UNISIM-I: Benchmark Case

UNISIM-I is the first model created by UNISIM-CEPETRO-Unicamp. The purpose of this model is to provide a dataset to be used to compare methodologies and performance of different techniques, simulators, algorithms, among others.
- UNISIM-I-R: Model Description
- UNISIM-I-D: Case Study for Selection of Production Strategy
- UNISIM-I-H: Case Study for History Matching
- UNISIM-I-M: Benchmark Case for Oil Reservoir Management
UNISIM-I Update
Section with uiq : Updated Information and Questions
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UNISIM-I Publications
MoreMixed-integer programming formulations for the optimisation of multi-directional petroleum exploration
Coutinho, Walton P., Fernandes, Clarissa PB, Machado, Thiago J., dos Santos, Moisés D., Fernandes, Manoel P.
Proceeding Series of the Brazilian Society of Computational and Applied Mathematics
Comparison of structured and unstructured formulations for compositional reservoir simulation
Farias, Marcelo Menezes
Optimal path planning for directional wells across flow units’ many-targets
Fernandes, C. P. B., Coutinho, W. P., Silva, J. W. L., Santos, M. D., Oliveira, G. P.
Journal of Petroleum Exploration and Production Technology
A high-performance computing applied to composition reservoir simulation using distributed memory and 3D hybrid unstructured grids
Lima, Ivens Da Costa Menezes, Moreira-Netto, Anthonio Nunes, Cavalcante-Neto, Joaquim Bento, Sepehrnoori, Kamy, Marcondes, Francisco
Journal of the Brazilian Society of Mechanical Sciences and Engineering
A benchmark generator for scenario-based discrete optimization
De Moraes, Matheus Bernardelli, Coelho, Guilherme Palermo
Computational Optimization and Applications
Practical Considerations in the Application of Ensemble Smoother for Assimilating Production and 4D Seismic Data
Emerick, A.
ECMOR 2024
Productivity Index Map: A New Proposal as Production Potential Sweet Spots
dos Santos Martins, Luciano
A survey on multi-objective, model-based, oil and gas field development optimization: Current status and future directions
Rostamian, Auref, de Moraes, Matheus Bernardelli, Schiozer, Denis José, Coelho, Guilherme Palermo
Petroleum Science
Retrograde Condensation in Gas Reservoirs from Microporous to Field-Scale Simulation
Canova, Manoela Dutra, Barbosa Machado, Marcos Vitor, Carvalho, Marcio da Silveira
Gases
A paradigm shift of HPC for geosciences: a novel HPC service model for geosciences applications
Albuquerque Portella, Felipe
A sensitivity analysis of the impact of shut-in water cut of reactive control on net present value of waterflooding under reservoir uncertainty
Freitas, Vinícius Rafael De, Neto, Emanuel Pereira Barroso, Sánchez, William Humberto Cuéllar, Fortaleza, Eugênio Libório Feitosa, Schveitzer, Ari, Gonzalez, Marcelo
Computational Geosciences
Generalized functionals for qualification of geological carbon storage injection sites
Silva, José Wilker de Lima, Santos, M. D., Oliveira, G. P.
International Journal of Greenhouse Gas Control
Assessment of the uncertainties' impact of relative permeability curves on mature field oil production: a case study in unisim-ih
de Lima Felix, Lucas, da Silva, Thatianne de Araujo Lins, Dias, Caroline Henrique, Eler, Felipe Moreira, Couto, Paulo
Determination of Sequential Well Placements Using a Multi-Modal Convolutional Neural Network Integrated with Evolutionary Optimization
Kwon, Seoyoon, Ji, Minsoo, Kim, Min, Leung, Juliana Y., Min, Baehyun
Mathematics
Unveiling Valuable Geomechanical Monitoring Insights: Exploring Ground Deformation in Geological Carbon Storage
Seabra, Gabriel Serrão, Barbosa Machado, Marcos Vitor, Delshad, Mojdeh, Sepehrnoori, Kamy, Voskov, Denis, Vossepoel, Femke C.
