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VII Application to experiment

A Definition of desaturation protocols

[6.1.1.1] As emphasized above (see also footnote V) the validity of the generalized Darcy law (23) requires path connected fluids, i.e. fluid configurations that percolate from inlet to outlet. [6.1.1.2] Application of \mathrm{Ca}_{i} from (28) to water flooding desaturation experiments therefore requires that also the oil configuration \mathbb{O}(t_{0}) is percolating at the initial time t_{0}, if the generalized Darcy law is assumed to describe the reduction of oil saturation. [6.1.1.3] An appropriate desaturation protocol consists of M steps with

\displaystyle\mathbb{O}(t_{{k-1}})=\mathbb{P}, (36a)
\displaystyle\mathbb{W}(t_{{k-1}})=\emptyset, (36b)
\displaystyle Q_{\mathbb{O}}(t)=0, \displaystyle t_{{k-1}}\leq t\leq t_{k} (36c)
\displaystyle Q_{\mathbb{W}}(t)=Q_{k}\;\chi\rule[-4.3pt]{0.0pt}{8.6pt}_{{[t_{{k-1}},t_{k}]}}(t), \displaystyle t_{{k-1}}\leq t\leq t_{k} (36d)

with 1\leq k\leq M and t_{k} is chosen such that

\displaystyle[t_{{k-1}},t_{k}]\setminus\mathrm{supp}\, O_{\mathbb{O}}(t)\neq\emptyset, (37)

holds for every fixed k. [6.1.1.4] Here Q_{k} are constant and O_{\mathbb{O}}(t) denotes the volumetric production rate (outflow) of oil. Its support \mathrm{supp}\, O_{\mathbb{O}}(t) is the set of time instants t\in\mathbb{R} for which O_{\mathbb{O}}(t)\neq 0 holds. [6.2.0.1] Condition (37) means that the oil production has stopped. [6.2.0.2] During the experiment the oil phase is kept at a sufficiently high ambient pressure so that, depending on the pressure drop across the sample, also oil can enter the sample during the water flood. [6.2.0.3] The desaturation protocol (36) is a continuous mode displacement where water is injected into continuous oil. [6.2.0.4] It will be referred to as CO/WI for short.

[6.2.1.1] The CO/WI-protocol (36) requires to clean the sample after each step and refill it with oil. [6.2.1.2] This is costly and time consuming. [6.2.1.3] Many capillary desaturation experiments are therefore performed in discontinuous mode. [6.2.1.4] In discontinuous mode the water injection rate Q_{\mathbb{W}} is increased in steps, and the initial configuration of step k is the final configuration of step k-1. [6.2.1.5] The initial oil configuration \mathbb{O}(t_{0}) may or may not be percolating. [6.2.1.6] The desaturation protocol

\displaystyle\mathbb{O}(t_{{k-1}})=\text{arbitrary}, \displaystyle 1\leq k\leq M (38a)
\displaystyle\mathbb{W}(t_{{k-1}})=\text{arbitrary}, \displaystyle 1\leq k\leq M (38b)
\displaystyle Q_{\mathbb{O}}(t)=0, \displaystyle t_{{k-1}}\leq t\leq t_{k} (38c)
\displaystyle Q_{\mathbb{W}}(t)=Q_{k}\;\chi\rule[-4.3pt]{0.0pt}{8.6pt}_{{[t_{{k-1}},t_{k}]}}(t), \displaystyle t_{{k-1}}\leq t\leq t_{k} (38d)
\displaystyle Q_{k}\leq Q_{{k+1}}, \displaystyle 1\leq k\leq M-1 (38e)

will be referred to as DO/WI (discontinuous oil/water injection). [6.2.1.7] Here t_{k} is again chosen such that condition (37) holds i.e. one waits sufficiently long until the oil production O_{\mathbb{O}}(t) after step k-1 has ceased. [6.2.1.8] For nonpercolating fluid configurations the applicability of eq. (23) and (28) is in doubt as emphasized in [40] and known from experiment [10].

