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Keywords: accuracy
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Proceedings Papers
Event Recognition on Time Series Frac Data using Machine Learning – Part II
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Liquids-Rich Basins Conference - North America, November 7–8, 2019
Paper Number: SPE-197093-MS
... were used to generate an accurate suggestion of the reduced dataset needed to recognize the ISIP event in a high-frequency treating plot. The neural network achieved a classification accuracy (on the training and validation sets) of approximately 98 percent when isolating the target region...
Proceedings Papers
Adopting Physical Models in Real-Time Drilling Application: Wellbore Hydraulics
Available to PurchaseMojtaba Shahri, Bahri Kutlu, Taylor Thetford, Brian Nelson, Timothy Wilson, Michael Behounek, Adrian Ambrus, Pradeepkumar Ashok
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Liquids-Rich Basins Conference - North America, September 5–6, 2018
Paper Number: SPE-191797-MS
... and optimization purposes. An analytical hydraulic model including drill pipe rotation and eccentricity effects is used and compared against transient numerical simulations. In the next step, Pressure While Drilling (PWD) data are used to verify the accuracy of the model for real-time applications. After...
Proceedings Papers
Optimizing Lateral Well Spacing by Improving Directional Survey Accuracy
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Liquids-Rich Basins Conference - North America, September 21–22, 2016
Paper Number: SPE-181772-MS
... uncertainty. It is common to ignore the contribution that inaccurate directional surveying has on lateral wellbore spacing. The purpose of this paper is to demonstrate how inaccuracy in standard directional surveying methods impacts wellbore position and to recommend practices to improve surveying accuracy...
Proceedings Papers
Magnetic Referencing and Real-Time Survey Processing Enables Tighter Spacing of Long-Reach Wells
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Liquids-Rich Basins Conference - North America, September 2–3, 2015
Paper Number: SPE-175539-MS
... acquired aeromagnetic measurements of the geomagnetic field. By solving LaPlace's equation, a 3D magnetic model of the local crustal magnetic anomalies is produced. This greatly improves the resolution and accuracy of the geomagnetic reference field used to determine wellbore direction. Once...