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Proceedings Papers

Automating Dynamometer Charts Interpretation with Machine Learning

Mario Antonio del Pino Fiorillo
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, June 14–15, 2023
Paper Number: SPE-213191-MS
https://doi.org/10.2118/213191-MS
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Proceedings Papers

The Use of Machine Learning to Estimate Key Properties in Vaca Muerta Play

C. Bernhardt, G. Horowitz, D. Gallart, J. N. Cambra, M. Silka, M. G. Sanchez, L. L. Vera Lopez
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, June 14–15, 2023
Paper Number: SPE-213183-MS
https://doi.org/10.2118/213183-MS
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Proceedings Papers

Intelligent Monitoring of Oil Production Assets

G. Horowitz, P. Farfán, M. De Larena, R. Rodríguez, P. Mari, P. Alonso
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, June 14–15, 2023
Paper Number: SPE-213121-MS
https://doi.org/10.2118/213121-MS
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Proceedings Papers

Margarita 10: Drilling Strategy of the Fastest Well in the Bolivian Sub-Andean Region

Mario Bertarelli, Gary Buyers, Jorge Barron
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, June 14–15, 2023
Paper Number: SPE-213173-MS
https://doi.org/10.2118/213173-MS
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Proceedings Papers

3D Real Time Digital Twin

E. Ferrigno, G. A. Barsola
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, June 14–15, 2023
Paper Number: SPE-213115-MS
https://doi.org/10.2118/213115-MS
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Proceedings Papers

Fast Real-Time Production Optimization for Integrated Asset Modelling Using Mixed-Integer Non-Linear Programming in Julia Language

Ramiro Canchucaja
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, June 14–15, 2023
Paper Number: SPE-213138-MS
https://doi.org/10.2118/213138-MS
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View Paper titled, Fast Real-Time Production Optimization for Integrated Asset Modelling Using Mixed-Integer Non-Linear Programming in Julia Language
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Proceedings Papers

Artificial Intelligence (AI) Inside of Rock Physics Modelling, Case of Study in Tight Sand Reservoir.

L. A. Castellanos Bassoult
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, June 14–15, 2023
Paper Number: SPE-213142-MS
https://doi.org/10.2118/213142-MS
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Proceedings Papers

Failure Prediction Methodology for ESP and Operational Behavior

L. E. Cardona, P. J. Vivas Sanchez, B. Joya
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, June 14–15, 2023
Paper Number: SPE-213140-MS
https://doi.org/10.2118/213140-MS
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View Paper titled, Failure Prediction Methodology for ESP and Operational Behavior
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Proceedings Papers

A Comprehensive Approach to Organic Precipitation Damage by CPA EoS from Monte Carlo, and Machine Learning Methods

C. Cundar, C. Guerrero-Benavides, J. D. Aristizabal, I. Moncayo-Riascos, F. A. Rojas-Ruiz, J. A. Orrego-Ruiz, W. Cañas-Marín, R. Osorio
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, June 14–15, 2023
Paper Number: SPE-213163-MS
https://doi.org/10.2118/213163-MS
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View Paper titled, A Comprehensive Approach to Organic Precipitation Damage by CPA EoS from Monte Carlo, and Machine Learning Methods
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Proceedings Papers

A Novel Decision-Making Framework for Waterflooding Optimization using Long and Short-Term Memory Models and Metaheuristics

A. X. Rodriguez Castelblanco, E. Gildin, S. A. Cabrales, A. L. Medaglia
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, June 14–15, 2023
Paper Number: SPE-213154-MS
https://doi.org/10.2118/213154-MS
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View Paper titled, A Novel Decision-Making Framework for Waterflooding Optimization using Long and Short-Term Memory Models and Metaheuristics
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Proceedings Papers

Combining Machine Learning with Traditional Reservoir Physics for Predictive Modeling and Optimization of a Large Mature Waterflood Project in the Gulf of San Jorge Basin in Argentina

Carlos Calad, Fernando Gutierrez, Paola Pastor, Pallav Sarma
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, July 27–31, 2020
Paper Number: SPE-199048-MS
https://doi.org/10.2118/199048-MS
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View Paper titled, Combining Machine Learning with Traditional Reservoir Physics for Predictive Modeling and Optimization of a Large Mature Waterflood Project in the Gulf of San Jorge Basin in Argentina
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Proceedings Papers

Machine Learning Applied to SRV Modeling, Fracture Characterization, Well Interference and Production Forecasting in Low Permeability Reservoirs

