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Journal Articles

On the Application of Probabilistic Decline Curve Analysis to Unconventional Reservoirs

U. C. Egbe, O. O. Awoleke, O. M. Olorode, S. D. Goddard
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (02): 244–260.
Paper Number: SPE-212837-PA
https://doi.org/10.2118/212837-PA
Published: 10 May 2023
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View article titled, On the Application of Probabilistic Decline Curve Analysis to Unconventional Reservoirs
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Includes: Supplementary Content
Journal Articles

Using Bayesian Leave-One-Out and Leave-Future-Out Cross-Validation to Evaluate the Performance of Rate-Time Models to Forecast Production of Tight-Oil Wells

Leopoldo M. Ruiz Maraggi, Larry W. Lake, Mark P. Walsh
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (04): 730–750.
Paper Number: SPE-209234-PA
https://doi.org/10.2118/209234-PA
Published: 16 November 2022
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View article titled, Using Bayesian Leave-One-Out and Leave-Future-Out Cross-Validation to Evaluate the Performance of Rate-Time Models to Forecast Production of Tight-Oil Wells
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Journal Articles

Bayesian Deep Decline Curve Analysis: A New Approach for Well Oil Production Modeling and Forecasting

Amine Tadjer, Aojie Hong, Reidar Bratvold
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (03): 568–582.
Paper Number: SPE-209616-PA
https://doi.org/10.2118/209616-PA
Published: 11 August 2022
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View article titled, Bayesian Deep Decline Curve Analysis: A New Approach for Well Oil Production Modeling and Forecasting
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Journal Articles

A Bayesian Framework for Addressing the Uncertainty in Production Forecasts of Tight-Oil Reservoirs Using a Physics-Based Two-Phase Flow Model

L. M. Ruiz Maraggi, L. W. Lake, M. P. Walsh
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (03): 486–508.
Paper Number: SPE-209203-PA
https://doi.org/10.2118/209203-PA
Published: 11 August 2022
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View article titled, A Bayesian Framework for Addressing the Uncertainty in Production Forecasts of Tight-Oil Reservoirs Using a Physics-Based Two-Phase Flow Model
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Journal Articles

Production Forecasting with the Interwell Interference by Integrating Graph Convolutional and Long Short-Term Memory Neural Network

Enda Du, Yuetian Liu, Ziyan Cheng, Liang Xue, Jing Ma, Xuan He
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (02): 197–213.
Paper Number: SPE-208596-PA
https://doi.org/10.2118/208596-PA
Published: 11 May 2022
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View article titled, Production Forecasting with the Interwell Interference by Integrating Graph Convolutional and Long Short-Term Memory Neural Network
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Journal Articles

A Two-Phase Flow Model for Reserves Estimation in Tight-Oil and Gas-Condensate Reservoirs Using Scaling Principles

L. M. Ruiz Maraggi, L. W. Lake, M. P. Walsh
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (01): 81–98.
Paper Number: SPE-199032-PA
https://doi.org/10.2118/199032-PA
Published: 16 February 2022
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View article titled, A Two-Phase Flow Model for Reserves Estimation in Tight-Oil and Gas-Condensate Reservoirs Using Scaling Principles
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Journal Articles

Incorporation of Physics into Machine Learning for Production Prediction from Unconventional Reservoirs: A Brief Review of the Gray-Box Approach

Hui-Hai Liu, Jilin Zhang, Feng Liang, Cenk Temizel, Mustafa A. Basri, Rabah Mesdour
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 24 (04): 847–858.
Paper Number: SPE-205520-PA
https://doi.org/10.2118/205520-PA
Published: 10 November 2021
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View article titled, Incorporation of Physics into Machine Learning for Production Prediction from Unconventional Reservoirs: A Brief Review of the Gray-Box Approach
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Journal Articles

Using Rate Transient Analysis and Bayesian Algorithms for Reservoir Characterization in Unconventional Gas Wells during Linear Flow

P. Yuhun, O. O. Awoleke, S. D. Goddard
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 24 (04): 733–751.
Paper Number: SPE-206711-PA
https://doi.org/10.2118/206711-PA
Published: 10 November 2021
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View article titled, Using Rate Transient Analysis and Bayesian Algorithms for Reservoir Characterization in Unconventional Gas Wells during Linear Flow
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Journal Articles

Probabilistic Decline Curve Analysis in the Permian Basin using Bayesian and Approximate Bayesian Inference

Anand Korde, Scott D. Goddard, Obadare O. Awoleke
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 24 (03): 536–551.
Paper Number: SPE-204477-PA
https://doi.org/10.2118/204477-PA
Published: 11 August 2021
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View article titled, Probabilistic Decline Curve Analysis in the Permian Basin using Bayesian and Approximate Bayesian Inference
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Journal Articles

Comparison of Type Well Generation Methods for Unconventional Reservoirs

Oubaida Taji, Doruk Alp
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 24 (03): 552–569.
Paper Number: SPE-205022-PA
https://doi.org/10.2118/205022-PA
Published: 11 August 2021
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View article titled, Comparison of Type Well Generation Methods for Unconventional Reservoirs
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Journal Articles

