Reservoir Rock Mechanics Relative Permeability PDF

RESERVOIR ROCK MECHANICS RELATIVE PERMEABILITY 20TH July-3RD August 2019 l SCHOOL OF CHEMICAL & ENERGY ENGINEERING l FACULTY OF ENGINEERING SUMMER SCHOOL: OIL & GAS LEARNING EXPERIENCE 2019 www.utm.my Innovative · Entrepreneurial · Global SUMMER SCHOOL: OIL & GAS LEARNING EXPERIENCE 2019 Relati...

RESERVOIR ROCK MECHANICS RELATIVE PERMEABILITY 20TH July-3RD August 2019 l SCHOOL OF CHEMICAL & ENERGY ENGINEERING l FACULTY OF ENGINEERING SUMMER SCHOOL: OIL & GAS LEARNING EXPERIENCE 2019 www.utm.my Innovative · Entrepreneurial · Global SUMMER SCHOOL: OIL & GAS LEARNING EXPERIENCE 2019 Relative Permeability Relative permeability • Definition of relative permeability • Laboratory method of measuring relative permeabilities • Effect of wettability • Factors affecting relative permeability • Correlations • Averaging www.utm.my Innovative · Entrepreneurial · Global It is expected that students will be able to: • define relative permeability of rock to a particular fluid for multi-phase fluid flow system • draw relative permeability curves • describe relative permeability measurements using Steady State and Un-Steady State Flow techniques • explain the effect of rock wettability on relative permeabilities and draw the relevant graph • explain factors affecting relative permeability • estimate relative permeabilities using published correlations, such as Stone, Corey, and NPC. • calculate and draw curves for relative permeability. Definition Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Give the accurate definition of relative permeability.. • Determination of relative permeability in lab. Introduce the steady state and unsteady state methods, their strength and weaknesses. • Factors influencing relative perm Discuss the effect of wettability, drainage process, imbibition process and connate water. • Correlations Discuss and apply the correlations to estimate relative perm. SUMMER SCHOOL: OIL & GAS LEARNING EXPERIENCE 2019 Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Concept If two or more fluid flow through a porous media, each fluid will flow according to Darcy’s Law. kw A ∆p qw = µ ∆L ko A ∆p qo = µ ∆L kg A ∆p qg = µ ∆L Saturated with water, oil and gas Theory Relative Permeability vos = − ko  dPo dz − πo g   ds  µ  ds vws = − www.utm.my Innovative · Entrepreneurial · Global kw  dPw dz − πw g   ds  µ  ds ko = porosmedia effective permeability to oil kw = porosmedia effective permeability vgs = − kg  dPg dz   − πg g  µ  ds ds  vos = oil phase velocity vws = water phase velocity vgs = gas phase velocity to water kg = porosmedia effective permeability to gas dPo = oil phasepressuregradient ds dPw = water phasepressuregradient ds dPg = gas phasepressuregradient ds Theory Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Effective permeability is the ability of a porous media to flow a fluid in the presence of one or more other fluids. The effective permeability to the fluid depends on -the amount or saturation of that fluid in the porous media -Wettability characteristics of the porous media -Saturation history Theory Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Relative permeability The effective permeability is usually presented in term of relative permeability. Relative permeability is the ratio of the effective permeability to a base permeability. For example, The ratio of effective permeability compared to absolute permeability kr = keffective k absolute or, The ratio of effective permeability to the effective permeability of non-wetting phase at irreducible wetting phase saturation. kr = keffective knw@ Swir Relative Permeability Curve Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Effective permeability ka Sw 0.1 0.206 0.316 0.4 0.5 0.6 0.7 0.8 250 400 md Keffnw 200 118.7 64.9 44.2 25.1 8.8 3.7 0 Keffw 0 4.4 13.3 20.6 29.5 43.5 61.2 100 200 150 100 50 0 0 0.2 0.4 Keffnw 0.6 0.8 Keffw 1 Relative Permeability Curve Relative Permeability ka Sw 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 Innovative · Entrepreneurial · Global kr = k effective wrt k absolute 400 md Keffnw 200 118.7 64.9 40 21 8.8 3.7 0 www.utm.my Keffw 0 4.4 13.3 20.6 29.5 43.5 61.2 100 keff/ka krnw krw 0.5 0 0.29675 0.011 0.16225 0.03325 0.1 0.0515 0.0525 0.07375 0.022 0.10875 0.00925 0.153 0 0.25 0.6 0.5 0.4 0.3 0.2 0.1 0 0 0.2 0.4 0.6 krnw krw 0.8 1 Relative Permeability Curve Relative Permeability Sw 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 Keffnw 200 118.7 64.9 40 21 8.8 3.7 0 Keffw 0 4.4 13.3 20.6 29.5 43.5 61.2 100 keff/knw(Swir) krnw krw 1 0 0.5935 0.022 0.3245 0.0665 0.2 0.103 0.105 0.1475 0.044 0.2175 0.0185 0.306 0 0.5 www.utm.my Innovative · Entrepreneurial · Global k relative = k effective wrt knw(Swir) 1.2 1 0.8 0.6 0.4 0.2 0 0 0.5 krnw 1 