UNISIM-II Publications (86)
Investigation of pore geometry influence on fluid flow in heterogeneous porous media: A pore-scale study
Soltanmohammadi, Ramin, Iraji, Shohreh, de Almeida, Tales Rodrigues, Basso, Mateus, Munoz, Eddy Ruidiaz, Vidal, Alexandre Campane
Energy Geoscience
2024
Metodologia para otimizar as regras de controle de poços injetores inteligentes para gerenciamento da injeção WAG-CO2
Lopes, Guilherme Nunes
Thesis
2023
Comparing Wag-co2 Injection With Continuous Water and Gas Injection in Separate Wells for the Development and
Junior, J. De Oliveira, Santos, S., Santos, A., Schiozer, D.
2023
Feature Extraction in Time-Lapse Seismic Using Deep Learning for Data Assimilation
Exterkoetter, Rodrigo, Rachid Dutra, Gustavo, Passos de Figueiredo, Leandro, Bordignon, Fernando, Anozé Emerick, Alexandre, Moura Silva Neto, Gilson
2023
Comparing WAG-CO2 Injection with Continuous Water and Gas Injection in Separate Wells for the Development and Management of a CO2-Rich Light Oil Fractured Carbonate Reservoir Subject to Full Gas Recycling
de Oliveira, Josias Pereira, Santos, Susana Margarida da Graça, dos Santos, Antônio Alberto Souza, Schiozer, Denis José
2023
Reference synthetic-dataset for novelty detection in oil production data: A perceptive evaluation along with case studies from 51 oilfields
Abdelaziem, Osama Elsayed, Gawish, Ahmed Ahmed, Farrag, Sayed Fadel, Egypt, Rashpetco JV Shell
Expert Systems with Applications
2023
The Golem: A general data-driven model for oil & gas forecasting based on recurrent neural networks
Martínez, Víctor, Rocha, Anderson
IEEE Access
2023
Optimization of design variables and control rules in field development under uncertainty: A case of intelligent wells and CO2 water alternating gas injection
Mirzaei-Paiaman, Abouzar, Santos, Susana MG, Schiozer, Denis J.
Geoenergy Science and Engineering
2023
Binary well placement optimization using a decomposition-based multi-objective evolutionary algorithm with diversity preservation
de Moraes, Matheus Bernardelli, Coelho, Guilherme Palermo, Santos, Antonio Alberto S., Schiozer, Denis José
Computational Geosciences
2023
Relative permeability hysteresis analysis in a reservoir with characteristics of the Brazilian pre-salt
da Silva, Danielle Alves Ribeiro, Hernandez, Juan Alberto Mateo, Barillas, Jennys Lourdes Meneses
Research, Society and Development
2023
Análise da histerese de permeabilidade relativa em reservatório com características do pré-sal brasileiro
Silva, Danielle Alves Ribeiro da
2023
MODEL-BASED OPTIMIZATION OF ICVs’ CONTROL FOR PRODUCERS, INJECTORS, AND WAG-CO2 CYCLES SIZE IN A CARBONATE RESERVOIR UNDER UNCERTAINTY
Botechia, V. E., Schiozer, D. J.
Brazilian Journal of Petroleum and Gas
2023
APPLICATION OF WATER FLOODING AND WATER ALTERNATIVE GAS (WAG) FLOODING TECHNIQUES IN A CARBONATE RESERVOIR: INTEGRATION OF RESERVOIR AND PRODUCTION SYSTEMS FOR DECISION MAKING
von Hohendorff Filho, J. C., Victorino, I. R. S., Bigdeli, A., Schiozer, D. J.
Brazilian Journal of Petroleum and Gas
2023
Hybrid Machine Learning for Modeling the Relative Permeability Changes in Carbonate Reservoirs under Engineered Water Injection
Reginato, Leonardo Fonseca, Gioria, Rafael dos Santos, Sampaio, Marcio Augusto
Energies
2023
Numerical Simulation Study of Relative Permeability Hysteresis in a Fractured Carbonate Reservoir Subjected to Water-Alternating-Gas Injection (WAG-CO2)
Menezes, D. E. S., Botechia, V. E., Santos, S. M. G., Skauge, A., Schiozer, D. J.