Applied Sciences
Calculation of Crude Oil Processes Using Simplified Model Mixture
Krzywda, Roman, Gierycz, Paweł, Makowski, Łukasz, Poświata, Artur
Energies
Evaluating the impact of 4D seismic data artefacts in data assimilation
Rosa, Daiane Rossi, Schiozer, Denis Jose, Davolio, Alessandra
Petroleum Geoscience
Reducing the Geological Uncertainty by History Matching
Yousefzadeh, Reza, Kazemi, Alireza, Ahmadi, Mohammad, Gholinezhad, Jebraeel
Introduction to Geological Uncertainty Management in Reservoir Characterization and Optimization: Robust Optimization and History Matching
Evaluating the impact of 4D seismic data artifacts in data assimilation
Rosa, Daiane Rossi, Schiozer, Denis Jose, Davolio, Alessandra
Petroleum Geoscience
Fast Well Control Optimization with Two-Stage Proxy Modeling
Ng, Cuthbert Shang Wui, Jahanbani Ghahfarokhi, Ashkan, Wiranda, Wilson
Energies
Simulação de processos catalíticos para a produção de biodiesel sem glicerol-uma análise técnica, econômica e energética
Julio, Priscila Marques
Interwell simulation model for the advection dispersion equation
Jamal, Mohammad S., Awotunde, Abeeb A., Al-Kobaisi, Mohammed S., Al-Yousef, Hasan Y., Sadeed, Ahmed, Patil, Shirish
Computers & Geosciences
Selection of a Dimensionality Reduction Method: An Application to Deal with High-Dimensional Geostatistical Realizations in Oil Reservoirs
Da Silva, Luciana Maria, Ferreira, Leandro Mendes, Avansi, Guilherme Daniel, Schiozer, Denis José, Alves-Souza, Solange Nice
SPE Reservoir Evaluation & Engineering
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
Multilevel assimilation of inverted seismic data
Nezhadali, Mohammad
A parallel viscoplastic multiscale reservoir geomechanics simulator
de Figueiredo, Mateus O., de Sousa Junior, Luis Carlos, Rodrigues, Jose RP, dos Santos, Leandro B., Gasparini, Leonardo S., do Amaral, Ricardo F., de Moraes, Rafael J.
Upstream Oil and Gas Technology
Análise viabilidade econômica de projetos em engenharia submarina utilizando risers rígidos ou flexíveis no campo de Paru-Alagoas
Barros, Erivelton Williams Silva
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
Investigation on the production data frequency for assimilation with ensemble smoother
Emerick, Alexandre A., Neto, Gilson Moura Silva
Geoenergy Science and Engineering
Optimizing Well Control Strategies with IDLHC-MLR: A Machine Learning Approach to Address Geological Uncertainties and Reduce Simulations
Santos, D. R., Fioravanti, A. R., Botechia, V. E., Schiozer, D. J.
Reservoir Simulation in the Cloud
Portella, Felipe Albuquerque, De Souza, Fabio Moreira
High Performance Computing in Clouds
Improving pseudo-optimal Kalman-gain localization using the random shuffle method
Ranazzi, Paulo Henrique, Luo, Xiaodong, Sampaio, Marcio Augusto
Journal of Petroleum Science and Engineering
Substituting petro-elastic model with a new proxy to assimilate time-lapse seismic data considering model errors
Danaei, Shahram, Neto, Gilson M. Silva, Schiozer, Denis J., Davolio, Alessandra
Journal of Petroleum Science and Engineering
A diversity preservation method for expensive multi-objective combinatorial optimization problems using Novel-First Tabu Search and MOEA/D
de Moraes, Matheus Bernardelli, Coelho, Guilherme Palermo
Expert Systems with Applications
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.
Chance of Success of a 4D Seismic Project for a Producing Oil Field Considering Imperfect Information
Gaspar, A. T., Santos, S., Botechia, V., Davolio, A., Schiozer, D.
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
Estimation of the chance of success of a four-dimensional seismic project for a developed oil field
Gaspar, ATFS, Santos, S. M. G., Ferreira, C. J., Davolio, A., Schiozer, D. J.
Computational Geosciences
Application of Extreme Learning Machine to Reservoir Proxy Modeling
Alguliyev, Rasim, Imamverdiyev, Yadigar, Sukhostat, Lyudmila
Environmental Modeling & Assessment
A three-way convolutional network to compare 4D seismic data and reservoir simulation models in different domains
Rollmann, Klaus, Soriano-Vargas, Aurea, Cirne, Marcos, Davolio, Alessandra, Schiozer, Denis José, Rocha, Anderson
Journal of Petroleum Science and Engineering
Towards Application of Multilevel Data Assimilation in Realistic Reservoir History-Matching Problems
Nezhadali, M., Bhakta, T., Fossum, K., Mannseth, T.
TunaOil: A tuning algorithm strategy for reservoir simulation workloads
Portella, Felipe, Buchaca, David, Rodrigues, José Roberto, Berral, Josep Ll
Journal of Computational Science
The Use of Mathematical Programming to Determine Optimal Production and Drilling Schedule in an Offshore Oil Field, A Case Study From the Barents Sea
Lei, Guowen, Stanko, Milan, Silva, Thiago Lima, Widerøe, Tom, Skogvang, Arnljot
Production simulations based on a productivity potential proxy function: An application to UNISIM-ID and PUNQ-S3 synthetic reservoirs
Roque, Waldir L., Araújo, Cristina P.
