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Proceedings Papers

Performance Comparison of Gradient-Free Optimization Methods for Well Placement and Well Controls Optimization for Geologic CO 2 Storage

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Imaobong Tom, Quang M. Nguyen, Mustafa Onur
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220026-MS
https://doi.org/10.2118/220026-MS
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View Paper titled, Performance Comparison of Gradient-Free Optimization Methods for Well Placement and Well Controls Optimization for Geologic CO 2 Storage
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Proceedings Papers

Prediction and History Matching of Observed Production Rate and Bottomhole Pressure Data Sets from in Situ Cross-Linked Polymer Gel Conformance Treatments Using Machine Learning Methods

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Yuhao Chen, Mustafa Onur, Nihal Kuzu, Onur Narin
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220110-MS
https://doi.org/10.2118/220110-MS
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View Paper titled, Prediction and History Matching of Observed Production Rate and Bottomhole Pressure Data Sets from in Situ Cross-Linked Polymer Gel Conformance Treatments Using Machine Learning Methods
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Proceedings Papers

Comparison of Constrained Life-Cycle Production Optimization Algorithms Based on Stochastic Simplex Approximate Gradients

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Omer Lutfu Toktas, Quang Minh Nguyen, Mustafa Onur
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220105-MS
https://doi.org/10.2118/220105-MS
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View Paper titled, Comparison of Constrained Life-Cycle Production Optimization Algorithms Based on Stochastic Simplex Approximate Gradients
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Proceedings Papers

A Deep-Learning-Based Reservoir Surrogate for Performance Forecast and Nonlinearly Constrained Life-Cycle Production Optimization Under Geological Uncertainty

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Quang Minh Nguyen, Mustafa Onur
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220002-MS
https://doi.org/10.2118/220002-MS
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View Paper titled, A Deep-Learning-Based Reservoir Surrogate for Performance Forecast and Nonlinearly Constrained Life-Cycle Production Optimization Under Geological Uncertainty
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Proceedings Papers

Analysis of the Performance of Horizontal Wells in the Long-Term CO 2 Sequestration in Saline Aquifers

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G. J. Moridis, M. T. Reagan, T. Huang, T. A. Blasingame
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220055-MS
https://doi.org/10.2118/220055-MS
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View Paper titled, Analysis of the Performance of Horizontal Wells in the Long-Term CO 2 Sequestration in Saline Aquifers
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Proceedings Papers

Experimental Integrated Workflow Activities for CCS Application

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P. Pisicchio, C. Barbieri, M. Bartosek, A. Battigelli, A. Cerioli Regondi, E. Distaso, C. Geloni, L. Moghadasi, A. Ortenzi, E. Previde Massara, F. Radaelli, I. Reitano, A. Viareggio, G. Vinella, L. Visconti, G. Volontè
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220010-MS
https://doi.org/10.2118/220010-MS
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View Paper titled, Experimental Integrated Workflow Activities for CCS Application
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Proceedings Papers

Effects of Flow and Geomechanics Coupling in Faulted Reservoirs for CO 2 Storage

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Andrea Ferrari, Stefano Nardean, Silvia Monaco, Timur Garipov, Stefano Mantica, Alberto Cominelli
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220000-MS
https://doi.org/10.2118/220000-MS
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View Paper titled, Effects of Flow and Geomechanics Coupling in Faulted Reservoirs for CO 2 Storage
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Proceedings Papers

Optimizing Injection-Production Allocation in Geothermal Systems Using Advanced Look-Ahead Reservoir Models

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M. A. Cancelliere
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220067-MS
https://doi.org/10.2118/220067-MS
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View Paper titled, Optimizing Injection-Production Allocation in Geothermal Systems Using Advanced Look-Ahead Reservoir Models
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Proceedings Papers

Implementation of a Risk Assessment Procedure to Manage Well Integrity in Underground Gas Storage

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E. Baronio, C. Busollo, E. Abdo, S. Mauro
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220075-MS
https://doi.org/10.2118/220075-MS
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View Paper titled, Implementation of a Risk Assessment Procedure to Manage Well Integrity in Underground Gas Storage
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Proceedings Papers

Watch the Reservoir! Improving Short-Term Production Forecast Through Transformers

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R. Werneck, L. A. Lusquino Filho, A. Lustosa, A. Loomba, M. M. Gonçalves, A. Esmin, S. Salavati, E. Morais, P. Ribeiro Mendes Junior, M. Zampieri, M. Amaral, O. C. Linares, M. Castro, R. Moura, D. J. Schiozer, A. Mello Ferreira, A. Davolio, A. Rocha
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220059-MS
https://doi.org/10.2118/220059-MS
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View Paper titled, Watch the Reservoir! Improving Short-Term Production Forecast Through Transformers
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Proceedings Papers