2023
Time series causal relationships discovery through feature importance and ensemble models
Castro, Manuel, Júnior, Pedro Ribeiro Mendes, Soriano-Vargas, Aurea, Werneck, Rafael De Oliveira, Gonçalves, Maiara, Lusquino Filho, Leopoldo, Moura, Renato, Zampieri, Marcelo, Linares, Oscar, Ferreira, Vitor
2023
A comparison of machine learning surrogate models for net present value prediction from well placement binary data
Junior, João Roberto Bertini, Batista Filho, Sérgio Ferreira, Funcia, Mei Abe, da Silva, Luis Otávio Mendes, Santos, Antonio Alberto S., Schiozer, Denis José
Journal of Petroleum Science and Engineering
2022
GAWPS: A MRST-based module for wellbore profiling and graphical analysis of flow units
Oliveira, Gustavo P., Rodrigues, Thiago NE, Lie, Knut-Andreas
2022
COMPUTATIONAL TIME REDUCTION OF COMPOSITIONAL RESERVOIR SIMULATION MODEL WITH WAG INJECTION AND GAS RECYCLE SCHEME THROUGH NUMERICAL TUNING OF SUBMODELS
Mello, S. F., Avansi, G. D., Rios, V. S., Schiozer, D. J.
Brazilian Journal of Petroleum and Gas
2022
The design of an open-source carbonate reservoir model
Gomes, Jorge Costa, Geiger, Sebastian, Arnold, Daniel
Petroleum Geoscience
2022
Data-driven deep-learning forecasting for oil production and pressure
de Oliveira Werneck, Rafael, Prates, Raphael, Moura, Renato, Gonçalves, Maiara Moreira, Castro, Manuel, Soriano-Vargas, Aurea, Júnior, Pedro Ribeiro Mendes, Hossain, M. Manzur, Zampieri, Marcelo Ferreira, Ferreira, Alexandre
Journal of Petroleum Science and Engineering
2022
GAWPS: A MRST-based module for wellbore profiling and graphical analysis of flow units
Oliveira, Gustavo P., Rodrigues, Thiago NE, Lie, Knut-Andreas
Advances in Geo-Energy Research
2022
Model-Based Life-Cycle Optimization for Field Development and Management Integrated with Production Facilities
Schiozer, Denis J., Santos, Susana M., Santos, Antonio Alberto S., von Hohendorff Filho, João C.
2022
Evaluation of unsupervised machine learning frameworks to select representative geological realizations for uncertainty quantification
Mahjour, Seyed Kourosh, da Silva, Luís Otávio Mendes, Meira, Luis Augusto Angelotti, Coelho, Guilherme Palermo, dos Santos, Antonio Alberto de Souza, Schiozer, Denis José
Journal of Petroleum Science and Engineering
2022
Application of machine learning techniques for modeling of relative permeability in engineered water injection in carbonate reservoirs.
Reginato, Leonardo Fonseca
Thesis
2022
Iterative sequential robust optimization of quantity and location of wells in field development under subsurface, operational and economic uncertainty
Mirzaei-Paiaman, Abouzar, Santos, Susana MG, Schiozer, Denis J.
Journal of Petroleum Science and Engineering
2022
Application of Artificial Intelligence to Upscale High-Fidelity Models Considering Fluids Profiles
Scanavini, Helena FA, Santos, Anderson, Pedrini, Helio, Schiozer, Denis José, Munerato, Fernando P., Barreto, Carlos Eduardo AG
2022
TunaOil: A tuning algorithm strategy for reservoir simulation workloads
Portella, Felipe, Buchaca, David, Rodrigues, José Roberto, Berral, Josep Ll
Journal of Computational Science
2022
Construction of Single-Porosity and Single-Permeability Models as Low-Fidelity Alternative to Represent Fractured Carbonate Reservoirs Subject to WAG-CO2 Injection Under Uncertainty
Menezes, Davi Eber Sanches de, Santos, Susana Margarida da Graça, Santos, Antonio Alberto de Souza dos, Hohendorff Filho, João Carlos von, Schiozer, Denis José
2022
An artificial intelligence method for improving upscaling in complex reservoirs
Santos, Anderson, Scanavini, Helena FA, Pedrini, Helio, Schiozer, Denis José, Munerato, Fernando Perin, Barreto, Carlos EAG
Journal of Petroleum Science and Engineering
2022
Impact of integration of the production systems and reservoir of a benchmark based on carbonate fields
Victorino, I. R. S., Hohendorff Filho, J. C. V., Castro, M. S., Schiozer, D. J.