[6.2.2.1] To exclude gravity effects the water flow direction is usually oriented perpendicular to gravity. [6.2.2.2] In addition the sample’s thickness parallel to gravity is chosen much smaller than the width of the capillary fringe \ell _{\mathbb{W}}=P_{\mathrm{b}}/(\varrho _{\mathbb{W}}g) where \varrho _{\mathbb{W}} is the mass density of water and g the acceleration of gravity to minimize saturation gradients due to gravity.

[6.2.3.1] Finally, a new protocol, introduced in [5], is used for application to experiment in the next section. [6.2.3.2] In [5] the cylindrical sample was oriented vertically, parallel to the direction of gravity in contradistinction to the conventional setup. [6.2.3.3] The wetting fluid was injected from the bottom against the direction of gravity. [6.2.3.4] The sample was always wetted by a water reservoir at the top. [6.2.3.5] The water pressure in the top reservoir was increasing during the experiment due to water accumulation. [6.2.3.6] A period of water injection was followed by a period of imaging the fluid distributions. [6.2.3.7] The new injection protocol resulting from these procedures is defined as

\displaystyle|\mathbb{O}(t_{0})|=(1-S_{{\mathbb{W}\,\mathrm{i}}})\;|\mathbb{P}| (39a)
\displaystyle|\mathbb{W}(t_{0})|=S_{{\mathbb{W}\,\mathrm{i}}}\;|\mathbb{P}| (39b)
\displaystyle\mathbb{O}(t_{{k-1}})=\text{arbitrary}, \displaystyle 1\leq k\leq M (39c)
\displaystyle\mathbb{W}(t_{{k-1}})=\text{arbitrary}, \displaystyle 1\leq k\leq M (39d)
\displaystyle Q_{\mathbb{O}}(t)=0 \displaystyle t_{{k-1}}\leq t\leq t_{k} (39e)
\displaystyle Q_{\mathbb{W}}(t)=Q_{k}\;\chi\rule[-4.3pt]{0.0pt}{8.6pt}_{{[t_{{k-1}},t_{k}]}}(t), \displaystyle t_{{k-1}}\leq t\leq t_{k} (39f)
\displaystyle Q_{{2k}}=0, \displaystyle 1\leq k\leq M/2 (39g)
\displaystyle Q_{{2k-1}}\leq Q_{{2k+1}}, \displaystyle 1\leq k\leq M/2 (39h)

[page 7, §0]    where t_{{2k+1}} is chosen subject to condition (37). [7.1.0.1] This protocol will be referred to as DO/IWI/G standing for discontinuous oil/interrupted water injection/gravity. [7.1.0.2] Note, however, that the oil configuration was typically percolating at t=t_{0}. [7.1.0.3] During the imaging intervals [t_{{2k-1}},t_{{2k}}] resaturation and relaxation processes may have changed the original fluid configuration and saturation as compared to the instant when the pump was switched off.

B Application to mesoscopic experiments [5]

[7.1.1.1] This section applies concepts and results from the preceding sections to recent highly advanced capillary desaturation experiments with simultaneous fast X-ray computed microtomography [5]. [7.1.1.2] The experiments in [5] used the DO/IWI/G-protocol defined in (39). [7.1.1.3] The experiment had M=5 steps with

\displaystyle Q_{k}=10^{{k-2}}\;\mu\mathrm{L/min}=1.6666\times 10^{{k-13}}\;\mathrm{m}^{{3}}\mathrm{s}^{{-1}} (40)
\displaystyle v_{{\mathbb{W}k}}=\frac{Q_{k}}{\phi A_{\mathbb{S}}}=4.17\times 10^{{k-8}}\;\mathrm{ms}^{{-1}}. (41)

as injection rates, respectively phase velocities. [7.1.1.4] After reaching stationary water flow without oil production, the nonwetting phase saturations remaining inside the sample were measured and found to be {S_{{\mathbb{O}}}}_{1}=0.75, {S_{{\mathbb{O}}}}_{2}=0.75, {S_{{\mathbb{O}}}}_{3}=0.5, {S_{{\mathbb{O}}}}_{4}=0.3, {S_{{\mathbb{O}}}}_{5}=0.2.

