Improving representativeness in a scenario reduction process to aid decision making in petroleum fields

Meira, Luis A. A.; Coelho, Guilherme P.; da Silva, Celmar G.; Abreu, João L. A.; Santos, Antonio A. S.; Schiozer, Denis J.

doi:10.1016/j.petrol.2019.106398

Title: Improving representativeness in a scenario reduction process to aid decision making in petroleum fields

Journal Article · 01 January 2020 · Journal of Petroleum Science and Engineering

DOI: https://doi.org/10.1016/j.petrol.2019.106398 · OSTI ID:1693624

Meira, Luis A. A.; Coelho, Guilherme P.; da Silva, Celmar G.; Abreu, João L. A.; Santos, Antonio A. S.; Schiozer, Denis J.

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Sponsoring Organization:: USDOE

OSTI ID:: 1693624

Journal Information:: Journal of Petroleum Science and Engineering, Journal Name: Journal of Petroleum Science and Engineering Journal Issue: C Vol. 184; ISSN 0920-4105

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

References (15)

Dynamic data integration for structural modeling: model screening approach using a distance-based model parameterization Suzuki, Satomi; Caumon, Guillaume; Caers, Jef Computational Geosciences, Vol. 12, Issue 1 https://doi.org/10.1007/s10596-007-9063-9	journal	January 2008
A Distance-based Prior Model Parameterization for Constraining Solutions of Spatial Inverse Problems Suzuki, Satomi; Caers, Jef Mathematical Geosciences, Vol. 40, Issue 4 https://doi.org/10.1007/s11004-008-9154-8	journal	March 2008
Representing Spatial Uncertainty Using Distances and Kernels Scheidt, Céline; Caers, Jef Mathematical Geosciences, Vol. 41, Issue 4 https://doi.org/10.1007/s11004-008-9186-0	journal	September 2008
Scenario Reduction Applied to Geostatistical Simulations Armstrong, Margaret; Ndiaye, Aziz; Razanatsimba, Rija Mathematical Geosciences, Vol. 45, Issue 2 https://doi.org/10.1007/s11004-012-9420-7	journal	September 2012
Reservoir Geological Uncertainty Reduction: an Optimization-Based Method Using Multiple Static Measures Rahim, Shahed; Li, Zukui; Trivedi, Japan Mathematical Geosciences, Vol. 47, Issue 4 https://doi.org/10.1007/s11004-014-9575-5	journal	January 2015
Risk quantification combining geostatistical realizations and discretized Latin Hypercube Schiozer, Denis José; Avansi, Guilherme Daniel; de Souza dos Santos, Antonio Alberto Journal of the Brazilian Society of Mechanical Sciences and Engineering, Vol. 39, Issue 2 https://doi.org/10.1007/s40430-016-0576-9	journal	June 2016
Selection of Representative Models for Decision Analysis Under Uncertainty Meira, Luis A. A.; Coelho, Guilherme P.; Santos, Antonio Alberto S. Computers & Geosciences, Vol. 88 https://doi.org/10.1016/j.cageo.2015.11.012	journal	March 2016
A general method to select representative models for decision making and optimization under uncertainty Shirangi, Mehrdad G.; Durlofsky, Louis J. Computers & Geosciences, Vol. 96 https://doi.org/10.1016/j.cageo.2016.08.002	journal	November 2016
Data clustering: 50 years beyond K-means Jain, Anil K. Pattern Recognition Letters, Vol. 31, Issue 8 https://doi.org/10.1016/j.patrec.2009.09.011	journal	June 2010
Use of representative models in the integration of risk analysis and production strategy definition Schiozer, D. J.; Ligero, E. L.; Suslick, S. B. Journal of Petroleum Science and Engineering, Vol. 44, Issue 1-2 https://doi.org/10.1016/j.petrol.2004.02.010	journal	October 2004
Managing reservoir uncertainty in petroleum field development: Defining a flexible production strategy from a set of rigid candidate strategies Santos, Susana M. G.; Gaspar, Ana T. F. S.; Schiozer, Denis J. Journal of Petroleum Science and Engineering, Vol. 171 https://doi.org/10.1016/j.petrol.2018.07.048	journal	December 2018
Sensitivity of the impact of geological uncertainty on production from faulted and unfaulted shallow-marine oil reservoirs: objectives and methods Manzocchi, T.; Carter, J. N.; Skorstad, A. Petroleum Geoscience, Vol. 14, Issue 1 https://doi.org/10.1144/1354-079307-790	journal	February 2008
Scenario Discovery Workflow for Robust Petroleum Reservoir Development Under Uncertainty Jiang, Rui; Stern, Dave; Halsey, Thomas C. International Journal for Uncertainty Quantification, Vol. 6, Issue 6 https://doi.org/10.1615/Int.J.UncertaintyQuantification.2016018932	journal	January 2016
Field-Development Process Revealing Uncertainty-Assessment Pitfalls Morosov, André Luís; Schiozer, Denis José SPE Reservoir Evaluation & Engineering, Vol. 20, Issue 03 https://doi.org/10.2118/180094-PA	journal	December 2016
Model-based decision analysis applied to petroleum field development and management Schiozer, Denis José; de Souza dos Santos, Antonio Alberto; de Graça Santos, Susana Margarida Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles, Vol. 74 https://doi.org/10.2516/ogst/2019019	journal	January 2019

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