Integrated InSAR-GPS Monitoring of an Underground Gas Storage (UGS) Field: The Minerbio Pilot Test

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G. Codegone, M. Piras, P. Dabove, A. Mantegazzi, C. Coti
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-219982-MS
https://doi.org/10.2118/219982-MS
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View Paper titled, Integrated InSAR-GPS Monitoring of an Underground Gas Storage (UGS) Field: The Minerbio Pilot Test
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Proceedings Papers

Exploring North Sea Fractured Sandstone Properties: Artificial Intelligence, Multiscale Imaging, Pore-Fracture Network Analysis and Experimental Results

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C. T. Panaitescu, K. Wu, M. E. Kartal, Y. Tanino, A. Starkey, G. Qin, L. Zhao, Z. Cao, S. Wu
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220049-MS
https://doi.org/10.2118/220049-MS
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View Paper titled, Exploring North Sea Fractured Sandstone Properties: Artificial Intelligence, Multiscale Imaging, Pore-Fracture Network Analysis and Experimental Results
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Proceedings Papers

Harnessing High-Performance Computing for Comprehensive Visualization of Large-Scale CO 2 Sequestration Flow and Geomechanics Numerical Models

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M. Cancelliere, H. A. Florez, T. M. Al-Shaalan, O. Kovalevskiy
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220009-MS
https://doi.org/10.2118/220009-MS
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View Paper titled, Harnessing High-Performance Computing for Comprehensive Visualization of Large-Scale CO 2 Sequestration Flow and Geomechanics Numerical Models
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Proceedings Papers

Secure CO 2 Sequestration: A Deep Reinforcement Learning Perspective on Injection Rate Management

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Peyman Kor, Enrico Riccardi, Reidar Brumer Bratvold
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220038-MS
https://doi.org/10.2118/220038-MS
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View Paper titled, Secure CO 2 Sequestration: A Deep Reinforcement Learning Perspective on Injection Rate Management
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Proceedings Papers

Deep Learning for Geothermal Reservoir Characterization: Estimating Rock Properties from Seismic Data Using Convolutional Neural Networks

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Mariam Shreif, Julien Kuhn de Chizelle, Adam Turner, Saurav Bhattacharjee, Ali Madani
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220079-MS
https://doi.org/10.2118/220079-MS
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View Paper titled, Deep Learning for Geothermal Reservoir Characterization: Estimating Rock Properties from Seismic Data Using Convolutional Neural Networks
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Proceedings Papers

Deployment of an Artificial Intelligence-Based Well Integrity Monitoring Solution

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P. Aditama, M. Eita, T. Koziol, K. Zhukova, M. Dillen, F. P. A. Sanchez, M. Schemmer, M. Nitsche, M. Tomina, T. Kimari
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220003-MS
https://doi.org/10.2118/220003-MS
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View Paper titled, Deployment of an Artificial Intelligence-Based Well Integrity Monitoring Solution
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Proceedings Papers

Evolution of a Digital Twin for Underground Gas Storage Wells: Thermal Effects of Tubing Gas Flow on Annulus Pressure in Transient Conditions

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C. Busollo, E. Abdo, M. Kattar, S. Mauro, M. Troise, L. Salamina
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220006-MS
https://doi.org/10.2118/220006-MS
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View Paper titled, Evolution of a Digital Twin for Underground Gas Storage Wells: Thermal Effects of Tubing Gas Flow on Annulus Pressure in Transient Conditions
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Proceedings Papers

Estimation of Real-Time Bottomhole Parameters in CO 2 Injection Wells During Operations by Means of an Ensemble of Neural Networks

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J. Figueroa, P. Baraldi, I. Chouybat, F. Ursini, E. Vignati, E. Zio
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220048-MS
https://doi.org/10.2118/220048-MS
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View Paper titled, Estimation of Real-Time Bottomhole Parameters in CO 2 Injection Wells During Operations by Means of an Ensemble of Neural Networks
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Proceedings Papers

Automated Rate Control to Prevent Induced Fracturing and Fracture Opening Monitored with Step Rate Tests

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A. Ambrus, J. Mugisha, A. Shchipanov, U. J. F. Aarsnes, A. M. Øverland
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220016-MS
https://doi.org/10.2118/220016-MS
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View Paper titled, Automated Rate Control to Prevent Induced Fracturing and Fracture Opening Monitored with Step Rate Tests
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Proceedings Papers

Digitalization in Drilling: A Paradigm Shift for Cost Reduction in Geothermal Projects

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Roberto Martini, Giulia Giudici
Paper presented at the SPE Europe Energy Conference and Exhibition, June 26–28, 2024
Paper Number: SPE-220071-MS
https://doi.org/10.2118/220071-MS
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View Paper titled, Digitalization in Drilling: A Paradigm Shift for Cost Reduction in Geothermal Projects
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