[7.1.2.1] The experiments were performed on sintered borosilicate glass commercially available as VitraPOR P2 from ROBU Glasfilter Geräte GmbH (Hattert, Germany). [7.1.2.2] A quadratic cross section of this porous medium with a sidelength of 2.6 mm is shown in Figure 1 to illustrate its pore structure. [7.1.2.3] The pore structure is less homogeneous than that of certain natural sandstones often used for pore scale and core scale studies. [7.1.2.4] A cylindrical specimen

\displaystyle\mathbb{S}=[0,L]\times\{ x\in\mathbb{R}^{2}:|x|\leq d\} (42)

of this porous medium with diameter

\displaystyle d=0.02523\;\mathrm{m}, (43a)

length

\displaystyle L=0.08778\;\mathrm{m} (43b)

and total volume |\mathbb{S}|=4.3885\times 10^{{-5}}\;\mathrm{m}^{3} was measured to have a pore volume of |\mathbb{P}|=1.4090\times 10^{{-5}}\;\mathrm{m}^{3} and a grain volume of |\mathbb{M}|=2.9795\times 10^{{-5}}\;\mathrm{m}^{3}. [7.1.2.5] Its porosity and Klinkenberg corrected air permeability

\displaystyle\phi=0.321 (44a)
\displaystyle k=8.952\times 10^{{-12}}\;\mathrm{m}^{{2}} (44b)

correspond to a well permeable, medium to coarse grained sandstone. [7.1.2.6] Mercury injection porosimetry was performed on this sample. [7.1.2.7] It showed a breakthrough pressure of P_{\mathrm{b}}^{\mathrm{Hg}}\approx 2584\;\mathrm{Pa} resulting in a typical pore size of roughly 56\;\mu\mathrm{m} if

\displaystyle\sigma _{\mathrm{Hg}}=0.48\;\mathrm{Nm}^{{-1}} (45a)
\displaystyle\vartheta _{\mathrm{Hg}}=139^{\circ} (45b)

are used for the surface tension and contact angle of mercury. [7.2.0.1] The capillary desaturation experiments in [5] were performed using n-decane as the nonwetting fluid \mathbb{O} and water with CsCl as contrast agent as the wetting fluid \mathbb{W}. [7.2.0.2] The mercury pressures can be rescaled with

\displaystyle\sigma _{{\mathbb{W}\mathbb{O}}}=0.03\;\mathrm{Nm}^{{-1}} (46a)
\displaystyle\vartheta _{{\mathbb{W}\mathbb{O}}}\approx 35^{\circ} (46b)

to the water/n-decane system according to

{P_{\mathrm{c}}}(S)=\frac{\sigma _{{\mathbb{W}\mathbb{O}}}\cos(\vartheta _{{\mathbb{W}\mathbb{O}}})}{\sigma _{\mathrm{Hg}}\cos(\vartheta _{\mathrm{Hg}})}{{P_{\mathrm{c}}}^{\mathrm{Hg}}}(S) (47)

if Leverett-J-function scaling is assumed to to be valid. [7.2.0.3] The rescaled mercury drainage pressure function in the range up to 3086 Pa is shown in the upper part of Figure 2 with crosses. [7.2.0.4] For subsequent computations the imbibition curve and the relative permeabilties shown in Figure 2 had to be assumed theoretically, because experimental data were not available. [7.2.0.5] The particular choice for their functional form will influence the numerical results, but is not important for our theoretical argument. [page 8, §0]    [8.1.0.1] The fluid viscosities were

\displaystyle\mu _{\mathbb{W}}=0.89\times 10^{{-3}}\;\mathrm{Pas} (48a)
\displaystyle\mu _{\mathbb{O}}=3.0\times 10^{{-3}}\;\mathrm{Pas}. (48b)

for water denoted \mathbb{W} and n-decane denoted as \mathbb{O}.

