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Keywords: machine learning
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Proceedings Papers
Estimating Bulk Volume Oil in Thin-Bedded Turbidites
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Permian Basin Oil and Gas Recovery Conference, May 15–17, 2001
Paper Number: SPE-70041-MS
... brushy canyon interval upstream oil & gas machine learning balch artificial intelligence spe 70041 Introduction The Delaware Mountain Group in the Delaware basin of New Mexico consists of a thick (4500 ft) sandstone and siltstone interval with 95% of the sandstone medium to fine-grained...
Proceedings Papers
Improved Permeability Estimates in Carbonate Reservoirs Using Electrofacies Characterization: A Case Study of the North Robertson Unit, West Texas
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Permian Basin Oil and Gas Recovery Conference, May 15–17, 2001
Paper Number: SPE-70034-MS
... reservoir descriptions in complex carbonate reservoirs. artificial intelligence porosity spe 70034 texas reservoir characterization well logging log response permeability prediction cluster analysis machine learning correlation permeability classification log analysis electrofacies...
Proceedings Papers
Time-to-Depth Conversion of Nash Draw "L" Seismic Horizon using Seismic Attributes and Neural Networks
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Permian Basin Oil and Gas Recovery Conference, March 21–23, 2000
Paper Number: SPE-59555-MS
... degree of accuracy between the real and predicted depths using MLP. control point velocity field nash draw instantaneous phase 0 reservoir property frequency 0 machine learning spe 59555time-to-depth conversion fuzzy curve zmap prediction neural network reservoir characterization...
Proceedings Papers
Predicting Core Porosity using Wire-Line Logs at Dagger Draw Field, SE New Mexico
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Permian Basin Oil and Gas Recovery Conference, March 21–23, 2000
Paper Number: SPE-59554-MS
... cores. upstream oil & gas society of petroleum engineers control data neural network neural network training prediction well logging spe 59554 dagger draw field architecture porosity cc 0 new mexico barbara federal 12 fuzzy curve saguaro federal 8 blind prediction machine...
Proceedings Papers
A New Technique to Determine Porosity and Deep Resistivity from Old Gamma Ray and Neutron Count Logs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Permian Basin Oil and Gas Recovery Conference, March 21–23, 2000
Paper Number: SPE-59553-MS
... rate used as the network inputs. The methodology presented should prove useful to others faced with characterizing old fields. crossplot porosity porosity log analysis machine learning new technique rbf network neutron porosity lld neutron count rate correlation coefficient exclusion...
Proceedings Papers
Granite Wash Completion Optimization with the Aid of Artificial Neural Networks
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Permian Basin Oil and Gas Recovery Conference, March 23–26, 1998
Paper Number: SPE-39814-MS
... machine learning cumulative water production subsea depth log analysis prediction neural network creek field granite wash artificial intelligence 2-month cumulative gas-equivalent production 2-month cumulative water production porosity information upstream oil & gas thickness water...
Proceedings Papers
Modeling Nonlinear Phenomena
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Permian Basin Oil and Gas Recovery Conference, March 23–26, 1998
Paper Number: SPE-39805-MS
... reservoir characterization dimensionless time correlation permeability noise artificial intelligence structural geology saturation machine learning drive mechanism net pay nonlinearity 1998. Society of Petroleum Engineers ...
Proceedings Papers
CO 2 Huff-n-Puff: Initial Results from a Waterflood SSC Reservoir
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Permian Basin Oil and Gas Recovery Conference, March 27–29, 1996
Paper Number: SPE-35223-MS
... application demonstration reservoir spe 35223 hn-p process enhanced recovery wellbore injection soak period permeability simulation artificial intelligence production rate co 2 machine learning waterflooding reservoir simulation structural geology drillstem testing drilling operation sagd...
Proceedings Papers
Characterization of Rock Types With Mixed Wettability Using Log and Core Data – DOE Project Welch Field, Dawson County, Texas
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Permian Basin Oil and Gas Recovery Conference, March 27–29, 1996
Paper Number: SPE-35160-MS
... welch field machine learning welch field rock type permeability saturation mixed wettability texas dawson county porosity pore system special core analysis equation doe project welch field upstream oil & gas spe 35160 log analysis characterization core analysis surface area...
Proceedings Papers
Integrated Recovery Efficiency Forecast Models for San Andres Reservoirs of Central Basin Platform and Northern Shelf, West Texas
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Permian Basin Oil and Gas Recovery Conference, March 16–18, 1994
Paper Number: SPE-27697-MS
... to develop the integrated forecast models. enhanced recovery andre reservoir texas decline curve west texas forecast model machine learning artificial intelligence upstream oil & gas efficiency depositional sequence depositional energy recovery efficiency forecast model recovery...
Proceedings Papers
Field Experiences with Computer-Controlled Drilling
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Permian Basin Oil and Gas Recovery Conference, March 8–9, 1990
Paper Number: SPE-20107-MS
... the future for field use of computer controlled drilling. computer operator machine learning upstream oil & gas field experience instrumentation warren drilling equipment control scheme drilling fluids and materials reliability turbine rig algorithm drilling fluid management...
Proceedings Papers
Prediction of Waterflood Performance in Stratified Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Permian Basin Oil and Gas Recovery Conference, March 10–11, 1988
Paper Number: SPE-17289-MS
... reservoir simulator spe 17289 vertical sweep efficiency machine learning enhanced recovery mobility ratio prediction sweep efficiency calculation breakthrough artificial intelligence displacement crossflow flow in porous media efficiency oil recovery reservoir simulation stratified...
Proceedings Papers
A Review of the Methods of Estimating Stabilized Absolute Open-Flow Potential of Gas Wells
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Permian Basin Oil and Gas Recovery Conference, March 10–11, 1988
Paper Number: SPE-17308-MS
... inflow performance fractured reservoir reservoir surveillance homogeneous reservoir production monitoring upstream oil & gas well performance spe 17308 graph machine learning pseudopressure united states government production control tech stabilized absolute open flow potential...
Proceedings Papers
Modification of the Cullender and Smith Equation for More Accurate Bottomhole Pressure Calculations in Gas Wells
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Permian Basin Oil and Gas Recovery Conference, March 10–11, 1988
Paper Number: SPE-17306-MS
... calculation production monitoring accurate bottomhole pressure calculation machine learning pressure equation society of petroleum engineers apparent roughness absolute roughness reynolds number production control calculation bottom-hole pressure gas well modification drillstem/well testing...
Proceedings Papers
Regional Models of Drilling Activity: Forecasting Rig Count in The Permian Basin
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Permian Basin Oil and Gas Recovery Conference, March 8–9, 1984
Paper Number: SPE-12602-MS
.... artificial intelligence oil price tax variable drilling activity autocorrelation coefficient rig count spe 12602 forecast hourly earnings variation explanatory variable independent variable investment us government upstream oil & gas machine learning logarithmic transformation producer...