Analytical Rate-Transient Analysis and Production Performance of Waterflooded Fields with Delayed Injection Support

Daniel O'Reilly, Manouchehr Haghighi, Mohammad Sayyafzadeh, Matthew Flett
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 24 (03): 639–661.
Paper Number: SPE-205371-PA
https://doi.org/10.2118/205371-PA
Published: 11 August 2021
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View article titled, Analytical Rate-Transient Analysis and Production Performance of Waterflooded Fields with Delayed Injection Support
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Journal Articles

Reconstruction of Missing Gas, Oil, and Water Flow-Rate Data: A Unified Physics and Data-Based Approach

Berihun Mamo Negash, Poon Chee Him
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 23 (03): 1019–1030.
Paper Number: SPE-199890-PA
https://doi.org/10.2118/199890-PA
Published: 13 August 2020
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View article titled, Reconstruction of Missing Gas, Oil, and Water Flow-Rate Data: A Unified Physics and Data-Based Approach
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Journal Articles

Production Forecasting: Optimistic and Overconfident—Over and Over Again

Reidar B. Bratvold, Erlend Mohus, David Petutschnig, Eric Bickel
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 23 (03): 0799–0810.
Paper Number: SPE-195914-PA
https://doi.org/10.2118/195914-PA
Published: 13 August 2020
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View article titled, Production Forecasting: Optimistic and Overconfident—Over and Over Again
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Journal Articles

A New Straight-Line Analysis Method for Estimating Fracture/Reservoir Properties Using Dynamic Fluid-in-Place Calculations

Christopher R. Clarkson, Bin Yuan, Zhenzihao Zhang
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 23 (02): 606–626.
Paper Number: SPE-195930-PA
https://doi.org/10.2118/195930-PA
Published: 14 May 2020
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View article titled, A New Straight-Line Analysis Method for Estimating Fracture/Reservoir Properties Using Dynamic Fluid-in-Place Calculations
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Journal Articles

Haynesville Shale: Predicting Long-Term Production and Residual Analysis To Identify Well Interference and Fracture Hits

Ishank Gupta, Chandra Rai, Deepak Devegowda, Carl Sondergeld
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 23 (01): 132–142.
Paper Number: SPE-195673-PA
https://doi.org/10.2118/195673-PA
Published: 17 February 2020
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View article titled, Haynesville Shale: Predicting Long-Term Production and Residual Analysis To Identify Well Interference and Fracture Hits
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Journal Articles

Rate-Transient Analysis Based on the Power-Law Behavior for Permian Wells

W.–C.. –C. Chu, N. D. Pandya, R. W. Flumerfelt, C.. Chen
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 22 (04): 1360–1370.
Paper Number: SPE-187180-PA
https://doi.org/10.2118/187180-PA
Published: 14 November 2019
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View article titled, Rate-Transient Analysis Based on the Power-Law Behavior for Permian Wells
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Journal Articles

Integrating Model Uncertainty in Probabilistic Decline-Curve Analysis for Unconventional-Oil-Production Forecasting

Aojie Hong, Reidar B. Bratvold, Larry W. Lake, Leopoldo M. Ruiz Maraggi
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 22 (03): 861–876.
Paper Number: SPE-194503-PA
https://doi.org/10.2118/194503-PA
Published: 05 April 2019
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View article titled, Integrating Model Uncertainty in Probabilistic Decline-Curve Analysis for Unconventional-Oil-Production Forecasting
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Journal Articles

Variable Exponential Decline: Modified Arps To Characterize Unconventional-Shale Production Performance

Ishank Gupta, Chandra Rai, Carl Sondergeld, Deepak Devegowda
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 21 (04): 1045–1057.
Paper Number: SPE-194005-PA
https://doi.org/10.2118/194005-PA
Published: 15 November 2018
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View article titled, Variable Exponential Decline: Modified Arps To Characterize Unconventional-Shale Production Performance
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Journal Articles

Approximate Bayesian Computation for Probabilistic Decline-Curve Analysis in Unconventional Reservoirs

Mohit Paryani, Obadare O. Awoleke, Mohabbat Ahmadi, Catherine Hanks, Ronald Barry
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 20 (02): 478–485.
Paper Number: SPE-183650-PA
https://doi.org/10.2118/183650-PA
Published: 01 May 2017
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View article titled, Approximate Bayesian Computation for Probabilistic Decline-Curve Analysis in Unconventional Reservoirs
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Journal Articles

Analysis of Decline Curves on the Basis of Beta-Derivative

M.S.. S. Shahamat, L.. Mattar, R.. Aguilera
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 18 (02): 214–227.
Paper Number: SPE-169570-PA
https://doi.org/10.2118/169570-PA
Published: 14 May 2015
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View article titled, Analysis of Decline Curves on the Basis of Beta-Derivative
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