[8.1.1.1] The capillary desaturation experiments in [5] were performed not on the full sample \mathbb{S}, but on a small subset of \mathbb{S}. [8.1.1.2] That cylindrical subsample had

\displaystyle d \displaystyle=0.004\;\mathrm{m} (49a)
\displaystyle L \displaystyle=0.01\;\mathrm{m} (49b)
\displaystyle A_{\mathbb{S}} \displaystyle=1.26\times 10^{{-5}}\;\mathrm{m}^{2} (49c)

where A_{\mathbb{S}} denotes the cross sectional area{}^{3} .
3: Assuming perfect isotropy the dimensionless aspect ratio matrix becomes diagonal with \widehat{\mathbf{A}}=\mathrm{diag}(1.99,1.99,0.25) according to eq. (28) in [40]. Because of the ratio of A_{{xx}}/A_{{zz}}\approx 8 it should be kept in mind that geometric factors can change the force balance by an order of magnitude.

[8.1.2.1] The resulting microscopic capillary numbers were{}^{4}\

\widetilde{\mathrm{Ca}}_{{\mathbb{W}k}}=\frac{\mu _{\mathbb{W}}v_{{\mathbb{W}k}}}{\sigma _{{\mathbb{W}\mathbb{O}}}}=1.23\times 10^{{k-9}} (50)

with k=1,2,3,4,5.
4: These capillary numbers differ from those shown in Figure 1 of [5] by a factor \phi.
[8.1.2.2] To compute the macroscopic capillary number from (28) the characteristic pressure P_{\mathrm{b}} is taken from the rescaled drainage curve in the upper part of Figure 2 as

P_{\mathrm{b}}\approx 1753\;\text{Pa}. (51)
Figure 2: Capillary pressure {P_{\mathrm{c}}}_{j}(S) and relative permeabilities k^{r}_{{i\, j}}(S) for drainage (symbols, j=dr) and imbibition (smooth solid, j=im) i=\mathbb{W},\mathbb{O}. The capillary pressure for drainage is obtained from mercury porosimetry on VitraPOR P2 by rescaling according to eq. (47) with a Leverett-J-function Ansatz. The imbibtion curve and all relative permeabilities shown were specified theoretically, because experimental data were not available. Their values shown here are typical and were used in all computations.

[8.1.2.3] With this the macroscopic capillary numbers for the L=8.778\;\mathrm{cm}-sample are

\mathrm{Ca}_{{\mathbb{W}k}}=\frac{\mu _{\mathbb{W}}\,\phi\, v_{\mathbb{W}}\, L}{k\, P_{\mathrm{b}}}\approx 6.60\times 10^{{k-5}} (52)

for k=1,2,3,4,5, while

\mathrm{Ca}_{{\mathbb{W}k}}=7.52\times 10^{{k-6}} (53)

for the 1\;\mathrm{cm}-sample. [8.1.2.4] Note, that the width \ell _{\mathbb{W}} of the capillary fringe of water

\ell _{\mathbb{W}}=\frac{P_{\mathrm{b}}}{\varrho _{\mathbb{W}}g}\approx 0.179\;\mathrm{m} (54)

is around 18\;\mathrm{cm}, where \varrho=1000\;\mathrm{kgm}^{{-3}} is the density of water and g is the acceleration of gravity.

