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Proceedings Papers

Discovering Patterns within the Drilling Reports using Artificial Intelligence for Operation Monitoring

Danilo Colombo, Daniel Carlos Guimarães Pedronette, Ivan Rizzo Guilherme, João Paulo Papa, Luiz Carlos Felix Ribeiro, Luis Claudio Sugi Afonso, João Gabriel Camacho Presotto, Gustavo José Sousa
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29815-MS
https://doi.org/10.4043/29815-MS
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Proceedings Papers

A Deep Dive into Disruptive Technologies in the Oil and Gas Industry

David Wishnow, Hossein Rokhsari Azar, Maziar Pashaei Rad
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29779-MS
https://doi.org/10.4043/29779-MS
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Proceedings Papers

Tuning a Fully Convolutional Network for Velocity Model Estimation

Luan Rios Campos, Peterson Nogueira, Erick Nascimento
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29904-MS
https://doi.org/10.4043/29904-MS
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View Paper titled, Tuning a Fully Convolutional Network for Velocity Model Estimation
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Proceedings Papers

Application of Machine Learning to Oil Production Forecast under Uncertainties-The Linear Model

Leonardo Kubota, Fabio Souto
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29883-MS
https://doi.org/10.4043/29883-MS
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View Paper titled, Application of Machine Learning to Oil Production Forecast under Uncertainties-The Linear Model
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Proceedings Papers

Big Data Approach for Assessing Hydraulic Interference Between Wells in Not-Controled Systems

Victor Costa Da Silva
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29881-MS
https://doi.org/10.4043/29881-MS
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Proceedings Papers

Predictive Data Mining Techniques for Economic Evaluation of Unconventional Resources: The Tight Gas of Argentina

Reynaldo José Cervantes Bravo, Edgar Jimenez Nieves, Ludmer Arcaya Arhuata
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29954-MS
https://doi.org/10.4043/29954-MS
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View Paper titled, Predictive Data Mining Techniques for Economic Evaluation of Unconventional Resources: The Tight Gas of Argentina
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Proceedings Papers

A New Robust Drilling Rate Model

Mohammed Murif Al-Rubaii, Rahul N. Gajbhiye, Abdullah Saleh Al-Yami, Raed A. Alouhali
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29933-MS
https://doi.org/10.4043/29933-MS
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Proceedings Papers

Forecasting Smart Well Production via Deep Learning and Data Driven Optimization

Taisa Calvette, Allan Gurwicz, Ana Carolina Abreu, Marco Aurélio Cavalcanti Pacheco
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29861-MS
https://doi.org/10.4043/29861-MS
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Proceedings Papers

Life Extension of Offshore Structure Using Machine Learning

Subrata Bhowmik
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29759-MS
https://doi.org/10.4043/29759-MS
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Proceedings Papers

Data Science and Business Intelligence Techniques for Learning from Environmental Accident Analysis for Offshore Oil Fields

Rômulo Alves Loretti, Vitor Felipe Pereira Da Costa, Daniel Geraldo De Oliveira Memoria, Andrezza Neves Barbosa, Helton Luiz Santana Oliveira, Issac Rafael Wegner, Cristiano Andre Christmann Zank
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29725-MS
https://doi.org/10.4043/29725-MS
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View Paper titled, Data Science and Business Intelligence Techniques for Learning from Environmental Accident Analysis for Offshore Oil Fields
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Proceedings Papers

Technology Intelligence Analysis Based on Document Embedding Techniques for Oil and Gas Domain

Fábio Corrêa Cordeiro, Diogo da Silva Magalhães Gomes, Flávio Antônio Machado Gomes, Renata Cristina Texeira
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29707-MS
https://doi.org/10.4043/29707-MS
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View Paper titled, Technology Intelligence Analysis Based on Document Embedding Techniques for Oil and Gas Domain
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Proceedings Papers

Artificial Intelligence-Based Screening of Enhanced Oil Recovery Materials for Reservoir-Specific Applications

Ronaldo Giro, Silas Pereira Lima Filho, Rodrigo Neumann Barros Ferreira, Michael Engel, Mathias Bernhard Steiner
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29754-MS
https://doi.org/10.4043/29754-MS
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Proceedings Papers

Unsupervised Deep Learning for Facies Pattern Recognition on Borehole Images

Laura Lima, Nadege Bize-Forest, Alexandre Evsukoff, Renata Leonhardt
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29726-MS
https://doi.org/10.4043/29726-MS
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View Paper titled, Unsupervised Deep Learning for Facies Pattern Recognition on Borehole Images
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Proceedings Papers

Automated Supervision of Personal Protective Equipment Usage

Lucas Dalmedico Gessoni, Edgar Vilela Gadbem, Pedro Gonçalves Alves, Matheus Pedroza Ferreira, André Luís Michels de Alcântara, Claudio Santos Fernandes, Danilo Colombo
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29728-MS
https://doi.org/10.4043/29728-MS
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Proceedings Papers

Machine Learning Applied on Fishing Occurrence Prediction

Flavio Tito Peixoto Filho, Juarez Guaraci Filardo
Paper presented at the Offshore Technology Conference Brasil, October 29–31, 2019
Paper Number: OTC-29700-MS
https://doi.org/10.4043/29700-MS
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Proceedings Papers

Advanced Control for Gas-Lift Well Optimization

Mario C M M Campos, Marcelo L Lima, Alex F Teixeira, Cristiano A. Moreira, Alberto S Stender, Oscar F. Von Meien, Bernardo Quaresma
Paper presented at the OTC Brasil, October 24–26, 2017
Paper Number: OTC-28108-MS
https://doi.org/10.4043/28108-MS
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Proceedings Papers

A Solution to Optimize the Logistics of a Fleet of Workover Vessels Applied to Offshore Operations in the Gulf of Mexico

David Vasconcelos, Elysio Nogueira, Sergio Sousa, Raed Charrouf
Paper presented at the OTC Brasil, October 24–26, 2017
Paper Number: OTC-28148-MS
https://doi.org/10.4043/28148-MS
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View Paper titled, A Solution to Optimize the Logistics of a Fleet of Workover Vessels Applied to Offshore Operations in the Gulf of Mexico
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Proceedings Papers

Dynamic Model for Production Optimization to Offshore Platforms with Short-Time Machine Failures

B. F. Vieira, V. R. Rosa, F. F. Arraes, A. F. Teixeira
Paper presented at the OTC Brasil, October 24–26, 2017
Paper Number: OTC-28104-MS
https://doi.org/10.4043/28104-MS
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Proceedings Papers

Reservoir Development with OCTOPUS: Drainage Plan Decisions Supported by an Artificial Intelligence System

Marco Antônio Cardoso, Marco Aurélio Pacheco, Ana Carolina Abreu, Leonardo Mendonza
Paper presented at the OTC Brasil, October 24–26, 2017
Paper Number: OTC-28209-MS
https://doi.org/10.4043/28209-MS
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View Paper titled, Reservoir Development with OCTOPUS: Drainage Plan Decisions Supported by an Artificial Intelligence System
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Proceedings Papers

Predicting and Detecting Equipment Malfunctions Using Machine Learning

Patrick Bangert
Paper presented at the OTC Brasil, October 24–26, 2017
Paper Number: OTC-28109-MS
https://doi.org/10.4043/28109-MS
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