EP0176410B1 - Verfahren zur Einzelbestimmung der Durchlässigkeit und des Wandfaktors von wenigstens zwei Schichten eines Untertagespeichers - Google Patents
Verfahren zur Einzelbestimmung der Durchlässigkeit und des Wandfaktors von wenigstens zwei Schichten eines Untertagespeichers Download PDFInfo
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- EP0176410B1 EP0176410B1 EP85401719A EP85401719A EP0176410B1 EP 0176410 B1 EP0176410 B1 EP 0176410B1 EP 85401719 A EP85401719 A EP 85401719A EP 85401719 A EP85401719 A EP 85401719A EP 0176410 B1 EP0176410 B1 EP 0176410B1
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- flow rate
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- wellbore
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- 238000000034 method Methods 0.000 title claims abstract description 47
- 230000035699 permeability Effects 0.000 title claims abstract description 28
- 238000012360 testing method Methods 0.000 claims abstract description 77
- 239000012530 fluid Substances 0.000 claims description 32
- 238000003860 storage Methods 0.000 claims description 26
- 230000008859 change Effects 0.000 claims description 8
- 238000010998 test method Methods 0.000 claims description 8
- 230000003247 decreasing effect Effects 0.000 claims description 3
- 239000010410 layer Substances 0.000 description 96
- 238000004519 manufacturing process Methods 0.000 description 14
- 239000000243 solution Substances 0.000 description 14
- 238000004458 analytical method Methods 0.000 description 13
- 239000011159 matrix material Substances 0.000 description 12
- 238000005259 measurement Methods 0.000 description 11
- 230000015572 biosynthetic process Effects 0.000 description 9
- 230000035945 sensitivity Effects 0.000 description 8
- 230000000694 effects Effects 0.000 description 7
- 239000002356 single layer Substances 0.000 description 5
- 230000001052 transient effect Effects 0.000 description 5
- 230000010354 integration Effects 0.000 description 4
- 230000001419 dependent effect Effects 0.000 description 3
- 238000009826 distribution Methods 0.000 description 3
- 230000008569 process Effects 0.000 description 3
- 238000013459 approach Methods 0.000 description 2
- 238000013461 design Methods 0.000 description 2
- 238000011156 evaluation Methods 0.000 description 2
- 238000013178 mathematical model Methods 0.000 description 2
- 238000012544 monitoring process Methods 0.000 description 2
- 238000005070 sampling Methods 0.000 description 2
- 238000006467 substitution reaction Methods 0.000 description 2
- 230000036962 time dependent Effects 0.000 description 2
- 230000005514 two-phase flow Effects 0.000 description 2
- 230000004888 barrier function Effects 0.000 description 1
- 230000002301 combined effect Effects 0.000 description 1
- 230000007423 decrease Effects 0.000 description 1
- 230000002500 effect on skin Effects 0.000 description 1
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- 238000009499 grossing Methods 0.000 description 1
- 238000002347 injection Methods 0.000 description 1
- 239000007924 injection Substances 0.000 description 1
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Images
Classifications
-
- E—FIXED CONSTRUCTIONS
- E21—EARTH OR ROCK DRILLING; MINING
- E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
- E21B49/00—Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells
- E21B49/008—Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells by injection test; by analysing pressure variations in an injection or production test, e.g. for estimating the skin factor
Definitions
- the invention relates to well testing in general and in particular to a method for downhole measurements and recording of data from a multiple layered formation of an oil and gas well and for estimating individual permeabilities and skin factors of the layers using the recorded data.
- One of the major problems for layered reservoirs is the definition of the layers. It has been found that it is essential to integrate all logs and pressure transient and flowmeter data in order to determine flow capacities, skin factors, and the pressure of individual layers.
- This invention relates primarily to two-layer reservoirs with a flow barrier between the layers (without crossflow). The production is commingled at the wellbore only.
- This invention relates to the behavior of a well in an infinite two-layered reservoir. If the well has a well-defined drainage boundary (symmetrics about the well axis for both layers), and if a well test is run long enough, the prior art has shown that it is possible to estimate the individual layer permeabilities and an average skin. However, cost or operational restrictions can make it impractical to carry out a test of sufficient duration to attain a pseudo steady-state period. Moreover, even if the test is run long enough, an analyzable pseudo steady-state period may not result because of non-symmetric or irregular drainage boundaries for each layer. It is also difficult to maintain a constant production rate long enough to reach a pseudo steady-state period.
