... Abstract In 2019, a process was developed that uses standard drilling data, obtained on virtually every well, to identify and quantify areas of localized depletion which occur around producing fractures in unconventional shale reservoirs. This data is most often used to mitigate fracture...

... This paper describes a novel process that uses standard drilling data obtained during the drilling of an infill well to identify induced hydraulic fractures that were created during the stimulation of a legacy well. Five case studies are presented to illustrate some insights gained through...

... be used. A novel methodology has been developed which takes readily available drilling data – such as ROP, WOB, torque, mudweight, etc – and uses a geomechanics-based algorithm to calculate a "Fracture Index" log. Since this fracture index is predictive of where there is a higher propensity that micro...

... cleaning should be accounted for to avoid stuck and lost-in-hole situations. This work presents the first step in achieving that long term vision by predicting and optimizing ROP from an automated fetch of streaming and static drilling data relying primarily on statistical and machine learning models...

... by applying a dynamic analysis on the drilling data and well bore system, in combination with their interaction with the drilling fluid system. This technique delivers a consistent estimation of a synthetic unconfined compressive strength (UCS) profile of the rock, demonstrating high correlation and accuracy...

... motors combined with delayed logging tools, and insufficient data to quantify mechanical properties while drilling creates multiple geosteering challenges. This paper presents three case studies illustrating the benefits of a new technology that uses surface drilling data to estimate, in real time...

... treatment neural network accuracy Artificial Intelligence Upstream Oil & Gas information sensitivity drilling data geology completion recovery fraction well performance Significance Indicator well production reservoir quality ANN model Hydrocarbon Maturity Oil Recovery URTeC...