Journal of Energy Resources Technology
2022
Optimization of ionic concentrations in engineered water injection in carbonate reservoir through ANN and FGA
Reginato, Leonardo Fonseca, Pedroni, Lucas Gomes, Compan, André Luiz Martins, Skinner, Rodrigo, Sampaio, Marcio Augusto
Oil & Gas Science and Technology–Revue d’IFP Energies nouvelles
2021
Well and ICV management in a carbonate reservoir with high gas content
Botechia, Vinicius E., de Lemos, Randerson Araújo, von Hohendorff Filho, João Carlos, Schiozer, Denis J.
Journal of Petroleum Science and Engineering
2021
Multi-objective Optimization of CO2 Recycling Operations for CCUS in a Brazilian Pre-Salt Benchmark Model
Rodrigues, Hydra, Mackay, Eric, Arnold, Daniel
Available at SSRN 3811515
2021
Scenario Reduction of Realizations Using Fast Marching Method in Robust Well Placement Optimization of Injectors
Yousefzadeh, Reza, Sharifi, Mohammad, Rafiei, Yousef, Ahmadi, Mohammad
Natural Resources Research
2021
A review on closed-loop field development and management
Mirzaei-Paiaman, Abouzar, Santos, Susana MG, Schiozer, Denis J.
Journal of Petroleum Science and Engineering
2021
Selection of Representative Scenarios Using Multiple Simulation Outputs for Robust Well Placement Optimization in Greenfields
Mahjour, Seyed Kourosh, Santos, Antonio Alberto Souza, Santos, Susana Margarida da Graca, Schiozer, Denis Jose
2021
A visual analytics approach to anomaly detection in hydrocarbon reservoir time series data
Soriano-Vargas, Aurea, Werneck, Rafael, Moura, Renato, Júnior, Pedro Mendes, Prates, Raphael, Castro, Manuel, Gonçalves, Maiara, Hossain, Manzur, Zampieri, Marcelo, Ferreira, Alexandre
Journal of Petroleum Science and Engineering
2021
Scenario reduction methodologies under uncertainties for reservoir development purposes: distance-based clustering and metaheuristic algorithm
Mahjour, Seyed Kourosh, Santos, Antonio Alberto Souza, Correia, Manuel Gomes, Schiozer, Denis José
Journal of Petroleum Exploration and Production Technology
2021
Developing a workflow to select representative reservoir models combining distance-based clustering and data assimilation for decision making process
Mahjour, Seyed Kourosh, Santos, Antonio Alberto Souza, Correia, Manuel Gomes, Schiozer, Denis José
Journal of Petroleum Science and Engineering
2020
Influence of well management in the development of multiple reservoir sharing production facilities
von Hohendorff Filho, João Carlos, Schiozer, Denis José
Oil & Gas Science and Technology–Revue d’IFP Energies nouvelles
2020
Using an Integrated Multidimensional Scaling and Clustering Method to Reduce the Number of Scenarios Based on Flow-Unit Models Under Geological Uncertainties
Mahjour, Seyed Kourosh, Correia, Manuel Gomes, Santos, Antonio Alberto de Souza dos, Schiozer, Denis José
Journal of Energy Resources Technology
2020
Efficient workflow for optimizing intelligent well completion using production parameters in real-time
da Cruz Schaefer, Bruno, Sampaio, Marcio Augusto
Oil & Gas Science and Technology–Revue d’IFP Energies nouvelles
2020
Selecting Representative Models for Ensemble-Based Production Optimization in Carbonate Reservoirs with Intelligent Wells and WAG Injection
Santos, S. M. G., Santos, A. A. S., Schiozer, D. J.