Edgar Urban-Rascon, Roberto Aguilera
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, July 27–31, 2020
Paper Number: SPE-199082-MS
https://doi.org/10.2118/199082-MS
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View Paper titled, Machine Learning Applied to SRV Modeling, Fracture Characterization, Well Interference and Production Forecasting in Low Permeability Reservoirs
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Proceedings Papers

EOR Screening and Early Production Forecasting in Heavy Oil Fields: A Machine Learning Approach

Eduardo Andrés Muñoz Vélez, Felipe Romero Consuegra, Carlos Andrés Berdugo Arias
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, July 27–31, 2020
Paper Number: SPE-199047-MS
https://doi.org/10.2118/199047-MS
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View Paper titled, EOR Screening and Early Production Forecasting in Heavy Oil Fields: A Machine Learning Approach
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Proceedings Papers

Sand Control Optimization for Rubiales Field: Trade-Off Between Sand Control, Flow Performance and Mechanical Integrity

Edgar Alberto Mayorga Cespedes, Morteza Roostaei, Alberto A. Uzcátegui, Mohammad Soroush, Hossein Izadi, Seyed Abolhassan Hosseini, Brad Schroeder, Mahdi Mahmoudi, Dionis M. Gomez, Edgar Mora, Javier Alpire, Joselvis Torres, Vahidoddin Fattahpour
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, July 27–31, 2020
Paper Number: SPE-199062-MS
https://doi.org/10.2118/199062-MS
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View Paper titled, Sand Control Optimization for Rubiales Field: Trade-Off Between Sand Control, Flow Performance and Mechanical Integrity
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Proceedings Papers

Non-Intrusive Parametric Model Order Reduction with Error Correction Modeling for Changing Well Locations Using a Machine Learning Framework

Hardikkumar Zalavadia, Eduardo Gildin
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, July 27–31, 2020
Paper Number: SPE-199042-MS
https://doi.org/10.2118/199042-MS
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View Paper titled, Non-Intrusive Parametric Model Order Reduction with Error Correction Modeling for Changing Well Locations Using a Machine Learning Framework
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Proceedings Papers

Optimization of Recovery by Huff and Puff Gas Injection in Shale Oil Reservoirs Using the Climbing Swarm Derivative Free Algorithm

Bukola Korede Olusola, Daniel Orozco, Roberto Aguilera
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, July 27–31, 2020
Paper Number: SPE-199028-MS
https://doi.org/10.2118/199028-MS
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View Paper titled, Optimization of Recovery by Huff and Puff Gas Injection in Shale Oil Reservoirs Using the Climbing Swarm Derivative Free Algorithm
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Proceedings Papers

Intelligent and Automated Workflow for Identification of Behind Pipe Recompletions and New Infill Locations Opportunities for an Onshore Middle East Field

Rami Kansao, Wassim Benhallam, Alexander Aronovitz, Meher Ravuri, Agustin Maqui, Vural Suicmez, David Castineira, Hamed Darabi
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, July 27–31, 2020
Paper Number: SPE-199090-MS
https://doi.org/10.2118/199090-MS
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View Paper titled, Intelligent and Automated Workflow for Identification of Behind Pipe Recompletions and New Infill Locations Opportunities for an Onshore Middle East Field
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Proceedings Papers

An Open-Source Enabled Drilling Simulation Consortium for Academic and Commercial Applications

Enrique Zarate Losoya, Eduardo Gildin, Samuel F Noynaert, Zenon Medina-Zetina, Tim Crain, Shaun Stewart, Jimmy Hicks
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, July 27–31, 2020
Paper Number: SPE-198943-MS
https://doi.org/10.2118/198943-MS
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View Paper titled, An Open-Source Enabled Drilling Simulation Consortium for Academic and Commercial Applications
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Proceedings Papers

Data Boosted Stuck Pipe Prevention: Integrating Machine Learning Models into the Mud Plan Design Workflow

Carlos Andrés Berdugo Arias, Angie Tatiana León Torrado, Juan Sebastián Llano Carvajal
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, July 27–31, 2020
Paper Number: SPE-198972-MS
https://doi.org/10.2118/198972-MS
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View Paper titled, Data Boosted Stuck Pipe Prevention: Integrating Machine Learning Models into the Mud Plan Design Workflow
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Proceedings Papers

A Multiscale Data-Driven Forecasting Framework for Optimum Field Development Planning

Amir Salehi, Gill Hetz, Soheil Esmaeilzadeh, Feyisayo Olalotiti, David Castineira
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, July 27–31, 2020
Paper Number: SPE-198997-MS
https://doi.org/10.2118/198997-MS
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View Paper titled, A Multiscale Data-Driven Forecasting Framework for Optimum Field Development Planning
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