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Record W4251029521 · doi:10.2523/81499-ms

Numerical Simulation of Non-Darcy Flow Utilizing the New Forchheimer's Diffusivity Equation

2003· article· en· W4251029521 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueProceedings of Middle East Oil Show · 2003
Typearticle
Languageen
FieldEngineering
TopicAerodynamics and Fluid Dynamics Research
Canadian institutionsDalhousie University
FundersNatural Sciences and Engineering Research Council of CanadaKillam Trusts
KeywordsThermal diffusivityDarcy's lawMechanicsFlow (mathematics)Computer scienceMaterials scienceThermodynamicsPhysicsPorous mediumPorosity

Abstract

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Numerical Simulation of Non-Darcy Flow Utilizing the New Forchheimer's Diffusivity Equation H.A. Belhaj; H.A. Belhaj Dalhousie University Search for other works by this author on: This Site Google Scholar K.R. Agha; K.R. Agha Dalhousie University Search for other works by this author on: This Site Google Scholar A.M. Nouri; A.M. Nouri Dalhousie University Search for other works by this author on: This Site Google Scholar S.D. Butt; S.D. Butt Dalhousie University Search for other works by this author on: This Site Google Scholar H.F. Vaziri; H.F. Vaziri Dalhousie University Search for other works by this author on: This Site Google Scholar M.R. Islam M.R. Islam Dalhousie University Search for other works by this author on: This Site Google Scholar Paper presented at the Middle East Oil Show, Bahrain, June 2003. Paper Number: SPE-81499-MS https://doi.org/10.2118/81499-MS Published: June 09 2003 Cite View This Citation Add to Citation Manager Share Icon Share Facebook Twitter LinkedIn Email Get Permissions Search Site Citation Belhaj, H.A., Agha, K.R., Nouri, A.M., Butt, S.D., Vaziri, H.F., and M.R. Islam. "Numerical Simulation of Non-Darcy Flow Utilizing the New Forchheimer's Diffusivity Equation." Paper presented at the Middle East Oil Show, Bahrain, June 2003. doi: https://doi.org/10.2118/81499-MS Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex Search nav search search input Search input auto suggest search filter All ContentAll ProceedingsSociety of Petroleum Engineers (SPE)SPE Middle East Oil and Gas Show and Conference Search Advanced Search AbstractRecently, it became evident that non-Darcy flow occurs not only in gas reservoirs, fractured reservoirs and multi-permeability systems within oil reservoirs experienced non-linearity due to non-Darcy flow behavior. Most reservoir simulators currently used encountered false predictions due to their dependency on the traditionally used diffusivity equation.This paper introduces alternative diffusivity equation to replace the one derived from Darcy's law. The new equation was derived from the commonly known as Forchheimer's equation which is basically Darcy's equation plus an inertia term to account for high velocity fluid flow in porous medium.Mathematical derivation of the diffusivity equation based on Forchheimer equation has been presented in a previous paper by the authors.The newly derived diffusivity equation has been numerically simulated. Correlations used to estimate the non-Darcy coefficient "ß" have been comprehensively reviewed; nine correlations found suitable for use in this study for technical reasons. A new dimensionless number (Be) relating ß, velocity, density and viscosity has been introduced to differentiate between Darcy and non-Darcy flow in porous medium for any rock type and any flowing fluid. Evidences show that this new dimensionless number cannot be considered a declaration of turbulence flow in porous medium rather the energy loss is contributed to the nature of both flowing fluid and the porous medium. The point of deviation from the Darcian behavior to the non-Darcian behavior has been found at Be = 0, for practical use it has been determined that Be = 0.0526 at 5% deviation from Darcy's linear trend.A range of permeability from 1 md to 1000 md with porosity changing accordingly has been verified with the new model, velocity as low as 0.0001 cm/sec and as high as 700 cc/sec has been tested as well. Both Darcy and non-Darcy behaviors have been identified for the domain of testing, and the numerical model has proven of good agreement in all cases.IntoductionTraditionally, when mentioned, non-Darcy behavior means gas flow in reservoirs and the attention goes to the Forchheimer's equation. On the other hand, despite that Darcy equation has been around for about one and a half century and essentially based on empirical experimental approach with no mathematical foundation, until today, it is considered the corner stone of fluid flow in porous medium.The uncertainties usually associated with the predictions of commercial reservoir simulators mostly attributed to a number of factors such as poor quality and lack of in-put data, unrealistic history matching, assumptions encountered, etc. It is only lately that the basic governing equations of flow behavior become questioned. In fact, transmissibility and so saturations distribution within a reservoir at any time and coordinates are direct functions of pressure predicted by the diffusivity equation employed. As it controls the evaluation of other parameters, if this pressure is in doubt then the ultimate simulator predictions are consequently misleading.Non-Darcy flow has been encountered in oil and gas reservoirs produced by vertical and horizontal wells alike. The severity of the non-Darcy effect is indeed affected by the velocity of the flow and both physical properties of the flowing fluid and the characteristics of the medium.The productivity of a horizontal well has been affected by the non-Darcy behavior around the well bore. To include this high flow rate effect on the productivity model of a horizontal well the flow in the near wellbore has been assumed normal to the well trajectory and a radial flow region is supposed to take place around the wellbore. The impact of high flow rate region is predicted to occur near the wellbore and as it gets away from the wellbore in the flow field the effect vanishes. It has been found that non-Darcy effect, if occurred, in a horizontal well under radial or pseudo radial flow cases become significant in a range of 10 to 20 feet around the wellbore, beyond that the effect become insignificant and practically fades out1. Keywords: upstream oil & gas, non-darcy coefficient, flow velocity, numerical simulation, deviation, numerical model, reservoir simulation, viscosity, forchheimer, pressure drop ratio point Subjects: Reservoir Fluid Dynamics, Reservoir Simulation, Formation Evaluation & Management, Flow in porous media This content is only available via PDF. 2003. Society of Petroleum Engineers You can access this article if you purchase or spend a download.

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Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.193
Threshold uncertainty score0.583

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.036
GPT teacher head0.249
Teacher spread0.213 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it