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Proceedings Papers

Discovery of Unconventional Reservoir Flow Physics for Production Forecasting Through Hybrid Data-Driven and Physics Models

Hardikkumar Zalavadia, Utkarsh Sinha, Prithvi Singh, Sathish Sankaran
Paper presented at the SPE Western Regional Meeting, May 22–25, 2023
Paper Number: SPE-213004-MS
https://doi.org/10.2118/213004-MS
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View Paper titled, Discovery of Unconventional Reservoir Flow Physics for Production Forecasting Through Hybrid Data-Driven and Physics Models
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Proceedings Papers

Improved Workflow for Production Modeling in Unconventionals Using Gaussian Mixtures and Principal Components

Akash Sharma, Selvendran Sudar
Paper presented at the SPE Western Regional Meeting, May 22–25, 2023
Paper Number: SPE-213050-MS
https://doi.org/10.2118/213050-MS
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View Paper titled, Improved Workflow for Production Modeling in Unconventionals Using Gaussian Mixtures and Principal Components
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Proceedings Papers

Real Time Artificial Lift Timing and Selection Using Hybrid Data-Driven and Physics Models

Hardikkumar Zalavadia, Metin Gokdemir, Utkarsh Sinha, Prithvi Singh, Sathish Sankaran
Paper presented at the SPE Western Regional Meeting, May 22–25, 2023
Paper Number: SPE-213040-MS
https://doi.org/10.2118/213040-MS
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View Paper titled, Real Time Artificial Lift Timing and Selection Using Hybrid Data-Driven and Physics Models
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Proceedings Papers

A Novel Approach to Determining Carrying Capacity Index Through Incorporation of Hole Size and Pipe Rotation

David Rathgeber, Erick Johnson, Peter Lucon, Ryan Anderson, Burt Todd, Jerome Downey, Lee Richards
Paper presented at the SPE Western Regional Meeting, May 22–25, 2023
Paper Number: SPE-212985-MS
https://doi.org/10.2118/212985-MS
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View Paper titled, A Novel Approach to Determining Carrying Capacity Index Through Incorporation of Hole Size and Pipe Rotation
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Proceedings Papers

Neural Network-Assisted Clustering for Improved Production Predictions in Unconventional Reservoirs

Jodel Cornelio, Syamil Mohd Razak, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya, Behnam Jafarpour
Paper presented at the SPE Western Regional Meeting, May 22–25, 2023
Paper Number: SPE-212953-MS
https://doi.org/10.2118/212953-MS
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View Paper titled, Neural Network-Assisted Clustering for Improved Production Predictions in Unconventional Reservoirs
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Proceedings Papers

Improved Hydraulic Modeling Through the Addition of a Transient Cuttings Transport Algorithm

AmirHossein Fallah, Gaurav Goyal, Chris James, Sathish Sankaran, Craig Adams, Chris Hinshaw, Ricardo Borjas
Paper presented at the SPE Western Regional Meeting, May 22–25, 2023
Paper Number: SPE-212998-MS
https://doi.org/10.2118/212998-MS
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View Paper titled, Improved Hydraulic Modeling Through the Addition of a Transient Cuttings Transport Algorithm
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Proceedings Papers

Kuparuk Field Reservoir Management After 40 Years

Trond B Jensen, Adam M Lewis, Laird D Little, Thomas G Neely, Mark H Scheihing, Mark D Stevenson, Dominique Van Nostrand, Joe R Versteeg
Paper presented at the SPE Western Regional Meeting, May 22–25, 2023
Paper Number: SPE-212949-MS
https://doi.org/10.2118/212949-MS
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View Paper titled, Kuparuk Field Reservoir Management After 40 Years
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Proceedings Papers

Hybrid Multiphase Rate Forecasting Model in Liquid Wells for Unconventional Reservoirs

Utkarsh Sinha, Hardikkumar Zalavadia, Prithvi Singh Chauhan, Sathish Sankaran
Paper presented at the SPE Western Regional Meeting, May 22–25, 2023
Paper Number: SPE-212981-MS
https://doi.org/10.2118/212981-MS
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View Paper titled, Hybrid Multiphase Rate Forecasting Model in Liquid Wells for Unconventional Reservoirs
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Proceedings Papers

Study of Controlling Parameters of In-Situ CO 2 EOR Using Numerical Simulations

Xingru Wu, Lei Dai, Qiuhao Chang, Sadam Hussain, Bor Jier Shiau
Paper presented at the SPE Western Regional Meeting, May 22–25, 2023
Paper Number: SPE-213010-MS
https://doi.org/10.2118/213010-MS
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View Paper titled, Study of Controlling Parameters of In-Situ CO 2 EOR Using Numerical Simulations
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Proceedings Papers