- a major problem for layered systems not addressed by the prior art is how to estimate layer permeabilities, skins, and pressures from conventioal well testing.
- the conventional tests drawdown and/or buildup
- the conventional tests only reveal the behavior of a two-layer formation which cannot be distinguished from the behavior of a single-layer formation even though a two-layer reservoir has a distinct behavior without wellbore storage effect.
- a well test method for uniquly estimating permeability and skin factor for each of at least two layers of a reservoir includes the positioning of a logging tool of a logging system at the top of the upper layer of a wellbore which traverses the two layers.
- the logging system has means for measuring downhole fluid flow rate and pressure as a function of time.
- the surface flow rate of the well is changed from an initial flow rate at an initial time, t 1 , during a first time interval.
- the downhole fluid flow rate, q i (t), and downhole pressure, p l (t) are measured and recorded during the first interval, t, to 2 , at the top of the upper layer.
- the logging tool is then positioned to the top of the lower layer where the downhole flow rate, q 12 , from the top of the lower layer is measured and recorded if possible at a stabilized flow.
- the surface flow rate is then changed at time t 3 , to another flow rate.
- the downhole fluid flow rate, q 22 (t), and downhole pressure, p 2 (t) are measured and recorded during the second interval, t 3 to t 4 , at the top of the lower layer.
- the parameters k 1 and s 1 for the first layer are determined from estimates of k 2 , s 2 and k and s.
- Testing regimes are defined for non-flowing wells and for flowing wells. Estimation methods are presented for matching measured values of pressure and flow rate with calculated values, where the calculated value changes as a result of changes in the parameters to be estimated, k and s.
- Figures 1 and 2 illustrates a two layered reservoir, the parameters of permeability, k, and skin factor s, of each layer of which are to be determined according to the method of this invention. Although a two-layered reservoir is illustrated and considered, the invention may be used equally advantageously for reservoirs of three or more layers. A description of a mathematical model of the reservoir is presented which is used in the method according to the invention.
- the reservoir model of Figures 1 and 2 consists of two layers that communicate only through the wellbore. Each layer is considered to be infinite in extent with the same initial pressure.
- each layer is homogeneous, isotropic, and horizontal, and that it contains a slightly compressible fluid with a constant compressibility and viscosity.
- the Laplace transform of the production rate for each layer can be written as:
- Eqs. 1 and 2 give the unsteady-state pressure distribution and individual production rate, respectively, for a well producing at a constant rate in an infinite two-layered reservoir.
- the basic problem of prior art methods for estimating layer parameters is that the pressure data are not sufficient to estimate the properties of layered reservoirs.
- the invention described here is for a two-step drawdown test with the simultaneously measured wellbore pressure and flow rate data which provides a better estimate for layer parameters than prior art drawdown or buildup tests. Eqs. 1 and 2 will be used to describe the behavior of two-layered reservoirs.
- the convolution integral (Duhamel's theorem) is used to derive solutions from Eq. 1 for time-dependent wellbore (inner boundary) conditions.
- the constant wellbore storage case is a special time-dependent boundary condition.
- the wellbore pressure drop is given by
- Wellbore storage effects for layered reservoirs may be expressed as: where a is dependent on reservoir and wellbore fluid properties.
- the problem of identifiability has received considerable attention in history matching by the prior art.
- the purpose here is to give an identifiability criterion to nonlinear estimation of layer parameters, Dogru, A. H., Dixon, T. N., and Edgar, T. F: "Confidence Limits on the Parameters and Prediction of Slightly Compressible, Single-Phase Reservoirs", Soc. Pet. Eng. J. (Feb. 1977) 42-56.
- the identifiability principles given here are very general, and are also applied to other similar reservoir parameter estimations.
- the main objective of this section is to estimate layer parameters using the model presented by Eq. 1 and measured wellbore pressure data. For convenience, it is assumed that the measured pressure is free of errors.
- the positive definiteness of the Hessian matrix requires that all of the eigenvalues corresponding to the system be positive and greater than zero. If an eigenvalue of the Hessian matrix is zero, the functional defined by Eq. 8 does not change along the corresponding eigenvector, and the solution vector ⁇ * is not unique. Therefore, the number of observable parameters from m measurements can be determined theoretically by examining the rank of the Hessian matrix H, which is equal to the number of nonzero eigenvalues.
