwork...

... and experiences with these techniques will be described and analyzed. production control flow metering leak detection Reservoir Surveillance Pipeline Leak production monitoring Upstream Oil & Gas detection threshold false alarm sensitivity pressure measurement leak detection system...

... rate prediction neural network ESN sensitivity presentation machine learning Reservoir Surveillance annular pressure drilling alarm system neuron flow model integrating experience threshold value society of petroleum engineers real time system petroleum engineer Pump Rate real-time...

... optimization of the project economics. Traditional real options based approach requires a normal distribution of outcomes which was not found to be true in this study. Therefore a utility theory approach is used to incorporate risk attitude. The WAG process is sensitive to reservoir, fluid, and economic...

... refinement production rate sensitivity example 1 application enhanced recovery waterflooding parameterization vector refinement indicator Indicator injection Lagrangian reservoir surveillance spe 99728 asset and portfolio management iteration estimation Optimal Control Theory flow...