Permeability 3D view of UNISIM-IV
Permeability 3D view of UNISIM-IV

UNISIM-IV: Overview

UNISIM-IV is an open-source benchmark with geological and operational characteristics of Brazilian pre-salt fields, consisting of a light-oil carbonate reservoir with high CO2 content.

The benchmark is divided into four different cases (UNISIM-IV-2019, UNISIM-IV-2022, UNISIM-IV-2024, and UNISIM-IV-2026). The differences relate mainly to the stage of the field’s life cycle and period of production history.

The provided data include: (1) a set of prior uncertainties for probabilistic studies, (2) production, injection, and history data, and (3) a simulation model suggested as a base case or in nominal approaches.


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UNISIM-IV Publications

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Efficient proxy for time-lapse seismic forward modeling using a U-net encoder–decoder approach

Diniz, Michael, Maleki, Masoud, Cirne, Marcos, Danaei, Shahram, Oliveira, João, Schiozer, Denis José, Davolio, Alessandra, Rocha, Anderson

Computers & Geosciences

A visual tool to analyze the matching quality between simulation models and 4D seismic data

Rosa, Daiane Rossi, Da Silva, Celmar Guimarães, Da Silva Siqueira, Kleyton Rafael, De Andrade Miyazato, Mitsuo Luan, Dos Santos, Marcos Sebastião, Pilato, Marcos, Dragone, Israel, De Melo Filho, Leonildes Soares, Schiozer, Denis José, Davolio, Alessandra

4D Forum — Insight to Actions: A Global Forum, Galveston, Texas, November 4–6, 2024

Fast Objective Function Estimator Based on Parametric Dynamic Mode Decomposition for Wag-Co2 Injection in Carbonate Reservoirs

Magalhaes de Oliveira, Isabela, Gildin, Eduardo, Schiozer, Denis

Impact of Production Strategy on Production Forecasting, Energy Demand, and Carbon Emissions: Typical Case Study of the Brazilian Presalt

Hohendorff Filho, João Carlos Von, Bannwart, A. C., Estevam, Valdir, Castro, Marcelo Souza, Schiozer, Denis José

Journal of Energy Resources Technology, Part B: Subsurface Energy and Carbon Capture

Applying Digital Transformation in Oil and Gas Reservoir for Real-time Management, Control and Optimization

Pires, L., Schiozer, D.

EAGE Conference on Energy Excellence: Digital Twins and Predictive Analytics

Performance assessment of an iterative ensemble smoother with local analysis to assimilate big 4D seismic datasets applied to a complex pre-salt-like benchmark case

Maschio, Célio, Silva Neto, Gilson Moura, Davolio, Alessandra, Rios, Vinicius de Souza, Schiozer, Denis José

Journal of Geophysics and Engineering

Model-Based Petroleum Field Management in Three Stages: Life-Cycle, Short-Term, and Real-Time

Schiozer, D. J., Botechia, V. E., Pires, L. C. O.

Watch the Reservoir! Improving Short-Term Production Forecast Through Transformers

Werneck, R., Lusquino Filho, L. A., Lustosa, A., Loomba, A., Gonçalves, M. M., Esmin, A., Salavati, S., Morais, E., Mendes Junior, P. Ribeiro, Zampieri, M.

seismicdatasetsappliedtoacomplexpre-salt-like benchmarkcase

Maschio, Célio, Neto, Gilson Moura Silva, Davolio, Alessandra, de Souza Rios, Vinicius, Schiozer, Denis José

Journal of Geophysics and Engineering

Efficient proxy for Time-Lapse Seismic ForwardModeling using U-Net Encoder-Decoder Approach

Diniz, Michael Macedo, Maleki, Masoud, Cirne, Marcos, Danaei, Shahram, Oliveira, João, Schiozer, Denis José, Davolio, Alessandra, Rocha, Anderson

Assessing the Value of in-Well Fiber Optics Deployment in Pre-Salt Projects for Real-Time Reservoir Monitoring

Ribeiro, P. M., Gildin, E., Emerick, A. A.

Assessing the effects of CO2/methane mixtures on gas- oil interfacial tension and fluid flow using compositional simulation

Dantas, Paulo HA, dos Santos, Ana LN, Lins, Igor ES, Costa, Gloria MN, Vieira de Melo, Silvio AB

Brazilian Journal of Chemical Engineering

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

Ferreira, Vitor Hugo de Sousa, Castro, Manuel, Moura, Renato, Werneck, Rafael de Oliveira, Zampieri, Marcelo Ferreira, Gonçalves, Maiara Moreira, Linares, Oscar, Salavati, Soroor, Lusquino Filho, Leopoldo Andre Dutra, Ribeiro Mendes Júnior, Pedro

UNISIM-IV: BENCHMARK PROPOSAL FOR LIGHT OIL CARBONATE RESERVOIR WITH HIGH CO2 CONTENT

Botechia, V. E., Correia, M. G., Rios, V. S., Davolio, A., Santos, S. M. G., Hohendorff Filho, J. C. V., Schiozer, D. J.

Brazilian Journal of Petroleum and Gas

Saturation and Pressure Change Estimation from Time-Lapse Seismic Data Using Vision Transformers

Cirne, Marcos, Maleki, Masoud, Diniz, Michael, Schiozer, Denis José, Davolio, Alessandra, Rocha, Anderson

Available at SSRN 4937332

Geoenergy Science and Engineering

Esteves, Barbara F., de Oliveira, Fellipe C., Couto, Paulo, Lage, Paulo LC