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Record W4255171035 · doi:10.2523/75703-ms

Why Plot the Equivalent Time Derivative on Shut-in Time Coordinates?

2002· article· en· W4255171035 on OpenAlexaboutno aff
Anderson David, C. Jordan, Mattar Louis

Bibliographic record

VenueProceedings of SPE Gas Technology Symposium · 2002
Typearticle
Languageen
FieldEngineering
TopicHydraulic Fracturing and Reservoir Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsCitationPlot (graphics)Library scienceDerivative (finance)DownloadComputer scienceOperations researchWorld Wide WebEngineeringMathematicsBusinessStatistics

Abstract

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Why Plot the Equivalent Time Derivative on Shut-in Time Coordinates? David Anderson; David Anderson Fekete Assoc. Inc. Search for other works by this author on: This Site Google Scholar Colin Lyle Jordan; Colin Lyle Jordan Fekete Assoc. Inc. Search for other works by this author on: This Site Google Scholar Louis Mattar Louis Mattar Fekete Assoc. Inc. Search for other works by this author on: This Site Google Scholar Paper presented at the SPE Gas Technology Symposium, Calgary, Alberta, Canada, April 2002. Paper Number: SPE-75703-MS https://doi.org/10.2118/75703-MS Published: April 30 2002 Cite View This Citation Add to Citation Manager Share Icon Share Twitter LinkedIn Get Permissions Search Site Citation Anderson, David, Jordan, Colin Lyle, and Louis Mattar. "Why Plot the Equivalent Time Derivative on Shut-in Time Coordinates?." Paper presented at the SPE Gas Technology Symposium, Calgary, Alberta, Canada, April 2002. doi: https://doi.org/10.2118/75703-MS Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex Search Dropdown Menu nav search search input Search input auto suggest search filter All ContentAll ProceedingsSociety of Petroleum Engineers (SPE)SPE Unconventional Resources Conference / Gas Technology Symposium Search Advanced Search AbstractThe (semilog) derivative of pressure data from oil and gas wells is a widely accepted and highly useful tool for reservoir characterization. For buildup pressure data, this derivative is calculated with respect to equivalent time. It is generally assumed that since this derivative is obtained using equivalent time, it should be plotted on a coordinate axis that uses equivalent time. However, in the presence of boundaries, this style of plotting distorts the shape of the derivative during late-time, to the point where it bears very little resemblance to the original shape of the drawdown derivative. Moreover, the shape of the buildup derivative is strongly affected by the duration of the preceding drawdown.This paper investigates the shape of the equivalent-time-derivative when plotted against both equivalent time and real time (shut-in time) coordinates. Using computer generated models, it shows that a plot based on real time produces a buildup derivative response that is much closer in shape to the drawdown derivative, thus resulting in more accurate diagnosis of reservoir characteristics. This was true regardless of reservoir type, geometry or producing time. The advantages of using real time as a plotting coordinate are, a more readable diagnostic plot and a more easily recognized shape because of its similarity to the drawdown.Our research extends the work of Spivey (1999). This study investigated numerous reservoir types including homogeneous with boundaries, composite, fractured and dual porosity, and it also covered a wide practical range of producing times.IntroductionA great deal of literature exists on the use of derivative typecurves for buildup tests. The general consensus in the literature is that a buildup pressure derivative, calculated with respect to equivalent time, should be plotted against equivalent time to give a shape that is similar to the drawdown derivative. This procedure works provided that the radial flow assumption is valid and producing time is sufficiently long. However, in cases where boundaries, heterogeneities, or fracture flow exist in conjunction with short production times, the opinions of some experts vary.Spivey et al (1999) suggest plotting the buildup pressure derivative calculated with respect to shut-in time against shut-in time for all reservoir cases1. Although this method allows the welltest analyst to develop a complete set of buildup type-curves that do not rely on the pre-assumption of radial flow, the resulting curves bear little resemblance to their drawdown counterpart for many reservoir configurations. More importantly, the shapes of these typecurves depend on producing time, thereby adding to the complexity of the diagnostic analysis.Onur and Satman (1998) suggest using the conventional plotting method (equivalent time derivative plotted against equivalent time) for all cases, except when producing time is short, in which case they propose to plot the equivalent time derivative against shut-in time2. Although this method provides buildup type curves that are similar in shape to drawdown type curves, it requires the analyst to decide what is a "short" producing time. Indeed, an experienced welltest analyst can usually identify the effects of a "too short" production time (or a significant rate change that occurs very close to shut-in) on a plot of equivalent time buildup derivative against equivalent time. Upon identification of these equivalent time effects, the analyst would then re-plot the equivalent time buildup derivative against real shut-in time.The method we propose eliminates the need for the analyst to be able to identify producing time effects from the diagnostic plot, but preserves a set of buildup typecurves that are very similar in shape to drawdown typecurves for a wide variety of reservoir configurations. The method is simple: always plot the equivalent time buildup derivative against shut-in time, regardless of the duration of the preceding drawdown period. Keywords: drillstem/well testing, fluid dynamics, equivalent time derivative, scenario, upstream oil & gas, field example, producing time, flow in porous media, real time, permeability Subjects: Reservoir Fluid Dynamics, Formation Evaluation & Management, Flow in porous media, Drillstem/well testing This content is only available via PDF. 2002. Society of Petroleum Engineers You can access this article if you purchase or spend a download.

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How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: Methods
Teacher disagreement score0.110
Threshold uncertainty score0.368

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.015
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0010.001
Scholarly communication0.0040.004
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.1100.038

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 head0.006
GPT teacher head0.189
Teacher spread0.183 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreMethods

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations1
Published2002
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