[8.1.3.1] Figure 3 compares the experimental observations to the theoretical predictions. [8.1.3.2] Assuming L to be fixed, the theoretically predicted capillary desaturation curve {S_{{\mathbb{O}}}}(\mathrm{Ca}_{\mathbb{W}};F) for fixed force balance F is obtained from the solution S(\mathrm{Ca}_{\mathbb{W}};F) of eq. (27)

\displaystyle F=f_{\mathbb{W}}(S,\mathrm{Ca}_{\mathbb{W}}) (55)

as {S_{{\mathbb{O}}}}(\mathrm{Ca}_{\mathbb{W}};F)=1-S(\mathrm{Ca}_{\mathbb{W}};F). [8.1.3.3] Figure 3 shows two capillary desaturation curves {S_{{\mathbb{O}}}}(\mathrm{Ca}_{\mathbb{W}};1) for water injection into continuous oil according to the CO/WI-protocol (36). [8.1.3.4] One curve (crosses) represents drainage, while the solid curve represents imbibition. [8.2.0.1] Crosses are computed using the rescaled mercury drainage pressures and relative permeabilities for drainage shown in Fig. 2. [8.2.0.2] The solid curve without symbols is computed from the imbibition curves in Fig. 2. [8.2.0.3] The values of S_{{\mathbb{O}\,\mathrm{r}}}=0.15 and 1-S_{{\mathbb{W}\,\mathrm{i}}}=0.75 are indicated by dashed horizontal lines.

[8.2.1.1] If all assumptions underlying the traditional equations and the derivations of {S_{{\mathbb{O}}}}(\mathrm{Ca}_{\mathbb{W}};F) hold true, then the experimental results are expected to fall in between the two limiting drainage and imbibition curves. [8.2.1.2] To test this expectation Figure 3 shows three experimental capillary desaturation correlations. [8.2.1.3] The experimental values {S_{{\mathbb{O}}}}_{k} with k=1,2,3,4,5 are plotted as squares against \widetilde{\mathrm{Ca}}_{{\mathbb{W}\, k}} from eq. (50), as triangles against \mathrm{Ca}_{{\mathbb{W}\, k}} from eq. (53), and as circles against \mathrm{Ca}_{{\mathbb{W}\, k}} from eq. (52). [8.2.1.4] This comparison between theory and experiment rules out the use of microscopic capillary number \widetilde{\mathrm{Ca}}_{{\mathbb{W}\, k}} as abscissa in capillary desaturation curves. [8.2.1.5] The misleading use of this number is still widely spread in current literature although it has been criticized already in [9, 32]. [8.2.1.6] The comparison with \mathrm{Ca}_{{\mathbb{W}\, k}} confirms the predictions of traditional two phase flow theory as far as orders of magnitude are concerned. [8.2.1.7] However, it must be emphasized that the comparison uses the CO/WI-protocol for theory, but the DO/IWI/G-protocol for experiment. [8.2.1.8] The theoretical predictions restrict capillary desaturation curves to the region \mathrm{Ca}_{\mathbb{W}}<1. [8.2.1.9] This prediction is a consequence of the fact that the traditional theory cannot account for disconnected nonpercolating fluid parts. [page 9, §0]    [9.1.0.1] Figure 3 represents, to the best of our knowledge, the first example in which bounds for capillary desaturation curves have been predicted based solely on the constitutive functions of the traditional two phase flow theory.

C Predictions for new experiments

[9.1.1.1] This subsection introduces for the first time continuous mode capillary saturation experiments in analogy to capillary desaturation experiments. [9.1.1.2] The new saturation protocol is defined as

\displaystyle\mathbb{O}(t_{{k-1}})=\mathbb{P}, (56a)
\displaystyle\mathbb{W}(t_{{k-1}})=\emptyset, (56b)
\displaystyle Q_{\mathbb{O}}(t)=Q_{k}\;\chi\rule[-4.3pt]{0.0pt}{8.6pt}_{{[t_{{k-1}},t_{k}]}}(t), \displaystyle t_{{k-1}}\leq t\leq t_{k} (56c)
\displaystyle Q_{\mathbb{W}}(t)=0, \displaystyle t_{{k-1}}\leq t\leq t_{k} (56d)

where 1\leq k\leq M. [9.1.1.3] For each fixed k the time t_{k} is chosen such that

\displaystyle[t_{{k-1}},t_{k}]\setminus\mathrm{supp}\, O_{\mathbb{W}}(t)\neq\emptyset, (57)

holds, i.e. such that the water production has ceased. [9.1.1.4] The saturation protocol (56) will be referred to as CO/OI-protocol (continuous oil/oil injection). [9.1.1.5] To the best of our knowledge such capillary saturation experiments with CO/OI-protocol have not been performed.