Journal of Petroleum Exploration and Production
Operator-Based Linearization Approach for Modeling of Multiphase Flow with Buoyancy and Capillarity
Lyu, Xiaocong, Khait, Mark, Voskov, Denis
SPE Journal
Subspace Ensemble Randomized Maximum Likelihood with Local Analysis for Time-Lapse-Seismic-Data Assimilation
Silva Neto, Gilson Moura, Soares, Ricardo Vasconcellos, Evensen, Geir, Davolio, Alessandra, Schiozer, Denis José
SPE Journal
Information, robustness, and flexibility to manage uncertainties in petroleum field development
Santos, Susana MG, Gaspar, Ana TFS, Schiozer, Denis J.
Journal of Petroleum Science and Engineering
Convolutional Neural Network Formulation to Compare 4-D Seismic and Reservoir Simulation Models
Rollmann, Klaus, Soriano-Vargas, Aurea, Almeida, Forlan, Davolio, Alessandra, Schiozer, Denis José, Rocha, Anderson
IEEE Transactions on Systems, Man, and Cybernetics: Systems
Well placement subclustering within partially oil-saturated flow units
Oliveira, G. P., Santos, M. D., Roemers-Oliveira, E.
Journal of Petroleum Science and Engineering
Application of risk-informed closed-loop field development workflow to elucidate the evolution of uncertainties
Loomba, Ashish Kumar, Botechia, Vinicius Eduardo, Schiozer, Denis José
Journal of Petroleum Science and Engineering
Assimilating time-lapse seismic data in the presence of significant spatially correlated model errors
Neto, Gilson M. Silva, Davolio, Alessandra, Schiozer, Denis J.
Journal of Petroleum Science and Engineering
A review on closed-loop field development and management
Mirzaei-Paiaman, Abouzar, Santos, Susana MG, Schiozer, Denis J.
Journal of Petroleum Science and Engineering
Previsão de produção de óleo em unidades de fluxo hidráulico com rede neural perceptron de múltiplas camadas
Melo Neto, Edvaldo Francisco de
Cumulative oil production in flow unit-crossing wells estimated by multilayer perceptron networks
Neto, Edvaldo FM, Oliveira, Gustavo P., Magalhães, Rafael M., Batista, Leonardo V., Cabral, Lucídio AF, Santos, Moisés D.
Journal of Petroleum Exploration and Production Technology
A learning-from-data approach with soft clustering and path relinking to the history-matching problem
Cavalcante, Cristina CB, de Souza, Cid C., Maschio, Célio, Schiozer, Denis, Rocha, Anderson
Journal of Petroleum Exploration and Production Technology
Interwell Simulation Model for the Advection Dispersion Equation (ISADE)
Jamal, Mohammad S., Awotunde, Abeeb A., Al-Kobaisi, Mohammed S., Al-Yousef, Hasan Y., Sadeed, Ahmed, Patil, Shirish
arXiv preprint arXiv:2111.13262
A multiscale mixed finite element method applied to the simulation of two-phase flows
Duran, Omar, Devloo, Philippe RB, Gomes, Sônia M., Villegas, Jose
Computer Methods in Applied Mechanics and Engineering
Methodology for data assimilation in reservoir and production system to improve short-and medium-term forecast
Maschio, Célio, von Hohendorff Filho, João Carlos, Schiozer, Denis José
Journal of Petroleum Science and Engineering
The Effect of Dynamic Data Adjustments in Production System Simulation Models on Oil Production Forecasting Applied To Reservoir Simulation Models
Lopes, Marcelo, Von Hohendorff Filho, Joao Carlos, Schiozer, Denis Jose
Journal of Petroleum Science and Technology
Investigation of Well Control Parameterization with Reduced Number of Variables Under Reservoir Uncertainties
Santos, Daniel Rodrigues, Fioravanti, André Ricardo, Santos, Antonio Alberto Souza, Schiozer, Denis José
Assessing the influence of key parameters on an iterative ensemble-based method
Soares, Ricardo Vasconcellos, Maschio, Célio, Schiozer, Denis José
International Journal of Oil, Gas and Coal Technology
A stochastic learning-from-data approach to the history-matching problem
Cavalcante, Cristina CB, Maschio, Célio, Schiozer, Denis, Rocha, Anderson
Engineering Applications of Artificial Intelligence
Practical workflow to improve numerical performance in time-consuming reservoir simulation models using submodels and shorter period of time
Rios, V. S., Avansi, G. D., Schiozer, D. J.