2020
An experimental study on volumetric visualization of black oil reservoir models
Campagnolo, Leonardo Quatrin, Celes, Waldemar
Computers & Graphics
2020
Two-stage scenario reduction process for an efficient robust optimization
Mahjour, S. K., Dos Santos, AADS, Correia, M. G., Schiozer, D. J.
2020
Using Synthetic Production Data from an Open Source Carbonate Reservoir Model to Improve our Understanding of Flow Behaviour
Gomes, Jorge Costa, Geiger, Sebastian, Arnold, Daniel
2020
Improving representativeness in a scenario reduction process to aid decision making in petroleum fields
Meira, Luis AA, Coelho, Guilherme P., da Silva, Celmar G., Abreu, João LA, Santos, Antonio AS, Schiozer, Denis J.
Journal of Petroleum Science and Engineering
2020
A Hierarchical Carbonate Reservoir Benchmarking Case Study For Reservoir Characterisation, Uncertainty Quantification & History Matching
Gomes, J Costa, Geiger, Sebastian, Arnold, Daniel
2019
Analysis of the production of a pre-salt-based carbonate reservoir through integrated simulation of reservoir and production system
Victorino, Igor Ricardo De Souza, Filho, João Carlos Von Hohendorff, Castro, Marcelo Souza De, Schiozer, Denis José
International Journal of Petroleum Engineering
2019
How to assess your Smart Delivery System?
Meira, Luis AA, Martins, Paulo S, Menzori, Mauro, Zeni, Guilherme A
Smart Delivery Systems: Solving Complex Vehicle Routing Problems
2019
An Open Access Carbonate Reservoir Benchmarking Study for Reservoir Characterisation, Uncertainty Quantification & History Matching
Costa Gomes, Jorge, Geiger, Sebastian, P Arnold, Daniel, others
2019
Optimization of CO-WAG and Calcite Scale Management in Pre-Salt Carbonate Reservoirs
Rodrigues, Hydra, Mackay, Eric, Arnold, Daniel, Silva, Duarte, others
2019
Developing a workflow to represent fractured carbonate reservoirs for simulation models under uncertainties based on flow unit concept
Mahjour, Seyed Kourosh, Correia, Manuel Gomes, dos Santos, Antonio Alberto de Souza, Schiozer, Denis José
Oil & Gas Science and Technology-Rev. IFP Energies nouvelles
2019
Gerenciamento integrado de múltiplos reservatórios sujeitos a restrições operacionais e de escoamento
Gramorelli, Fernanda, others
2019
Visualization of Ensembles of Oil Reservoir Models Based on Pixelization, Small Multiples and Reservoir Similarities
Silva, Celmar Guimarães da, Santos, Antonio Alberto Souza, Schiozer, Denis José, others
2019
A new parameterization method for data assimilation and uncertainty assessment for complex carbonate reservoir models based on cumulative distribution function
Maschio, Célio, Schiozer, Denis José
Journal of Petroleum Science and Engineering
2019
Multiscale approach to construct a carbonate reservoir model with Karstic features and Brazilian pre-salt trends using numerical simulation: Abordagem multi-escalar para a construção de um modelo de reservatorio carbonatico com feições cársticas e tendências do pré-sal brasileiro usando simulação numérica
Plata Chaves, Josue Mauricio
2018
Flow simulation using local grid refinements to model laminated reservoirs
Correia, Manuel Gomes, Maschio, Célio, Schiozer, Denis José
Oil & Gas Sciences and Technology–Revue d’IFP Energies nouvelles
2018
An integrated workflow to combine static and dynamic uncertainties in reservoir simulation models
Correia, M. G., Schiozer, D. J.
2018
Scaling Up Highly Permeable Thin Layers Into Flow Simulation
Correia, Manuel Gomes, Schiozer, Denis José
SPE Reservoir Evaluation & Engineering
2018
Integrated Production Strategy Optimization Based On Iterative Discrete Latin Hypercube
Hohendorff Filho, J. C., Schiozer, D. J.