- a non-zero cutoff value must be used in estimating the rank of the.Hessian.
- a normalization of the sensitivity coefficient matrix can be carried out by multiplying every column of the sensitivity coefficient matrix by the corresponding nonzero parameter value. That is, Furthermore, the largest sensitivity of the functional two parameters is along the eigenvector corresponding to the largest eigenvalue. Each element of the eigenvector v j corresponds to a parameter in the n dimensional parameter space. The magnitude indicates the relative strength of that parameter along the eigenvector v j .
- the pressure data for each case are generated by using Eq. 1 and Eq. 3 with the corresponding q D solution. Reservoir and fluid data are given in Table 1 for all these cases.
- the nonlinear least squares Marquardt method with simple constraints is used for the minimization of Eq. 8 with respect to k 1 , k 2 , s, and s 2 .
- Table 2 shows the eigenvalues of the Hessian matrix for each test.
- transient pressure data does not give enough information to determine uniquely flow capacity and skin factor for each individual layer.
- a drawdown test is best suited for two-layered reservoirs without crossflow.
- a reservoir to be tested should be in complete pressure equilibrium (uniform pressure distribution) before a drawdown test.
- the complete pressure equilibrium condition cannot be satisfied throughout the reservoir if wells have been producing for some time from the same formation. Nevertheless, the pressure equilibrium condition can easily be obtained in new and exploratory reservoirs.
- Figures 1 and 2 illustrate a two zone reservoir with a wellbore 10 extending through both layers and to the earth's surface 11.
- a well logging tool 14 having means for measuring downhole pressure and fluid flow rate communicates via logging cable 16 to a computerized instrumentation and recording unit 18.
- the parameters k i , s, of layer 1 and k 2 , s 2 of layer 2 are desired to be uniquely estimated.
- One layer, such as layer 2 may have a damaged zone which would result in a high value of s 2, skin factor of layer 2, which if known by measurement by the well operator, could aid in decisions relating to curing low flow or pressure from the well.
- FIG. 3A shows the test procedure.
- time t i the well should be started to produce at a constant rate at the surface, if possible.
- production rate does not affect the analysis, a rapid rate increase can cause problems. A few of these are:
- the third problem which is the most important one, can be avoided by monitoring the flowing wellbore pressure and adjusting the rate accordingly. These three complicating factors should be avoided for all the transient tests, if possible.
- the well tool 14 is lowered to the top of the lower zone as illustrated in Figure 2 while monitoring measured flow rate and pressure. If there is a recordable rate from this layer, at time t 2 , the production rate should be changed to another rate. The rate can be increased or decreased according to the threshold value of the flowmeter and the bubble point pressure of the reservoir fluid. As can be seen in Figure 3A, the flow rate is increased. If the rate is not recordable the test is terminated. A buildup test for further interpretation as a single-layered reservoir could be performed.
- the test should be continued from t 3 to t 4 for another few hours until another storage-free infinite acting period is reached. The test can be terminated at time t 4 .
- the interpretation of measured rate and pressure data is discussed below after the test for a producing or short shut-in well is described.
- a short flow profile (production logging) test should be conducted to check if the bottom layer is producing. If there is enough production from the bottom layer to be detected, then as in Figure 1, the production logging tool 14 is returned to the top of the whole producing reservoir and the test is started by decreasing the flow rate, q 1 (t 1 as in Figure 4A to another rate, q 1 (t 2 ). The well is allowed to continue flowing until time t 2 , when the well reaches the storage-free infinite acting period. At the end of this period, the tool string should be lowered just to the top of the bottom layer as in Figure 2. At the time t 3 , the flow rate is increased back to approximately q 1 (t 1 During the test, the rates should be kept above the threshold value of the flowmeter, and well bore pressure should be kept above the bubble point pressure of the reservoir fluid.
- test procedure described above is applicable for a layer system in which the lower zone permeability in less than the upper zone. If the upper zone is less permeable, then the testing sequence should be changed accordingly.
- the method according to the invention is described to estimate individual layer parameters from measured wellbore pressure and sandface rate data.
- the automatic type-curve (history) matching techniques are used to estimate k 1 , k 2 , sy, and s 2 . In other words, Eq. 8 is minimized with respect to parameters k 1 , k 2 , S1 and s 2 .
