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Keywords: uncertainty analysis
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Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 11–14, 2019
Paper Number: SPE-197280-MS
... Abstract With an increased maturity and complexity of the reservoir, an optimized field development plan implementation is critical to achieve the planned target and to ensure an optimum field recovery. The paper presents an optimized process with uncertainty analysis based on Monte Carlo...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 12–15, 2018
Paper Number: SPE-193073-MS
... Upstream Oil & Gas accuracy business decision reservoir modeller geological modeling grid guideline reservoir society of petroleum engineers uncertainty analysis facies database realization reservoir model well penetration With the recent progress made in computing performance...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 12–15, 2018
Paper Number: SPE-193140-MS
... during the execution phase and updated as needed based on the acquired data . Comprehensive uncertainty analysis was performed resulting in multiple subsurface realizations. A broad set of development scenarios and options were screened under uncertainty. The viable scenarios were then economically...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 12–15, 2018
Paper Number: SPE-193128-MS
...)- uncertainty analysis. The use and validation of the applicability of secondary variables in the petrophysical modelling, such as acoustic impedance from seismic inversion, is also addressed. From the analysis of multiple geocellular models, inconsistencies were detected at different stages of the modelling...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 12–15, 2018
Paper Number: SPE-192822-MS
... specification Upstream Oil & Gas Monte Carlo simulation heavy gas dehydration system Simulation lean meg quality MEG equation Artificial Intelligence uncertainty analysis kontogeorgis recovery processing pressure application Scenario lean meg flow rate The risk of corrosion and/or...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 13–16, 2017
Paper Number: SPE-188202-MS
... estimate dynamic initial oil in place (IOIP) or initial gas in place (GIIP). For newly discovered reservoir; MBE can be of a good usage to make a sensitivity and uncertainty analysis studies. So, the reservoir performance can be understood and predicted under all the possible ranges of uncertainty. Any...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 7–10, 2016
Paper Number: SPE-183011-MS
... history matching and forecast during appraisal stage. Uncertainty parameters with ranges and distribution, response parameters along with criteria set were framed into the workflows of sensitivity, history matching and uncertainty analysis. Experimental design techniques (OVAT and Latin Hypercube) were...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 7–10, 2016
Paper Number: SPE-182874-MS
... Abstract Uncertainty analysis is usually conducted during field development, in order to quantify the uncertainty within the field, its impact on the recovery and the development strategy used in developing the field. However, uncertainty analysis usually focuses on field level, with little or...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 9–12, 2015
Paper Number: SPE-177774-MS
... parameters based on uncertainty analysis was conducted to evaluate the impact of the reservoir uncertainties in a carbonate reservoir, offshore Abu Dhabi. The study showed that the evolution of gas to oil ratio (GOR) was a main reservoir response that affected the future production profile; hence it is the...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 10–13, 2014
Paper Number: SPE-171831-MS
... Upstream Oil & Gas sensitivity multiple realization seismic time interpretation statistics realization decision support system uncertainty analysis workflow ensemble probability Scenario society of petroleum engineers geologic modeling Artificial Intelligence uncertainty study well...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Conference and Exhibition, November 11–14, 2012
Paper Number: SPE-161693-MS
... Figure 17 Uncertainty Analysis of Static Parameters for STOOIP Variance Figure 18 Uncertainty Analysis on the Ultimate Oil Recovery for Water and Gas Injection Cases Figure 1 Sequence Stratigraphic set-up of Early Cretaceous Formation Figure 2 Conceptual Depositional Model...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Conference and Exhibition, November 11–14, 2012
Paper Number: SPE-161696-MS
... Match of PVT Experimental Data (Well PVT-4 Example) Figure 4 Well-1 Production History Match Figure 5 Well-1 PLT History Match Figure 6 Well-2 Injection History Match Figure 10 Uncertainty Analysis Results Abstract Development of tight reservoirs with...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 1–4, 2010
Paper Number: SPE-137998-MS
... -0.04 Corey n w 0.5 2.0 Trapped gas saturation 0.25 0.0 Permeability multiplier 0.5 1.0 2.0 Vertical permeability multiplier 0.1 1.0 Table 2 Variables and ranges included in the uncertainty analysis -1 0 +1 Operator Choices Injector BHP, psia 4000...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 1–4, 2010
Paper Number: SPE-137447-MS
..., lateral migration of the CO2 plume, reservoir heterogeneity, reactive chemistry, storage mechanisms etc. As the project matures and moves along the roadmap, the uncertainty analysis can be repeated and up-dated and the impact of the project activities can be tracked in the reduction of white space on...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 3–6, 2008
Paper Number: SPE-117633-MS
... to name but a few. decision support system uncertainty analysis prediction History Match Artificial Intelligence information History plateau duration reservoir simulation optimization objective uncertain factor mitigation plan realization study objective Upstream Oil & Gas...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 5–8, 2006
Paper Number: SPE-101668-MS
... Abstract Model-Based Uncertainty Analysis (MBUA) is a method to evaluate reservoir performance using multiple 3D models. Experimental Design techniques are used to determine which 3D models are built (unique geologic models which are then simulated) based on the number of identified uncertain...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 5–8, 2006
Paper Number: SPE-101474-MS
... an inherent degree of uncertainty. Typical uncertainty analysis techniques require many realizations and runs of the reservoir simulation model. In this day and age, as reservoir models are getting larger and more complicated, making hundreds or sometimes thousands of simulation runs can put...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 11–14, 1998
Paper Number: SPE-49506-MS
... simulation uncertainty analysis contribution probability uncertainty study pressure cell giip gas condensate field spe 49506 offshore gas condensate field production profile well rate monte carlo analysis complex reservoir SPE # 49506 An integrated uncertainty analysis for the development of...

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