Journal of Petroleum Science and Engineering
Data-space inversion with ensemble smoother
Lima, Mateus M, Emerick, Alexandre A, Ortiz, Carlos EP
Computational Geosciences
Otimização robusta do controle de poços de reservatórios de petróleo utilizando modelo substituto
PINTO, Jefferson Wellano Oliveira
Multiphase flow mobility impact on oil reservoir recovery: An open-source simulation
Britto, AF, Vivas, CS, Almeida, MP, da Cunha Lima, IC, da Cunha Lima, AT
AIP Advances
Reducing uncertainties of reservoir properties in an automatized process coupled with geological modeling considering scalar and spatial uncertain attributes
Almeida, Forlan, Davolio, Alessandra, Schiozer, Denis José
Journal of Petroleum Science and Engineering
Constrained clustering approaches to identify hydraulic flow units in petroleum reservoirs
Oliveira, GP, Santos, MD, Roque, WL
Journal of Petroleum Science and Engineering
3D seismic data assimilation to reduce uncertainties in reservoir simulation considering model errors
Neto, Gilson M Silva, Davolio, Alessandra, Schiozer, Denis J
Journal of Petroleum Science and Engineering
A Machine Learning Approach to Reduce the Number of Simulations for Long-Term Well Control Optimization
Santos, Daniel Rodrigues dos, Fioravanti, André Ricardo, Santos, Antonio Alberto de Souza dos, Schiozer, Denis José
Influence of Representative Models in the Expected Value of Information Applied to Petroleum Fields Development
Santos, Letícia Siqueira dos, Santos, Susana Margarida da Graça, Santos, Antonio Alberto de Souza dos, Schiozer, Denis José, Silva, Luis Otávio Mendes da
Comparing different approaches of time-lapse seismic inversion
Rosa, Daiane R., Santos, Juliana MC, Souza, Rafael M., Grana, Dario, Schiozer, Denis J., Davolio, Alessandra, Wang, Yanghua
Journal of Geophysics and Engineering
Leveraging Phylogenetic Trees to Assess Variability of Reservoir Models
Soriano-Vargas, Aurea, Rollmann, Klaus, La Rosa Almeida, Forlan, Davolio, Alessandra, Hamann, Bernd, José Schiozer, Denis, Rocha, Anderson
Low Salinity Water Injection Optimization in the Namorado Field Using Compositional Simulation and Artificial Intelligence
Mercado Sierra, Diana, Alvarez Rojas, Argenis, Salazar Araque, Victor
Bottom-Up Analysis to Unravel Potential Problems and Emphasize the Impact of Individual Steps in Closed-Loop Field Development
Loomba, Ashish Kumar, Botechia, Vinicius Eduardo, Schiozer, Denis José
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
Análise da Viabilidade Financeira de um Projeto de Desenvolvimento de um Campo de Petróleo
Ferreira, Pedro França, de Almeida Duque, Maria Clara Machado
Boletim do Gerenciamento
Using petro-elastic proxy model to integrate 4D seismic in ensemble based data assimilation
Danaei, Shahram, Neto, Gilson M. Silva, Schiozer, Denis J., Davolio, Alessandra
Journal of petroleum science and engineering
A synthetic case study of measuring the misfit between 4D seismic data and numerical reservoir simulation models through the Momenta Tree
Soriano-Vargas, Aurea, Rollmann, Klaus, Almeida, Forlan, Davolio, Alessandra, Hamann, Bernd, Schiozer, Denis J., Rocha, Anderson
Computers & Geosciences
Systematic Uncertainty Reduction for Petroleum Reservoirs Combining Reservoir Simulation and Bayesian Emulation Techniques
Nandi Formentin, Helena, Vernon, Ian, Avansi, Guilherme Daniel, Caiado, Camila, Maschio, Celio, Goldstein, Michael, Schiozer, Denis Jose, others
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
A comparison of machine learning algorithms as surrogate model for net present value prediction from wells arrangement data
Junior, João Roberto Bertini, Funcia, Mei Abe, Santos, Antonio Alberto S, Schiozer, Denis J
Model-based decision analysis applied to petroleum field development and management
Schiozer, Denis José, dos Santos, Antonio Alberto de Souza, de Graça Santos, Susana Margarida, von Hohendorff Filho, João Carlos
Oil & Gas Science and Technology–Revue d’IFP Energies nouvelles
Influence of the Kalman gain localization in adaptive ensemble smoother history matching
Ranazzi, Paulo Henrique, Sampaio, Marcio Augusto
Journal of Petroleum Science and Engineering
A Proper Data Comparison for Seismic History Matching Processes
Davolio, Alessandra, Schiozer, Denis José, others
Analysis of main parameters in adaptive ES-MDA history matching.
