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Proceedings Papers

Estimating Rock Typing in Uncored Wells Using Machine Learning Techniques for Brazilian Pre-Salt Carbonate Reservoir

Mohammad Saad Allahham, Vinicius Eduardo Botechia, Alessandra Davólio, Denis José Schiozer
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220992-MS
https://doi.org/10.2118/220992-MS
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View Paper titled, Estimating Rock Typing in Uncored Wells Using Machine Learning Techniques for Brazilian Pre-Salt Carbonate Reservoir
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Journal Articles

Data Assimilation of Production and Multiple 4D Seismic Acquisitions in a Deepwater Field Using Ensemble Smoother with Multiple Data Assimilation

Daiane Rossi Rosa, Denis José Schiozer, Alessandra Davolio
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (04): 1528–1540.
Paper Number: SPE-215812-PA
https://doi.org/10.2118/215812-PA
Published: 08 November 2023
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View article titled, Data Assimilation of Production and Multiple 4D Seismic Acquisitions in a Deepwater Field Using Ensemble Smoother with Multiple Data Assimilation
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Proceedings Papers

A New Hybrid Data-Driven and Model-Based Methodology for Improved Short-Term Production Forecasting

Vitor Hugo de Sousa Ferreira, Manuel Castro, Renato Moura, Rafael de Oliveira Werneck, Marcelo Ferreira Zampieri, Maiara Moreira Gonçalves, Oscar Linares, Soroor Salavati, Leopoldo Andre Dutra Lusquino Filho, Pedro Ribeiro Mendes Júnior, Alexandre Mello Ferreira, Alessandra Davolio, Denis Jose Schiozer, Anderson Rocha
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32167-MS
https://doi.org/10.4043/32167-MS
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View Paper titled, A New Hybrid Data-Driven and Model-Based Methodology for Improved Short-Term Production Forecasting
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Journal Articles

Subspace Ensemble Randomized Maximum Likelihood with Local Analysis for Time-Lapse-Seismic-Data Assimilation

Gilson Moura Silva Neto, Ricardo Vasconcellos Soares, Geir Evensen, Alessandra Davolio, Denis José Schiozer
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 26 (02): 1011–1031.
Paper Number: SPE-205029-PA
https://doi.org/10.2118/205029-PA
Published: 14 April 2021
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View article titled, Subspace Ensemble Randomized Maximum Likelihood with Local Analysis for Time-Lapse-Seismic-Data Assimilation
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Proceedings Papers

Multi Attribute Approach for Quantifying Competing Time Lapse Effects and Implications for Similarity Indicators in Data Assimilation

Juliana Maia Santos, Denis José Schiozer, Alessandra Davolio
Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201426-MS
https://doi.org/10.2118/201426-MS
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View Paper titled, Multi Attribute Approach for Quantifying Competing Time Lapse Effects and Implications for Similarity Indicators in Data Assimilation
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Proceedings Papers

Leveraging Phylogenetic Trees to Assess Variability of Reservoir Models

Aurea Soriano-Vargas, Klaus Rollmann, Forlan La Rosa Almeida, Alessandra Davolio, Bernd Hamann, Denis José Schiozer, Anderson Rocha
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, July 27–31, 2020
Paper Number: SPE-199099-MS
https://doi.org/10.2118/199099-MS
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View Paper titled, Leveraging Phylogenetic Trees to Assess Variability of Reservoir Models
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Journal Articles

Systematic Approach To Reduce Uncertainties When Quantitatively Assimilating 4D Seismic and Well Data

Forlan La Rosa Almeida, Alessandra Davolio, Denis José Schiozer
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 23 (01): 013–030.
Paper Number: SPE-187081-PA
https://doi.org/10.2118/187081-PA
Published: 17 February 2020
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Proceedings Papers

Fast-Track Qualitative Interpretation of Seismic Data in a Permanent Reservoir Monitoring PRM Setting for a Brazilian Field

Masoud Maleki, Shahram Danaei, Alessandra Davolio, Denis José Schiozer
Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-196185-MS
https://doi.org/10.2118/196185-MS
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View Paper titled, Fast-Track Qualitative Interpretation of Seismic Data in a Permanent Reservoir Monitoring PRM Setting for a Brazilian Field
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Proceedings Papers

A Proper Data Comparison for Seismic History Matching Processes

Alessandra Davolio, Denis José Schiozer
Paper presented at the SPE Europec featured at 81st EAGE Conference and Exhibition, June 3–6, 2019
Paper Number: SPE-195549-MS
https://doi.org/10.2118/195549-MS
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View Paper titled, A Proper Data Comparison for Seismic History Matching Processes
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Proceedings Papers

Influence of Additional Objective Functions on Uncertainty Reduction and History Matching

Forlan La Rosa Almeida, Helena Nandi Formentin, Célio Maschio, Alessandra Davolio, Denis José Schiozer
Paper presented at the SPE Europec featured at 80th EAGE Conference and Exhibition, June 11–14, 2018
Paper Number: SPE-190804-MS
https://doi.org/10.2118/190804-MS
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View Paper titled, Influence of Additional Objective Functions on Uncertainty Reduction and History Matching
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Proceedings Papers