- An automatic type-curve matching method is described in Appendix B to this description of the invention. Unlike the semilog method, the automatic type curve matching usually fits early time data as well as the storage-free infinite acting period if it exists to a given model.
- Figure 5 presents the wellbore pressure data for synthetic sequential drawdown tests
- Figure 6 presents sandface flow rate data for the same test using the reservoir and fluid data given in Table 1.
- the test is started from the initial conditions and the well continues to produce 238 m 3 /day (1,500 bbl/day) for 12 hours.
- the rate is increased from 238 m 3 /day (1,500 bbl/day) to 476 m 3 /day (3,000 bbl/day).
- Figure 6 shows the total and individual flow rates from each zone.
- q l (t) only total flow rate, q l (t) will be measured.
- the rate from the bottom zone will be measured. It is also important to record the flow rate from the lower layer for a few minutes just before the second drawdown test.
- the automatic type-curve matching approach is suitable for this purpose. If it is applicable, the semilog portion of the pressure data should also be analyzed. In general, type-curve matching with the wellbore pressure and sandface rate is rather straightforward. A brief mathematical description of the automatic type-curve matching procedure is given in Appendix B. In any case, the automatic type-curve method that is used fits the first drawdown data to a single layered, homogeneous model. The estimated values of and 5 are where
- the rate from the bottom layer, q 12 should also be measured before starting the second drawdown test.
- k 1 , k 2 , s 1, and s 2 can be calculated by using deconvolution methods.
- the deconvolution process is very sensitive to measurement errors, particularly errors in flow rate measurements.
- the convolution process, Eq. 3 is a smoothing operation, and it is less sensitive to measurement errors.
- the second drawdown test described below almost assures an accurate estimation of the layer parameters.
- the second transient creates enough sensitivity to the parameters of the less permeable layer.
- Figures 5 and 6 present wellbore pressure and rate data respectively for the second as well as the first drawdown. These data are analyzed using the automatic type-curve matching method described above.
- the computed sandface rate of the bottom layer-for a variable total rate can be expressed as:
- ⁇ p wf is the measured well bore pressure during the second drawdown.
- the Laplace transform of f(t) function in Eq. 16 can be expressed as (from Eq. 2):
- the function f(z) in Eq. 17 is only a function of the lower layer parameters, k 2 and s 2 .
- ⁇ ( ⁇ ,t) can be obtained by automatic type-curve matching.
- Eq. 15 is used to estimate k 2 and s 2 .
- the direct solution of Eq. 16 gives correct values of the sandface flow rate for the constant wellbore storage case.
- the f(z) function is the Laplace transform of the dimensionless rate, q o , for a well producing a constant pressure in an infinite radial reservoir.
- the flow rate q D changes very slowly with time.
- f(t) is not very sensitive to change in k 2 and s 2 . This ill-posedness becomes worse if the sandface rate is not accurately measured at very early times.
- an alternate approach for the estimation of k 2 and s 2 is used to produce a more accurate estimate.
- n( ⁇ ,t) the total rate, q o , must be measured.
- the total rate cannot be measured unless two flowmeters are used simultaneously. This is not practical using currently available logging tools. Thus, q o must be determined independently. This is not difficult since during the first drawdown, the behavior of the wellbore storage is known.
- the sandface flow rate can either be approximated by Eq. 5 or 6 or any other form. It is also important to measure total flow rate just at the end of the second drawdown test. If the wellbore storage is constant, the problem becomes easier.
- the Laplace transform of ⁇ ( ⁇ ,t) can be written from Eq. 18 as,
- k 2 and s 2 can be estimated by minimizing Eq. 15 with respect to measured rate, q 22 (t), and calculated rate, ⁇ ( ⁇ ,t), from Eq. 19.
- the estimated k 2 and s 2 are: and These values are very close to the actual values.
- the first method can be used to estimate the lower limit of k 2 and s 2 in order to check the values calculated from the second method.
- a method for testing a well to estimate individual permeabilities and skin factors of layered reservoirs has been provided.
- the invention provides unique estimates of layer parameters from simultaneously measured wellbore and sandface flow rate data which are sequentially acquired from both layers.
- the invention provides unique estimates of the parameters distinguished from prior art drawdown or buildup tests using only wellbore pressure data.
- the invention uses in its estimation steps the nonlinear least-squares (Marquardt) method to estimate layer parameters from simultaneously measured wellbore pressure and sandface flow rate data.