2018
Modelagem e simulação de injeção de água de baixa salinidade em reservatório carbonático do pré-sal
Reginato, Leonardo Fonseca, Ranazzi, Paulo Henrique, Santos, Dheiver Francisco, Pinto, Marcio Augusto Sampaio
Anais
2018
Catalisadores para a conversão de glicerol a ácido acrílico em um e dois leitos
Bezerra, Franciel Aureliano
2018
Integration of Highly Permeable Thin Layers Into Flow Simulation
Correia, Manuel Gomes, Schiozer, Denis José
2017
Multi-objective vehicle routing problem applied to large scale post office deliveries
Meira, Luis AA, Martins, Paulo S., Menzori, Mauro, Zeni, Guilherme A.
arXiv preprint arXiv:1801.00712
2017
RMFinder 2.0: An improved interactive multi-criteria scenario reduction methodology
Meira, L. A., Coelho, G. P., Silva, C. G., Schiozer, D. J., Santos, A. S.
2017
Vrpbench: A vehicle routing benchmark tool
Zeni, Guilherme A., Menzori, Mauro, Martins, Paulo S., Meira, Luis AA
arXiv preprint arXiv:1610.05402
2016
UNISIM-II-D: Benchmark case proposal based on a carbonate reservoir
Correia, M., Hohendorff, J., Gaspar, ATF da S., Schiozer, D.
2015
Case Study for Field Development and Management-Selection of Production Strategy based on UNISIM-II
Santos, Antonio Alberto Souza, da Silva Gaspar, Ana Teresa Ferreira, von Hohendorff Filho, João Carlos, Correia, Manuel Gomes, da Graça Santos, Susana Margarida, Schiozer, Denis José
Case Study for Field History Matching and Uncertainties Reduction based on UNISIM-II
Maschio, Célio, Santos, Antonio Alberto Souza, Correia, Manuel Gomes, Schiozer, Denis José
Parametrization Based on Reservoir Production Data to Accelerate the Optimization of Co2-Miscible Water-Alternating-Gas Injection in Carbonate Reservoir
Santos, Daniel Rodrigues dos, Fioravanti, André Ricardo, Botechia, Vinicius Eduardo, Schiozer, Denis José
Available at SSRN 4278672
9º CONGRESSO BRASILEIRO DE PESQUISA E DESENVOLVIMENTO EM PETRÓLEO E GÁS
Mahjour, Seyed Kourosh, Correia, Manuel Gomes, dos Santos, Antonio Alberto de Souza, José, Denis
USING REORDERABLE MATRICES TO COMPARE RISK CURVES OF REPRESENTATIVE MODELS IN OIL RESERVOIR DEVELOPMENT AND MANAGEMENT ACTIVITIES
da Silva, Celmar Guimarães, Meira, Luis Augusto Angelotti, Santos, Antonio Alberto S., Schiozer, Denis José
ANÁLISE DE RECUPERAÇÃO AVANÇADA DE PETRÓLEO POR MEIO DE SIMULAÇÃO COMPUTACIONAL NO CASO UNISIM-II-H UTILIZANDO INJEÇÃO MISCÍVEL DE CO2
Santos, Ana Paula Pereira, Couto, Paulo
Avaliação do efeito da variação de dimensionalidade na seleção de realizações geoestatísticas representativas para quantificação de risco, usando o método de Análise de Componente Principal
Rodrigues, Henrique Hungari, da Silva, Luís Otávio Mendes, da Graça Santos, Susana Margarida, Schiozer, Denis José
USING REORDERABLE HEATMAPS AS A SUPPORT FOR DATA ASSIMILATION IN PETROLEUM RESERVOIR MANAGEMENT AND DEVELOPMENT PROCESSES
Turato, Gabriel Paulo, de Oliveira, João Gabriel Nogueira Duarte, Santos, Antonio Alberto S., Schiozer, Denis José, da Silva, Celmar Guimarães
Upscaling procedure applied to the Benchmark model UNISIM-II
Pires, Ana Lúcia, Soares, Amílcar de Oliveira, Correia, Manuel Gomes
WELL REPRESENTATION IN SIMULATION MODELS OF NATURALLY FRACTURED RESERVOIRS CONSIDERING THE IMPACT OF DFN UPSCALING
DE OLIVEIRA, ISABELA MAGALHÃES