Ranazzi, Paulo Henrique
Gaining more understanding about reservoir behavior through assimilation of breakthrough time and productivity deviation in the history matching process
Formentin, Helena Nandi, la Rosa Almeida, Forlan, Avansi, Guilherme Daniel, Maschio, Célio, Schiozer, Denis J, Caiado, Camila, Vernon, Ian, Goldstein, Michael
Journal of Petroleum Science and Engineering
Machine learning models to support reservoir production optimization
Teixeira, Alex F, Secchi, Argimiro R
IFAC-PapersOnLine
Study case for history matching and uncertainties reduction based on UNISIM-I field
Maschio, Célio, Avansi, Guilherme, Schiozer, DJ, Santos, Alberto
Integration of geostatistical realizations in data assimilation and reduction of uncertainty process using genetic algorithm combined with multi-start simulated annealing
Maschio, Célio, Schiozer, Denis José
Oil & Gas Science and Technology–Revue d’IFP Energies nouvelles
Numerical tuning in reservoir simulation: It is worth the effort in practical petroleum applications
Avansi, G, Rios, V, Schiozer, D
Journal of the Brazilian Society of Mechanical Sciences and Engineering
Robust optimization formulations for waterflooding management under geological uncertainties
Pinto, Jefferson Wellano Oliveira, Afonso, Silvana Maria Bastos, Willmersdorf, Ramiro Brito
Journal of the Brazilian Society of Mechanical Sciences and Engineering
EVALUATING THE IMPACT OF PETROPHYSICAL IMAGES PARAMETERIZATION IN DATA ASSIMILATION FOR UNCERTAINTY REDUCTION
Soares, RV, Formentin, HN, Maschio, C, Schiozer, DJ
Brazilian Journal of Petroleum and Gas
4D Seismic Bandwidth and Resolution Analysis for Reservoir Fluidflow Model Applications
Souza, Rafael, Lumley, David, Shragge, Jeffrey, Davolio, Alessandra, Schiozer, Denis
ASEG Extended Abstracts
A novel localization scheme for scalar uncertainties in ensemble-based data assimilation methods
Soares, Ricardo Vasconcellos, Maschio, Célio, Schiozer, Denis José
Journal of Petroleum Exploration and Production Technology
Analysis of geometric selection of the data-error covariance inflation for ES-MDA
Emerick, Alexandre A
Journal of Petroleum Science and Engineering
A continuous learning algorithm for history matching
Cavalcante, Cristina CB, Maschio, Célio, Santos, Antonio Alberto S, Schiozer, Denis, Rocha, Anderson
Engineering Applications of Artificial Intelligence
POLYMER APPARENT VISCOSITY DEPENDENCE ON INACCESSIBLE PORE VOLUME: LABORATORY AND FIELD STUDIES OF ITS INFLUENCE ON ENHANCED OIL RECOVERY
Ferreira, VHS, Moreno, RBZL
Brazilian Journal of Petroleum and Gas
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
Managing reservoir uncertainty in petroleum field development: Defining a flexible production strategy from a set of rigid candidate strategies
Santos, Susana MG, Gaspar, Ana TFS, Schiozer, Denis J.
Journal of Petroleum Science and Engineering
Analysis of Time-Lapse Seismic and Production Data for Reservoir Model Classification and Assessment
de Souza, Rafael Medeiros, Lumley, David, Shragge, Jeffrey, Davolio, Alessandra, Schiozer, Denis Jose
Journal of Geophysics and Engineering
Deterministic ensemble smoother with multiple data assimilation as an alternative for history-matching seismic data
Emerick, Alexandre A.
Computational Geosciences
Analysis of Time-Lapse Seismic and Production Data for Systematic Reservoir Model Classification and Assessment
Souza, Rafael, Lumley, David, Shragge, Jeffrey, Davolio, Alessandra, Schiozer, Denis
ASEG Extended Abstracts
Dynamic Uncertainties Appraisal throughout a Development Project, Applying PRMS Indicators of Resource and Reserves Categorization
Nascimento, J. H., Santos, A. A. S., Schiozer, D. J.
Modelagem geoestatística de fácies e porosidade para o Campo de Peregrino, Bacia de Campos-RJ, Brasil
Cunha, Oton Rúbio
A new approach with multiple realizations for image perturbation using co-simulation and probability perturbation method
Oliveira, Gonçalo Soares, Maschio, Célio, Schiozer, Denis José
Oil & Gas Science and Technology–Revue d’IFP Energies nouvelles
Oscillation Mitigation in Subsurface and Surface Couplings Using PID Controllers
Gurjao, K. G. R., Gildin, E., Schiozer, D., Hohendorff, J. C.