Evaluation of the Discrete Latin Hypercube with Geostatistical Realizations Sampling for History Matching Under Uncertainties for the Norne Benchmark Case

Carla J. Ferreira, Alessandra Davolio, Denis J. Schiozer
Paper presented at the OTC Brasil, October 24–26, 2017
Paper Number: OTC-28073-MS
https://doi.org/10.4043/28073-MS
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View Paper titled, Evaluation of the Discrete Latin Hypercube with Geostatistical Realizations Sampling for History Matching Under Uncertainties for the Norne Benchmark Case
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Proceedings Papers

Application of a Methodology to Incorporate Probabilistic Data from Two Technologies: Reservoir Simulation Models and 4D Seismic

Germano S. C. Assunção, Alessandra Davolio, Denis J. Schozer
Paper presented at the OTC Brasil, October 24–26, 2017
Paper Number: OTC-28153-MS
https://doi.org/10.4043/28153-MS
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View Paper titled, Application of a Methodology to Incorporate Probabilistic Data from Two Technologies: Reservoir Simulation Models and 4D Seismic
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Proceedings Papers

Methodology to Systematically Reduce Uncertainty Assimilating Quantitatively 4D Seismic and Well Data in a Probabilistic and Multi-Objective History Matching

Forlan La Rosa Almeida, Alessandra Davolio, Denis José Schiozer
Paper presented at the SPE Annual Technical Conference and Exhibition, October 9–11, 2017
Paper Number: SPE-187081-MS
https://doi.org/10.2118/187081-MS
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View Paper titled, Methodology to Systematically Reduce Uncertainty Assimilating Quantitatively 4D Seismic and Well Data in a Probabilistic and Multi-Objective History Matching
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Proceedings Papers

Use of a Probabilistic and Multi-Objective History Matching for Uncertainty Reduction for the Norne Benchmark Case

Carla J. Ferreira, Alessandra Davolio, Denis J. Schiozer
Paper presented at the SPE Europec featured at 79th EAGE Conference and Exhibition, June 12–15, 2017
Paper Number: SPE-185837-MS
https://doi.org/10.2118/185837-MS
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View Paper titled, Use of a Probabilistic and Multi-Objective History Matching for Uncertainty Reduction for the Norne Benchmark Case
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Proceedings Papers

A Methodology to Integrate Multiple Simulation Models and 4D Seismic Data Considering Their Uncertainties

Germano S. Assunção, Alessandra Davolio, Denis J. Schiozer
Paper presented at the SPE Annual Technical Conference and Exhibition, September 26–28, 2016
Paper Number: SPE-181608-MS
https://doi.org/10.2118/181608-MS
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Proceedings Papers

Multi-Scale Integration of 4D Seismic and Simulation Data to Improve Saturation Estimations

Gil Gomes Correia, Alessandra Davolio, Denis José Schiozer
Paper presented at the SPE Europec featured at 78th EAGE Conference and Exhibition, May 30–June 2, 2016
Paper Number: SPE-180116-MS
https://doi.org/10.2118/180116-MS
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View Paper titled, Multi-Scale Integration of 4D Seismic and Simulation Data to Improve Saturation Estimations
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Proceedings Papers

Use of Emulator and Canonical Correlation to Incorporate 4D Seismic Data in the Reduction of Uncertainty Process

Carla J. Ferreira, Alessandra Davolio, Denis J. Schiozer, Ian Vernon, Michael Goldstein
Paper presented at the EUROPEC 2015, June 1–4, 2015
Paper Number: SPE-174387-MS
https://doi.org/10.2118/174387-MS
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View Paper titled, Use of Emulator and Canonical Correlation to Incorporate 4D Seismic Data in the Reduction of Uncertainty Process
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Proceedings Papers

Improving the Estimation of the Chance of Success of a 4D Seismic Project Based on Representative Models

Carla Janaina Ferreira, Alessandra Davolio, Denis J. Schiozer
Paper presented at the EUROPEC 2015, June 1–4, 2015
Paper Number: SPE-174386-MS
https://doi.org/10.2118/174386-MS
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View Paper titled, Improving the Estimation of the Chance of Success of a 4D Seismic Project Based on Representative Models
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Proceedings Papers

A New Approach to Perform a Probabilistic and Multi-Objective History Matching

Forlan La Almeida, Alessandra Davolio, Denis José Schiozer
Paper presented at the SPE Annual Technical Conference and Exhibition, October 27–29, 2014
Paper Number: SPE-170623-MS
https://doi.org/10.2118/170623-MS
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View Paper titled, A New Approach to Perform a Probabilistic and Multi-Objective History Matching
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Proceedings Papers

Local History Matching Using 4D Seismic Data and Multiple Models Combination

Alessandra Davolio, Célio Maschio, Denis José Schiozer
Paper presented at the EAGE Annual Conference & Exhibition incorporating SPE Europec, June 10–13, 2013
Paper Number: SPE-164883-MS
https://doi.org/10.2118/164883-MS
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View Paper titled, Local History Matching Using 4D Seismic Data and Multiple Models Combination
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