- a general criterion is used for the quantitative analysis of the uniqueness of estimated parameters.
- the criterion can be applied to automatic type-curve matching techniques.
- the new testing and estimation techniques according to the invention can be extended to multilayered reservoirs.
- one drawdown test per layer should be done for multilayered reservoirs.
- the wellbore pressure and the sandface rate should be measured simultaneously.
- the new testing technique can be generalized straightforwardly to layered reservoirs with crossflow.
- the testing method according to the invention also can be used to estimate skin factors for each perforated interval of a well in a single layer reservoir.
- the analysis technique has to be slightly modified.
- the initial pressure of each layer can be obtained easily from wireline formation testers.
- Nonlinear parameter estimation methods used in the testing method according to the invention provides a means to determine the degree of uncertainty of the estimated parameters as a function of the number of measurements as well as the number of parameters to be estimated for a given model.
- Prior art graphical type-curve methods cannot provide quantitative measures to the "matching" with respect to the quality of the measured data and the uniqueness of the number of parameters estimated.
- Eq. A-2 The right-hand side of Eq. A-2 can be integrated directly. Substitution of the integration results in Eq. 3 yields where and the first term in Eq. A-4 is given by In Eqs. A-3 to A-5,q d is normalized measured sandface rate defined as
- ⁇ p sf For type-curve matching the ⁇ p sf is model dependent. For a homogeneous single-layer system, ⁇ p sf is given by
- the cylindrical source solution can also be used instead of the line source solution that is given by Eq. A-7.
- the difference between the two solutions is very small.
- many function evaluations may be needed.
- Eq. A-7 will be used. If the Laplace transform solution is used, the minimization becomes very costly because for a given time, at least 8 function evaluations have to be made in order to obtain ⁇ psf (t).
- the time step is fixed by the sampling rate of the measured data. It is preferred for the integration that the data sampling rate be less than 0.1 hours; i.e., t 1 -t 1-1 ⁇ 0.1 hours.
- Eq. 8 In order to estimate k and s from measured wellbore pressure and sandface flow rate data, Eq. 8 is minimized. Eq. 8 can be written as where
- Eq. 1 should be used for ⁇ p sf (t) instead of Eq. A-7.
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Claims (7)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
AT85401719T ATE39159T1 (de) | 1984-09-07 | 1985-09-05 | Verfahren zur einzelbestimmung der durchlaessigkeit und des wandfaktors von wenigstens zwei schichten eines untertagespeichers. |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US64811384A | 1984-09-07 | 1984-09-07 | |
US648113 | 1984-09-07 |
Publications (2)
Publication Number | Publication Date |
---|---|
EP0176410A1 EP0176410A1 (de) | 1986-04-02 |
EP0176410B1 true EP0176410B1 (de) | 1988-12-07 |
Family
ID=24599492
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP85401719A Expired EP0176410B1 (de) | 1984-09-07 | 1985-09-05 | Verfahren zur Einzelbestimmung der Durchlässigkeit und des Wandfaktors von wenigstens zwei Schichten eines Untertagespeichers |
Country Status (4)
Country | Link |
---|---|
EP (1) | EP0176410B1 (de) |
AT (1) | ATE39159T1 (de) |
AU (1) | AU579182B2 (de) |
DE (1) | DE3566702D1 (de) |
Families Citing this family (16)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE3566702D1 (en) * | 1984-09-07 | 1989-01-12 | Schlumberger Ltd | Method for uniquely estimating permeability and skin factor for at least two layers of a reservoir |
CA1277157C (en) * | 1985-07-23 | 1990-12-04 | Christine Ehlig-Economides | Process for measuring flow and determining the parameters of multilayer hydrocarbon-producing formations |