Oscillation mitigation in subsurface and surface couplings using PID controllers: Redução da oscilação em acoplamentos entre sistemas de subsuperfície e superfície utilizando controladores PID
Gurjão, Kíldare George Ramos
Visual interactive support for selecting scenarios from time-series ensembles
Schardong, Guilherme G., Rodrigues, Ariane MB, Barbosa, Simone DJ, Lopes, Hélio
Decision Support Systems
Investigation of production forecast biases of simulation models in a benchmark case
Botechia, Vinicius Eduardo, da Silva Gaspar, Ana Teresa Ferreira, Avansi, Guilherme Daniel, Davolio, Alessandra, Schiozer, Denis José
Oil & Gas Sciences and Technology–Revue d’IFP Energies nouvelles
Optimization of the Water Alternating Gas Injection Strategy in an Oil Reservoir Using Evolutionary Algorithms
Ferreira, Tiago Paulinelli, Almeida, Luciana Faletti, Lazo, Juan Guillermo Lazo
Grafos Conexos e Centralidade de Intermediação: Uma Aplicação à Modelagem de Poços Multilaterais em Reservatórios Petrolíferos
Oliveira, Gustavo Charles, Roque, Waldir L., Santos, Moisés D., Magalhães, Rafael M.
Comunicações em Informática
Influence of Additional Objective Functions on Uncertainty Reduction and History Matching
La Rosa Almeida, Forlan, Nandi Formentin, Helena, Maschio, Célio, Davolio, Alessandra, José Schiozer, Denis
UM ESTUDO COMPARATIVO ENTRE ÍNDICES DE OPORTUNIDADE PARA SIMULAÇÃO DE RESERVATÓRIOS NA ALOCAÇÃO DE POÇOS DIRECIONAIS
Borges, Davi Dezerto Ribeiro
A new methodology for history matching combining iterative discrete Latin Hypercube with multi-start simulated annealing
Maschio, Célio, Schiozer, Denis José
Journal of Petroleum Science and Engineering
Automated Optimization of Well Placement via Adaptive Space-Filling Surrogate Modelling and Evolutionary Algorithm
Redouane, Kheireddine, Zeraibi, Nourddine, Nait Amar, Menad
CORRECTING INFLOW PERFORMANCE RELATIONSHIP CURVES FOR EXPLICITLY COUPLING RESERVOIR SIMULATIONS AND PRODUCTION SYSTEMS SIMULATIONS
von Hohendorff Filho, João Carlos, Schiozer, Denis José
Journal of Energy Resources Technology
Use of an Iterative Ensemble Smoother Methodology in a History Matching and Uncertainties Assessment Process
Vasconcellos Soares, Ricardo, Schiozer, Denis J.
Dimensionality reduction for production optimization using polynomial approximations
Sorek, Nadav, Gildin, Eduardo, Boukouvala, Fani, Beykal, Burcu, Floudas, Christodoulos A.
Computational Geosciences
Methodology to Estimate the Economic Impact of Intelligent Wells Considering Reservoir Uncertainties
Morais, V. L. R. S., Fioravanti, A. R., Schiozer, D. J.
SPE Reservoir Simulation Conference
Influência das variáveis de controle de poços durante o desenvolvimento de campos de petróleo sob incertezas
Santos, Daniel Rodrigues dos
History matching through dynamic decision-making
Cavalcante, Cristina CB, Maschio, Célio, Santos, Antonio Alberto, Schiozer, Denis, Rocha, Anderson
PloS one
Integration of Highly Permeable Thin Layers Into Flow Simulation
Correia, Manuel Gomes, Schiozer, Denis José
SPE Europec featured at 79th EAGE Conference and Exhibition
Reducing uncertainty in reservoir parameters combining history matching and conditioned geostatistical realizations
Oliveira, Gonçalo Soares, Soares, Amílcar Oliveira, Schiozer, Denis José, Maschio, Célio
Journal of Petroleum Science and Engineering
Production zone placements based on maximum closeness centrality as strategy for oil recovery
Roque, W. L., Oliveira, G. P., Santos, M. D., Simões, T. A.
Journal of Petroleum Science and Engineering
System Identification Based Proxy Model of a Reservoir under Water Injection
Negash, Berihun M., Tufa, Lemma D., Ramasamy, M., Awang, Mariyamni Bt
Modelling and Simulation in Engineering
Assessing the Value of Information According to Attitudes Towards Downside Risk and Upside Potential
Santos, Susana M. G., Schiozer, Denis J.
SPE Europec featured at 79th EAGE Conference and Exhibition
History matching by integrating regional multi-property image perturbation methods with a multivariate sensitivity analysis
Oliveira, Gonçalo Soares, Schiozer, Denis José, Maschio, Célio
Journal of Petroleum Science and Engineering
Methodology to Systematically Reduce Uncertainty Assimilating Quantitatively 4D Seismic and Well Data in a Probabilistic and Multi-Objective History Matching
Rosa Almeida, Forlan La, Davolio, Alessandra, Schiozer, Denis José
SPE Annual Technical Conference and Exhibition
Use of Proxy Models in Risk Analysis of Petroleum Fields
Polizel, Guilherme A., Avansi, Guilherme D., Schiozer, Denis J.
