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Keywords: decision tree
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Journal Articles
SPE Res Eval & Eng 22 (04): 1575–1592.
Paper Number: SPE-190858-PA
Published: 14 November 2019
... decision tree, built up through decision and chance nodes, to establish a distribution of recoverable volumes and rank the recovery strategies given a chosen criterion. A second uncertainty study is performed by adding economic uncertainties to the initial set of reservoir uncertain parameters. Eventually...
Journal Articles
SPE Res Eval & Eng 22 (03): 1144–1160.
Paper Number: SPE-191327-PA
Published: 15 August 2019
... performance. Furthermore, the two‐factor model combined with the modified LSM algorithm is tractable and provides useful insights into the IOR switch‐time problem. The novelties provided by this work are developing and illustrating the structure of the IOR switch‐time problem using a decision tree...
Includes: Supplementary Content
Journal Articles
SPE Res Eval & Eng 19 (02): 340–349.
Paper Number: SPE-179736-PA
Published: 28 April 2016
... Evaluation decision tree realization appraisal well A decision tree for calculating the VOI associated with a single uncertain quantity (which has two outcomes) is shown in Fig. 1 . Fig. 1 A decision tree that illustrates the general structure of a VOI problem. NPV = net present value...
Journal Articles
SPE Res Eval & Eng 12 (04): 618–629.
Paper Number: SPE-109628-PA
Published: 08 September 2009
... 2009 Copyright 2009, Society of Petroleum Engineers Artificial Intelligence enhanced recovery oil reservoir initial production rate SPE Reservoir Evaluation injection Engineering Scenario sensor inial producon rate sensor decision tree University Upstream Oil & Gas co 2...
Journal Articles
SPE Res Eval & Eng 11 (06): 1061–1070.
Paper Number: SPE-105015-PA
Published: 29 December 2008
...S. I. Ozkaya Summary This paper describes the procedure of building a probabilistic decision tree on the basis of the integration of data from multiple sources, conditional probabilities, and the application to map fracture corridors (FCs) in a mature oil field with abundant production data. An FC...
Journal Articles
SPE Res Eval & Eng 10 (01): 35–42.
Paper Number: SPE-97990-PA
Published: 20 February 2007
... Upstream Oil & Gas Reservoir Description optimization problem constraint deliverability cumulative oil decision tree Artificial Intelligence reservoir simulation well count spreadsheet tool SPE Reservoir Evaluation oil rate Scenario optimization complex reservoir direct optimization...
Journal Articles
SPE Res Eval & Eng 8 (02): 143–155.
Paper Number: SPE-84301-PA
Published: 14 April 2005
... method to propose an approach to account for missing well logs during permeability predictions. This is a common problem encountered during field applications. Our approach follows directly from the hierarchical decision tree that visually and quantitatively illustrates the relationship between the data...

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