... intelligence machine learning correlation spe 149784 optimization holdaway predictive model upstream oil & gas maximize placement workflow placement unconventional reservoir fuzzy logic reservoir sa institute inc bakken formation society of petroleum engineers algorithm neural network...

.... Since permeability measurements during coring are very expensive and hard to be achieved, permeability predictive models are very desirable. Among the various quantitative rock- typing techniques presented in the literature, the Hydraulic Flow Unit method (RQI/FZI) is more widely used. ‘D’ is a main...

... conditions to identify and locate poorly-drained zones and effectively neccessitate less drilling to achieve production targets. artificial intelligence information predictive model machine learning principal component input parameter upstream oil & gas knowledge algorithm reservoir well...