[9.1.2.1] During the CO/OI-protocol the water phase is kept at a sufficiently high ambient pressure so that water can enter the sample while oil is injected. [9.1.2.2] If the ambient pressure is sufficiently high and the oil injection rates are small, the resulting displacement process is expected to show strongly interacting mesoscopic cluster dynamics with numerous breakup and coalescence processes of mesoscopic clusters.

[9.1.3.1] Applying the theoretical prediction from eq. (27) yields capillary saturation curves {S_{{\mathbb{O}}}}(\mathrm{Ca}_{\mathbb{O}};F) for fixed force balance F from solutions S(\mathrm{Ca}_{\mathbb{O}};F) of the equation

\displaystyle F=f_{\mathbb{O}}(S,\mathrm{Ca}_{\mathbb{O}}) (58)

as {S_{{\mathbb{O}}}}(\mathrm{Ca}_{\mathbb{O}};F)=1-S(\mathrm{Ca}_{\mathbb{O}};F) analogous to capillary desaturation curves shown in Figure 3. [9.1.3.2] The theoretically predicted bounding capillary saturations curves S(\mathrm{Ca}_{\mathbb{O}};1) for drainage (crosses) and imbibition (solid curve) are displayed in Figure 4 using again the function {P_{\mathrm{c}}},{k^{r}_{{\mathbb{W}}}},{k^{r}_{{\mathbb{O}}}} shown in Figure 2. [9.1.3.3] Experiments following the CO/OI-protocol are expected to fall in between these two limiting curves. [9.1.3.4] Figure 4 shows that the region between the curves becomes narrow for \mathrm{Ca}_{\mathbb{O}}\approx 0.1 or 0.3\leq{S_{{\mathbb{O}}}}\leq 0.7 for the chosen parameters. [9.1.3.5] In this region strongly interacting mesoscopic clusters are expected to arise from strongly fluctuating breakup ond coalescence of oil ganglia. [9.1.3.6] This expectation is consistent with theoretical network modeling in [44] and with recent experimental observations of two temporal regimes of percolating and nonpercolating fluid flow during imbibition into Gildehauser sandstone in [45].

Figure 3: Two theoretical capillary desaturation curves {S_{{\mathbb{O}}}}(\mathrm{Ca}_{\mathbb{W}};1) for water injection into continuous oil according to the CO/WI-protocol (36) with force balance F=1. One curve (crosses) assumes drainage the other curve (solid) uses imbibition. The lower plateau value of the imbibition curve (solid) is given by the the zero of {P_{\mathrm{c}}}^{{\mathrm{imb}}} (see eq. (60)). At this saturation F=\infty diverges and below it \mathrm{Ca}_{\mathbb{W}} cannot be expected to repesent the correct force balance (due to breakup of the nonwetting phase into disconnected ganglia). Crosses are computed using the rescaled mercury drainage pressures and relative permeabilities for drainage shown in Fig. 2. The solid curve without symbols is computed from the imbibition curves in Fig. 2. Also shown are three experimental capillary desaturation corrrelations plotting the experimental values {S_{{\mathbb{O}}}}_{k} with k=1,2,3,4,5 as squares against \widetilde{\mathrm{Ca}}_{\mathbb{W}} from eq. (50), as triangles against \mathrm{Ca}_{\mathbb{W}} from eq. (53), and as circles against \mathrm{Ca}_{\mathbb{W}} from eq. (52).