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.

Multilevel assimilation of inverted seismic data

Nezhadali, Mohammad

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

Método paralelo de superiorização para problemas de ajuste de histórico usando priors sísmicos a suavidade por partes

Oliveira, Samuel da Silva

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

Evaluating the impact of 4D seismic data artefacts in data assimilation

Rosa, Daiane Rossi, Schiozer, Denis Jose, Davolio, Alessandra

Petroleum Geoscience

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

Reservoir Simulation in the Cloud

Portella, Felipe Albuquerque, De Souza, Fabio Moreira

High Performance Computing in Clouds

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

Análise viabilidade econômica de projetos em engenharia submarina utilizando risers rígidos ou flexíveis no campo de Paru-Alagoas

Barros, Erivelton Williams Silva

Investigation on the production data frequency for assimilation with ensemble smoother

Emerick, Alexandre A., Neto, Gilson Moura Silva

Geoenergy Science and Engineering

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

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

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

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

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

Towards Application of Multilevel Data Assimilation in Realistic Reservoir History-Matching Problems

Nezhadali, M., Bhakta, T., Fossum, K., Mannseth, T.

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

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

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.

TunaOil: A tuning algorithm strategy for reservoir simulation workloads

Portella, Felipe, Buchaca, David, Rodrigues, José Roberto, Berral, Josep Ll

Journal of Computational Science

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

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

Operator-Based Linearization Approach for Modeling of Multiphase Flow with Buoyancy and Capillarity

Lyu, Xiaocong, Khait, Mark, Voskov, Denis

SPE Journal

Well placement subclustering within partially oil-saturated flow units

Oliveira, G. P., Santos, M. D., Roemers-Oliveira, E.

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

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

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

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

Simulation of foam in Enhanced Oil Recovery (EOR) and Carbon Capture and Storage (CCS) applications

Lyu, X.

A review on closed-loop field development and management

Mirzaei-Paiaman, Abouzar, Santos, Susana MG, Schiozer, Denis J.

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 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

Application of risk-informed closed-loop field development workflow to elucidate the evolution of uncertainties

Loomba, Ashish Kumar, Botechia, Vinicius Eduardo, Schiozer, Denis Jose

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

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

Application of Non-intrusive Reduced Order Modelling on Reservoir Simulation Using Radial Basis Function

Dong, Xiaomu

Previsão de produção de óleo em unidades de fluxo hidráulico com rede neural perceptron de múltiplas camadas

Melo Neto, Edvaldo Francisco de

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 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

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

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

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

Constrained clustering approaches to identify hydraulic flow units in petroleum reservoirs

Oliveira, GP, Santos, MD, Roque, WL

Journal of Petroleum Science and Engineering

Data-space inversion with ensemble smoother

Lima, Mateus M, Emerick, Alexandre A, Ortiz, Carlos EP

Computational Geosciences

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

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

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

Otimização robusta do controle de poços de reservatórios de petróleo utilizando modelo substituto

PINTO, Jefferson Wellano Oliveira

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.

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

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

Techniques for comparing 4D seismic data in oil reservoir fields: Técnicas para comparação de imagens sísmicas 4D em campos de petróleo

Rollmann, Klaus

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

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

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

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

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

Low Salinity Water Injection Optimization in the Namorado Field Using Compositional Simulation and Artificial Intelligence

Mercado Sierra, Diana, Alvarez Rojas, Argenis, Salazar Araque, Victor

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

Uma comparação de modelos substitutos de aprendizado de máquina para a previsão do valor presente líquido a partir de dados de alta dimensão de arranjo de poços

Funcia, Mei Abe

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

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

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

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

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

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

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

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

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

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

Analysis of geometric selection of the data-error covariance inflation for ES-MDA

Emerick, Alexandre A

Journal of Petroleum Science and Engineering

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

Seleção de estratégia de produção robusta com o uso de modelos representativos para campos de petróleo na fase de desenvolvimento

Silva, Luís Otávio Mendes da

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

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

ANÁLISE DA UTILIZAÇÃO DE INJEÇÃO MISCÍVEL DE CO2 EM MÉTODOS DE RECUPERAÇÃO AVANÇADA DE PETRÓLEO ATRAVÉS DE SIMULAÇÕES COMPUTACIONAIS: CASO UNISIM-ID

dos Santos, Nayara Lima

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

Quantitative Analysis of 4D Seismic and Production Data for Saturation Estimation and Fluid-flow Model Assessment

de Souza, Rafael Medeiros

Visual interactive support for selecting scenarios from time-series ensembles

Schardong, Guilherme G., Rodrigues, Ariane MB, Barbosa, Simone DJ, Lopes, Hélio

Decision Support Systems

Oscillation Mitigation in Subsurface and Surface Couplings Using PID Controllers

Gurjao, K. G. R., Gildin, E., Schiozer, D., Hohendorff, J. C.