FR2585404B1 (fr) * | 1985-07-23 | 1988-03-18 | Flopetrol | Procede de determination des parametres de formations a plusieurs couches productrices d'hydrocarbures |
EP0429078A1 (de) * | 1986-05-15 | 1991-05-29 | Soletanche | Verfahren und Vorrichtung zum Messen der Grunddurchlässigkeit |
US5247829A (en) * | 1990-10-19 | 1993-09-28 | Schlumberger Technology Corporation | Method for individually characterizing the layers of a hydrocarbon subsurface reservoir |
FR2678679B1 (fr) * | 1991-07-05 | 1993-10-29 | Services Projets | Procede et dispositif pour evaluer la qualite de production d'un puits, notamment de petrole. |
NO305259B1 (no) * | 1997-04-23 | 1999-04-26 | Shore Tec As | FremgangsmÕte og apparat til bruk ved produksjonstest av en forventet permeabel formasjon |
US6347666B1 (en) | 1999-04-22 | 2002-02-19 | Schlumberger Technology Corporation | Method and apparatus for continuously testing a well |
US6357525B1 (en) | 1999-04-22 | 2002-03-19 | Schlumberger Technology Corporation | Method and apparatus for testing a well |
US6382315B1 (en) | 1999-04-22 | 2002-05-07 | Schlumberger Technology Corporation | Method and apparatus for continuously testing a well |
US6330913B1 (en) | 1999-04-22 | 2001-12-18 | Schlumberger Technology Corporation | Method and apparatus for testing a well |
RU2460878C2 (ru) * | 2010-09-30 | 2012-09-10 | Шлюмберже Текнолоджи Б.В. | Способ определения профиля притока флюидов и параметров околоскважинного пространства |
RU2455482C2 (ru) * | 2010-09-30 | 2012-07-10 | Шлюмберже Текнолоджи Б.В. | Способ определения профиля притока флюидов и параметров околоскважинного пространства |
RU2461026C1 (ru) | 2011-05-31 | 2012-09-10 | Шлюмберже Текнолоджи Б.В. | Способ определения геометрических характеристик трещины гидроразрыва |
CN110486009B (zh) * | 2019-09-02 | 2023-10-31 | 合肥鼎盛锦业科技有限公司 | 一种无限大地层的参数自动反求方法及系统 |
CN114165217B (zh) * | 2020-09-11 | 2023-09-26 | 中国石油天然气股份有限公司 | 有效渗透率的确定方法、装置、计算机设备及存储介质 |
Family Cites Families (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3321965A (en) * | 1964-10-08 | 1967-05-30 | Exxon Production Research Co | Method for testing wells |
US3636762A (en) * | 1970-05-21 | 1972-01-25 | Shell Oil Co | Reservoir test |
FR2434923A1 (fr) * | 1978-08-30 | 1980-03-28 | Schlumberger Prospection | Procede d'essais de puits |
US4328705A (en) * | 1980-08-11 | 1982-05-11 | Schlumberger Technology Corporation | Method of determining characteristics of a fluid producing underground formation |
DE3566702D1 (en) * | 1984-09-07 | 1989-01-12 | Schlumberger Ltd | Method for uniquely estimating permeability and skin factor for at least two layers of a reservoir |
-
1985
- 1985-09-05 DE DE8585401719T patent/DE3566702D1/de not_active Expired
- 1985-09-05 AT AT85401719T patent/ATE39159T1/de not_active IP Right Cessation
- 1985-09-05 EP EP85401719A patent/EP0176410B1/de not_active Expired
- 1985-09-06 AU AU47133/85A patent/AU579182B2/en not_active Ceased
Non-Patent Citations (4)
Title |
---|
Dogru, A.H. and Steinfeld, J.H., "Design of Well Tests to Determine the Properties of Stratified Reservoirs," Proceedings of 5th SPE Symposium on Reservoir Simulation, Denver, CO, February 1-2, 1979. * |
Dogru, A.H., Dixon, T.N, and Edgar, T.F: "Confidence Limits on the Parameters and Prediction of Slightly Compressible, Single-Phase Reservoirs," Soc. Pet. Eng. J. (Feb 1977) 42-56. * |
Lefkovits, H.C. et al.: "A Study of the Behavior of Bounded Reservoirs Composed of Stratified Layers," Soc. Pet. Eng. J. (March 1961) 43-58; Trans., AIME, 222 (copy enclosed) * |
Rosa, A.J. and Horne, U.N.: "Automated Type-Curve Matching in Well Test Analysis Using Laplace space Determination of Parameter Gradients," SPE paper SPE 12131 presented at the SPE-AIME 58th Annual Fall Technical Conference and Exhibition, San Francisco, CA (Oct. 5-8, 1983). * |
Also Published As
Publication number | Publication date |
---|---|
DE3566702D1 (en) | 1989-01-12 |
EP0176410A1 (de) | 1986-04-02 |
AU4713385A (en) | 1986-03-13 |
AU579182B2 (en) | 1988-11-17 |
ATE39159T1 (de) | 1988-12-15 |
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