SPE Europec featured at 79th EAGE Conference and Exhibition
Fast Tracking Field Development Optimisation With Nature Inspired Heuristics
Ilamah, Osho, Ebere, Maurice
SPE Nigeria Annual International Conference and Exhibition
History matching and production optimization under uncertainties–Application of closed-loop reservoir management
Silva, Vinícius Luiz Santos, Emerick, Alexandre Anozé, Couto, Paulo, Alves, José Luis Drummond
Journal of Petroleum Science and Engineering
UTILIZAÇÃO DE SISTEMAS EM MALHA FECHADA NO DESENVOLVIMENTO DE CAMPOS DE PETRÓLEO
Hidalgo, Davi Marubayashi, Couto, Paulo, Alves, José Luis Drummond
RUnPetro-ISSN 2316-6681
Application of Ensemble-based Optimization on UNISIM-I
Plukmonton, Pattanapong
Closed-Loop Field Development Under Geological Uncertainties: Application in a Brazilian Benchmark Case
Hidalgo, Davi M., Emerick, Alexandre A., Couto, Paulo, Alves, José LD
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.
Influence of Well Control Parameters in the Development of Petroleum Fields Under Uncertainties
Santos, Daniel Rodrigues dos, Schiozer, Denis José
SPE Latin America and Caribbean Mature Fields Symposium
Evaluation of the Discrete Latin Hypercube with Geostatistical Realizations Sampling for History Matching Under Uncertainties for the Norne Benchmark Case
Ferreira, Carla J., Davolio, Alessandra, Schiozer, Denis J.
OTC Brasil
Optimum Wells Placement in Oil Fields Using Cellular Genetic Algorithms and Space Efficient Chromosomes
Cunha, Alexandre AL, Coutinho, Giulia Duncan, Bontempo, Alan Porto, Pacheco, Marco Aurélio C.
Application of a Methodology to Incorporate Probabilistic Data from Two Technologies: Reservoir Simulation Models and 4D Seismic
Assunção, Germano S. C., Davolio, Alessandra, Schozer, Denis J.
OTC Brasil
Updating Reservoir Simulation Models with Well Test Information for Reduction of Uncertainties in Early Field Development
Toledo, S., Avansi, G. D, Schiozer, D.
SPE Europec featured at 79th EAGE Conference and Exhibition
Evaluation of Reservoir and Production System Integration in Production Strategy Selection
von Hohendorff Filho, João Carlos, José Schiozer, Denis
SPE Reservoir Simulation Conference
Risk quantification combining geostatistical realizations and discretized Latin Hypercube
Schiozer, Denis José, Avansi, Guilherme Daniel, dos Santos, Antonio Alberto de Souza
Journal of the Brazilian Society of Mechanical Sciences and Engineering
Influência da técnica da localização do ganho de Kalman no ajuste de histórico de produção
Soares, Ricardo Vasconcellos
Value of information in reservoir development projects: Technical indicators to prioritize uncertainties and information sources
Santos, SMG Gaspar, ATFS Schiozer, DJ
UNISIM-I-M: Benchmark Case Proposal for Oil Reservoir Management Decision-Making
Gaspar, Ana TFS, Avansi, Guilherme D., Maschio, Célio, Santos, Antonio AS, Schiozer, Denis J.
Impact of the Use of Intelligent Wells on the Evaluation of Oilfield Development and Production Strategy
Barreto, CEAG, Gaspar, ATFS, Schiozer, D. J.
Selection of representative models for decision analysis under uncertainty
Meira, Luis A. A., Coelho, Guilherme P., Santos, Antonio Alberto S., Schiozer, Denis J.
Computers & Geosciences
Desenvolvimento de indicadores para sistematização do ajuste de histórico de produção probabilístico
Silva, Felipe Bruno Mesquita da
INJEÇÃO DE DIFERENTES POLÍMEROS NA SIMULAÇÃO DE PRODUÇÃO DE UM RESERVATÓRIO
Vianna, Igor Girão Peres
Field Development Process Revealing Uncertainty Assessment Pitfalls
Morosov, André Luís, Schiozer, Denis José
Evolução do risco durante o desenvolvimento de campos de petróleo
Morosov, André Luís
Assisted process for design optimization of oil exploitation strategy
Gaspar, Ana Teresa FS, Barreto, Carlos Eduardo AG, Schiozer, Denis J.