Remote Monitoring of Well Production Performance Based on Machine Learning

Biao Wang, Guoqing Han, Xin Lu, Shuai Tan, Zhiyong Zhu, Huizhu Xiang
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209255-MS
https://doi.org/10.2118/209255-MS
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View Paper titled, Remote Monitoring of Well Production Performance Based on Machine Learning
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Proceedings Papers

State of Art Toolless Production Log for Unconventional Wells Based on Stage Level Pressure Transient Analysis

Mazher Hassan Ibrahim, Matt Sinkey, Thomas Johnston
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209259-MS
https://doi.org/10.2118/209259-MS
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View Paper titled, State of Art Toolless Production Log for Unconventional Wells Based on Stage Level Pressure Transient Analysis
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Proceedings Papers

Detection of 2.187 Gallon Pipeline Leakage by Optical Sensor Based on Coherent Interaction of Pulse and Depleted Pump Technology

Lufan Zou, Omur Sezerman
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209262-MS
https://doi.org/10.2118/209262-MS
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View Paper titled, Detection of 2.187 Gallon Pipeline Leakage by Optical Sensor Based on Coherent Interaction of Pulse and Depleted Pump Technology
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Proceedings Papers

Prediction of Pressure and Temperature Profiles and Hydrate Formation Region in ESP-Lifted Natural Gas Hydrate Wells

Xiaolin Ping, Guoqing Han, Xueqi Cen, Zhenqiang Bai, Weitao Zhu, Long Peng, Bojiaer Ma
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209288-MS
https://doi.org/10.2118/209288-MS
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View Paper titled, Prediction of Pressure and Temperature Profiles and Hydrate Formation Region in ESP-Lifted Natural Gas Hydrate Wells
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Proceedings Papers

Effective Neural Networks Models for Inferred Production Prediction in ESP Equipped Wells

Andrei Popa, Jacob Umbriaco, Alexia Tirtawidjaja
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209266-MS
https://doi.org/10.2118/209266-MS
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View Paper titled, Effective Neural Networks Models for Inferred Production Prediction in ESP Equipped Wells
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Proceedings Papers

Time Series Analysis as an Alternative for Decline Curve Analysis in Unconventional Plays

Mohammadreza Malaieri, Raya Matoorian, Roman J. Shor
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209261-MS
https://doi.org/10.2118/209261-MS
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View Paper titled, Time Series Analysis as an Alternative for Decline Curve Analysis in Unconventional Plays
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Proceedings Papers

A Machine Learning Analysis to Relate Flow Pattern and Pressure Gradient During Gas Kicks Under Static Conditions

Chinemerem Edmond Obi, Yusuf Falola, Kaushik Manikonda, Abu Rashid Hasan, Mohammad Azizur Rahman
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209333-MS
https://doi.org/10.2118/209333-MS
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View Paper titled, A Machine Learning Analysis to Relate Flow Pattern and Pressure Gradient During Gas Kicks Under Static Conditions
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Proceedings Papers

Employing Regression Analysis to Demonstrate the Impact of Hyperbolic Decline Curve Parameters on Long-Term Production Forecast Accuracy for Unconventional Oil and Gas Production in the Bakken and Barnett

Nathaniel Younk, B. Todd Hoffman
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209332-MS
https://doi.org/10.2118/209332-MS
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View Paper titled, Employing Regression Analysis to Demonstrate the Impact of Hyperbolic Decline Curve Parameters on Long-Term Production Forecast Accuracy for Unconventional Oil and Gas Production in the Bakken and Barnett
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Proceedings Papers

A Comprehensive Review of RTA/DCA Methods in Unconventional Reservoirs

Hakki Aydin, Narendra Boppano, Mesut Yurukcu, Shuhao Liu, Cengiz Yegin, Cenk Temizel
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209321-MS
https://doi.org/10.2118/209321-MS
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View Paper titled, A Comprehensive Review of RTA/DCA Methods in Unconventional Reservoirs
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Proceedings Papers

Implementation of an Optimized Solution using a Cloud-Based Production Data Management System for Production Operations

Cristhian Camilo Tello Bahamon, Amin Adolfo Claib Meinhardt, Francisco Perez de la Cruz, Hector Eric Ramirez Olarte, Roberto Eduardo Soberanes Hernandez, Henry Andrey Lozano, Jesley Sena de Lima, Claudia Vasquez Garcia, Francisco Garibay, John Gomez, Abraham Gonzalez Ordonez, Javier Parra
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209345-MS
https://doi.org/10.2118/209345-MS
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View Paper titled, Implementation of an Optimized Solution using a Cloud-Based Production Data Management System for Production Operations
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Proceedings Papers

The Use of Localized Well-Drainage Reservoir Pressure Model in Optimum Fracture Design

Merit P. Ekeregbe
Paper presented at the SPE Western Regional Meeting, April 26–28, 2022
Paper Number: SPE-209343-MS
https://doi.org/10.2118/209343-MS
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View Paper titled, The Use of Localized Well-Drainage Reservoir Pressure Model in Optimum Fracture Design
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