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Erge, O.
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Erge, O.
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A DEEP LEARNING MODEL FOR RATE OF PENETRATION PREDICTION AND DRILLING PERFORMANCE OPTIMIZATION USING GENETIC ALGORITHM
by
Ozbayoglu, M.
,
Erge
,
O
.
,
Ozbayoglu, E.
Published in
Volume 10: Petroleum Technology
(2022)
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2
Estimation of cuttings concentration and frictional pressure losses during drilling using data-driven models
by
Özbayoğlu, Murat
,
Özbayoğlu, E.
,
Özdilli, B.G.
,
Erge
,
O
.
Published in
Volume 10: Petroleum Technology
(2021)
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Related Subjects
Infill drilling
Oil wells
Adaboost
Adaptive boosting
Artificial neural networks
Boreholes
Complex networks
Cuttings transport
Data-driven model
Decision trees
Deep learning
Dimensionless groups
Drilling parameters
Drilling practices
Drilling rates
Drills
Forecasting
Frictional pressure loss
Gas industry
Genetic algorithms
Horizontal wells
Learning algorithms
Learning models
Learning systems
Machine learning
Mean square error
Mechanical specific energies
Mechanistic models
Mechanistics
Model inputs
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