Journal of Petroleum Science and Engineering
Simultaneous History-Matching Approach by Use of Reservoir-Characterization and Reservoir-Simulation Studies
Avansi, Guilherme Daniel, Maschio, Célio, Schiozer, Denis Jose
SPE Reservoir Evaluation & Engineering
Application of Cellular Genetic Algorithms and Space Efficient Chromosomes to Wells Placement in Oil Fields
Cunha, Alexandre AL, Coutinho, Giulia Duncan, Bontempo, Alan Porto, Pacheco, Marco Aurélio C.
A Technology Perspective and Optimized Workflow To Intelligent Well Applications
Fombad, Musaga Wasi
Probabilistic history matching using discrete Latin Hypercube sampling and nonparametric density estimation
Maschio, Célio, Schiozer, Denis José
Journal of Petroleum Science and Engineering
Production strategy optimization based on iterative discrete Latin hypercube
von Hohendorff, JC Maschio, C Schiozer, DJ
UNISIM-I-D: benchmark studies for oil field development and production strategy selection
Gaspar, Ana Teresa, Avansi, Guilherme Daniel, dos Santos, Antonio Alberto de Souza, von Hohendorff Filho, João Carlos, Schiozer, Denis José
International Journal of Modeling and Simulation for the Petroleum Industry
UNISIM-I: synthetic model for reservoir development and management applications
Avansi, Guilherme Daniel, Schiozer, Denis José
International Journal of Modeling and Simulation for the Petroleum Industry
SPE-174359-MS
Mesquita, F. B., Davolio, A., Schiozer, D. J.
A new approach to history matching using reservoir characterization and reservoir simulation integrated studies
Avansi, G. D., Schiozer, D. J.
Integrated model based decision analysis in twelve steps applied to petroleum fields development and management
Schiozer, Denis José, Santos, Antonio Alberto Souza, Drumond, Paulo Soares
Hybrid optimization for closed-loop reservoir management
Pinto, Marcio Augusto Sampaio, Ghasemi, Mohammadreza, Sorek, Nadav, Gildin, Eduardo, Schiozer, Denis José
Optimization of Reservoir Development Plan Using the System OCTOPUS
Lima, Rafael, Abreu, Ana Carolina, Pacheco, Marco Aurélio
Optimization of Production Units Alternatives Considering Pressure Drop and Nonlinear Constraints
Figueira, Alexandre F., Silva, Eugênio, Pacheco, Marco Aurélio C., Zanni, João, Abreu, Ana Carolina A., Mendoza, Leonardo
Estimation of reservoir fluid saturation from seismic data: amplitude analysis and impedance inversion as a function of noise
Souza, Rafael, Lumley, David
ASEG Extended Abstracts
Proactive and Reactive Strategies for Optimal Operational Design: An Application in Smart Wells
Abreu, A. C. A., Booth, R., Bertolini, A., Prange, M., Bailey, W. J., Teixeira, G., Emerick, A., Pacheco, M. A.
A Systematic Approach to Uncertainty Reduction with a Probabilistic and Multi-Objective History Matching
Mesquita, F. B., Davolio, A., Schiozer, D. J.
Uso da otimização sequencial aproximada a problemas Uni e multiobjetivos de gerenciamento de reservatórios
Pinto, Jefferson Wellano Oliveira
Ajuste de histórico integrado à caracterização de reservatórios de petróleo e sísmica 4D
Avansi, Guilherme Daniel, Schiozer, D. J.
Application of assisted optimization to aid oil exploitation strategy selection for offshore fields
Gaspar, Ana TFS, Barreto, Carlos EAG, Muñoz Mazo, Eduin O., Schiozer, Denis J.
Integração da Modelagem Geostatística Com o Processo De Ajuste de Histórico
Oliveira, Gonçalo Soares
Study case for reservoir exploitation strategy selection based on unisim-i field
Gaspar, Ana Teresa, Santos, A. A., Maschio, Célio, Avansi, G. D., Von Hohendorff, J. C. F., Schiozer, D. J.
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
Analysis of Geometric Selection of the Data-Error Covariance
Emerick, Alexandre A
FAST-TRACK 4D SEISMIC DATA ASSIMILATION USING PROXY FOR SEISMIC FORWARD MODELING
DANAEI, SHAHRAM
Utilização de aprendizado de máquina para acelerar a otimização de estratégias de produção baseada em modelos
MIRANDA, MARX VLADIMIR DE SOUSA
Integrated Rapid Optimization of Injection-Production Parameters: An Minlp Model Considering Interval Division and Fluid Volume Allocation
Li, Shanshan, Feng, Qihong, Zhang, Xianmin, Zhou, Wensheng, Liu, Chen
Available at SSRN 5028199
Simulação computacional como ferramenta para o gerenciamento de reservatórios
Ribeiro, Danilo Andrade
Integration of Geostatistical Modeling with History Matching: Global and Regional Perturbation
Oliveira, Gonçalo Soares, Soares, Amílcar Oliveira, Schiozer, Denis José