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

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

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

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

Automated Optimization of Well Placement via Adaptive Space-Filling Surrogate Modelling and Evolutionary Algorithm

Redouane, Kheireddine, Zeraibi, Nourddine, Nait Amar, Menad

Analysis of Geometric Selection of the Data-Error Covariance Inflation for ES-MDA

Emerick, Alexandre A.

arXiv preprint arXiv:1812.00924

Ajuste de histórico por ciclos sob diferentes abordagens para atualizar as incertezas dos atributos de reservatórios

Cruz, William Chalub

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

Integration of Highly Permeable Thin Layers Into Flow Simulation

Correia, Manuel Gomes, Schiozer, Denis José

SPE Europec featured at 79th EAGE Conference and Exhibition

History matching through dynamic decision-making

Cavalcante, Cristina CB, Maschio, Célio, Santos, Antonio Alberto, Schiozer, Denis, Rocha, Anderson

PloS one

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

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

Dimensionality reduction for production optimization using polynomial approximations

Sorek, Nadav, Gildin, Eduardo, Boukouvala, Fani, Beykal, Burcu, Floudas, Christodoulos A.

Computational Geosciences

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

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

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

Fast Tracking Field Development Optimisation With Nature Inspired Heuristics

Ilamah, Osho, Ebere, Maurice

SPE Nigeria Annual International 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

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

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

Application of Ensemble-based Optimization on UNISIM-I

Plukmonton, Pattanapong

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

Use of an Iterative Ensemble Smoother Methodology in a History Matching and Uncertainties Assessment Process

Vasconcellos Soares, Ricardo, Schiozer, Denis J.

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

Evaluation of Reservoir and Production System Integration in Production Strategy Selection

von Hohendorff Filho, João Carlos, José Schiozer, Denis

SPE Reservoir Simulation Conference

Closed-Loop Field Development Under Geological Uncertainties: Application in a Brazilian Benchmark Case

Hidalgo, Davi M., Emerick, Alexandre A., Couto, Paulo, Alves, José LD

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

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

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

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.

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.

Use of an Iterative Ensemble Smoother Methodology in a History Matching and Uncertainties Assessment Process

Vasconcellos Soares, Ricardo

SPE Annual Technical Conference and Exhibition

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

Atualização de modelos de reservatórios com informações de testes de formação e perfilagens de produção no desenvolvimento de campos de petróleo

Toledo, Santiago Perez

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

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

Impact of the Use of Intelligent Wells on the Evaluation of Oilfield Development and Production Strategy

Barreto, CEAG, Gaspar, ATFS, Schiozer, D. J.

AJUSTE DE HISTORICO E OTIMIZACAO DA PRODUCAO DE PETROLEO SOB INCERTEZAS-APLICACAO DO GERENCIAMENTO DE RESERVATORIOS EM MALHA FECHADA

Silva, Vinıcius Luiz Santos

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

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

Evolução do risco durante o desenvolvimento de campos de petróleo

Morosov, André Luís

Field Development Process Revealing Uncertainty Assessment Pitfalls

Morosov, André Luís, Schiozer, Denis José

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.

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.

Production strategy optimization based on iterative discrete Latin hypercube

von Hohendorff, JC Maschio, C Schiozer, DJ

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

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

Probabilistic history matching methodology for real-time reservoir surveillance (Metodologia de ajuste de histórico probabilístico para monitoramento contínuo de reservatórios)

Bertolini, André Carlos

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

Use of Individual Well Indicators on the Optimization of Production Strategies

Alves, Victor R.

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

A Systematic Approach to Uncertainty Reduction with a Probabilistic and Multi-Objective History Matching

Mesquita, F. B., Davolio, A., Schiozer, D. J.

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.

Uso da otimização sequencial aproximada a problemas Uni e multiobjetivos de gerenciamento de reservatórios

Pinto, Jefferson Wellano Oliveira

Integração da Modelagem Geostatística Com o Processo De Ajuste de Histórico

Oliveira, Gonçalo Soares

Otimização Simultânea da Quantidade, Localização e Dimensionamento de Unidades Estacionárias de Produção por Algoritmos Genéticos.

Figueira, Alexandre Frankenthal

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.

Ajuste de histórico integrado à caracterização de reservatórios de petróleo e sísmica 4D

Avansi, Guilherme Daniel, Schiozer, D. J.

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.

Simulação computacional como ferramenta para o gerenciamento de reservatórios

Ribeiro, Danilo Andrade

FAST-TRACK 4D SEISMIC DATA ASSIMILATION USING PROXY FOR SEISMIC FORWARD MODELING

DANAEI, SHAHRAM

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

Integration of Geostatistical Modeling with History Matching: Global and Regional Perturbation

Oliveira, Gonçalo Soares, Soares, Amílcar Oliveira, Schiozer, Denis José