Relative Permeability Curve Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Point 1 - on the wetting phase relative permeability curve shows that a small saturation of nonwetting phase will drastically reduced the relative permeability of the wetting phase (the nonwetting phase occupies the larger pore spaces, and it is in the large pore spaces that flow occurs with the least difficulty. Point 2 - on the nonwetting phase relative permeability curve shows that the nonwetting phase begins to flow at relatively low saturation of the nonwetting phase. The saturation of the oil at this point is called critical oil saturation Soc. Relative Permeability Curve Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Point 3 - on the wetting phase relative permeablity curve shows that the wetting phase will cease to flow at a relatively large saturation (the wetting phase preferentially occupies smaller pore space, where capillary forces are the greatest). The saturation of the water at this point is refered to as the irreducible water saturation Swir (ketepuan air tak terkurang) Point 4 - on the nonwetting phase relative permeability curve shows that, at low saturations of the wetting phase, change in the wetting phase saturation have only small effect on the magnitude of the nonwetting phase relative permeability curve ( at low saturations the wetting phase fluid occupies the small pore spaces which do not contribute materially to flow, and therefore changing the saturation in the small pore spaces has relatively small effect on the flow of the nonwetting phase). Relative Permeability Curve Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Write your own note on Gas-oil relative permeability curves Effect of Res. Parameters on kr Relative Permeability 2 reservoir parameters considered: 1. Saturation history drainage imbibition 2. Rock wettability water wet rock oil wet rock www.utm.my Innovative · Entrepreneurial · Global Effect of Res. Parameters on kr Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Saturation history 2 types of saturation history Drainage process - Porous rocks is initially saturated with wetting fluid. The wetting fluid was then displaced with non-wetting fluid. This process, displacement of wetting phase by non-wetting phase, is called drainage process. Example – A water-wet rock that was saturated with water. Oil is then injected into the rock and displacing the water. The oil was non-wetting relative to water. Imbibition process - Porous rocks is initially saturated with non-wetting fluid. The non-wetting fluid was then displaced with wetting fluid. This process, displacement of non-wetting phase by wetting phase, is called imbibition process. Example – An water-wet rock was saturated with oil. Water is then injected into the rock and displacing the oil. The oil was non-wetting relative to water. Effect of Res. Parameters on kr Relative Permeability Saturation history Hysteresis: refers to irreversibility or path dependence. Drainage relative permeability curve is higher than the imbibition curve for non-wetting phase. www.utm.my Innovative · Entrepreneurial · Global Effect of Res. Parameters on kr Relative Permeability Rock wettability Several important differences between oil-wet curves and water-wet curves are generlly noted: a. The water saturation at which oil and water permeabilities are equal (intersection point of curves) will generally be greater than 50% for water-wet system and less than 50% for oil-wet system. b. The connate water saturation for a water-wet system will generally be greater than 20%, whereas, for oil wet-systems, it will normally be less than 15%. c. The relative permeability to water at maximum water saturation (residual oil saturation) will be less than about 0.3 for a water-wet system, but will be greater than 0.5 for oil-wet systems. www.utm.my Innovative · Entrepreneurial · Global Relative Permeability Correlation Relative Permeability Two-phase relative permeability correlations There are several correlations, among them are: a. Wyllie and Gardner Correlation (1958) b. Torcaso and Wyllie Correlation (1958) c. Pirson's Correlation (1958) d. Corey's Method (1954) www.utm.my Innovative · Entrepreneurial · Global Relative Permeability Correlation Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Two-phase relative permeability correlations (cont.) These correlations use the effective phase saturation as the correlating parameter. S S = 1− S * S −S S = 1− S * o o w wc w wc wc So*, Sw*, S g* = Effective oil, water and gas saturation So, Sw, Sg = Oil, water and gas saturation Swc = Connate (irreducible) water saturation S = * g S g 1− S wc Relative Permeability Correlation Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Two-phase relative permeability correlations (cont.) a. Wyllie and Gardner Correlation (1958) Types of formation kro krw Unconsolidated sand, well sorted (1− S ) Unconsolidated sand, poorly sorted (1− S ) (1− S ) (S ) Cemented sandstone, oolitic limestone * (S ) 3 * w w * w 2 *1.5 w 2 (1− S * ) 2 (1− S* ) o 3 w * 3.5 o (S ) * o 4 Relative Permeability Correlation Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Two-phase relative permeability correlations (cont.) a. Wyllie and Gardner Correlation (1958) (cont.) Types of formation kro krg Unconsolidated sand, well sorted (S ) (1− S ) Unconsolidated sand, poorly sorted (S ) (1− S ) (1− S ) Cemented sandstone, oolitic limestone (S ) * * 3 o * o 3.5 o * o 3 * 2 o 4 *1.5 o (1− S ) (1− S ) * o 2 *2 o Relative Permeability Correlation Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Two-phase relative permeability correlations (cont.) a. Wyllie and Gardner Correlation (1958) (cont.) If one relative permeability is available System kr Oil-water system  S  k = (S ) − k 1 − S    * * rw w 2 w ro * w  S  k = (S ) − k 1 − S    * Gas-oil system * ro o o rg * o Relative Permeability Correlation Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Two-phase relative permeability correlations (cont.) b. Torcaso and Wyllie Correlation (1958) kro in a gas-oil system. kro is calculated from the measurements of krg.  (S ) k =k  (1− S ) (1− (S * 4 o ro rg * o 2 * o  ) ) 2 Relative Permeability Correlation Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Two-phase relative permeability correlations (cont.) c. Pirson's Correlation (1958) Process Imbibition Wetting phase k = (S ) S rw Nonwetting phase * 3 w w (k ) r nonwetting 1  S − S =  − 1− S − S      )[1−(S ) S w wc wc Drainage k = (S ) S rw * 3 w w (k ) r nonwetting 2 = (1− S * w nw * w 0.25 ] .0.5 w Relative Permeability Correlation Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Two-phase relative permeability correlations (cont.) d. Corey's Method (1954) A simple mathematical expression for generating the relative permeability data for the oil-gas system. The approximation is good for drainage processes, i.e gas-displacing oil. k = (1− S ro ) * 4 g k = (S ) (2 − S rg * 3 * g g ) Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Example Generate the relative permeability data for an unconsolidated well-sorted sand by using the Wyllie and Gardner method. Assume the following critical saturation values: Soc = 0.3, Swc = 0.25, Sgc = 0.05 Solution Drainage oil-water system k = (1− S ) * ro w k = (S ) * rw w 3 3 Drainage oil-gas system k = (S ) * ro 3 k = (1− S ) * rg S = * o 3 o o S = * g S 1− S S o S −S S = 1− S * w wc w wc g 1− S wc wc Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Oil-water relative permeability k = (1− S ) * ro w k = (S ) * rw 3 w S = * g S Sw 0.25 0.31 0.37 0.45 0.52 0.60 0.67 0.70 Sw* 0.0000 0.0857 0.1607 0.2607 0.3607 0.4607 0.5607 0.6000 * 1− S Soc 0.30 Swc 0.25 Sgc 0.05 S = g o wc S 1− S S = * o w wc wc kro 0.8 krw 0.0000 0.0006 0.0042 0.0177 0.0469 0.0978 0.1763 0.2160 w wc 1.0 0.9 kro 1.000 0.764 0.591 0.404 0.261 0.157 0.085 0.064 S −S 1− S krw 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0.0 0.0 0.2 0.4 0.6 Sw 0.8 Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Oil-gas relative permeability k = (1− S ) * rg 3 o Sg 0.05 0.11 0.16 0.22 0.29 0.36 0.42 0.45 k = (S ) * ro Soc Swc Sgc 0.30 0.25 0.05 So 0.7000 0.6429 0.5929 0.5262 0.4595 0.3929 0.3262 0.3000 So* 0.933 0.857 0.790 0.702 0.613 0.524 0.435 0.400 3 S = * g o S 1− S S = * g o wc S 1− S S = * o w wc S −S 1− S w wc 1.0 kro 0.9 krg 0.8 kro 0.813 0.630 0.494 0.345 0.230 0.144 0.082 0.064 krg 0.000 0.003 0.009 0.027 0.058 0.108 0.180 0.216 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0.0 0.00 0.10 0.20 0.30 wc 0.40 Sg 0.50 Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Example Generate the relative permeability data for an unconsolidated well-sorted sand by using the Pirson's method for water-oil system. Assume the following critical saturation values: Soc = 0.3, Swc = 0.25, Sgc = 0.05 Solution Process Imbibition Wetting phase k = (S ) S rw Nonwetting phase * 3 w w (k ) r nonwetting   S − S  = 1− 1 − S − S     w wc wc Drainage k = (S ) S rw * 3 w w (k ) r nonwetting = (1− S * w 2 nw )[1−(S ) * w 0.25 S ] .0.5 w Relative Permeability www.utm.my Innovative · Entrepreneurial · Global S −S S = 1− S Oil-water relative permeability (assume oil-wet system) k = (S ) S rw * 3 w w (k ) Soc 0.30 Swc 0.25 Sgc 0.05 Sw 0.25 0.31 0.37 0.45 0.52 0.60 0.67 0.70 Sw* 0.0000 0.0857 0.1607 0.2607 0.3607 0.4607 0.5607 0.6000 r nonwetting [ = (1− S )1− (S ) * w * w 0.25 S * ] wc 1.0 Pirson's krw kro 0.000 1.000 0.009 0.763 0.020 0.658 0.045 0.535 0.085 0.424 0.143 0.325 0.226 0.237 0.266 0.205 0.9 krw kro 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0.0 0.0 0.2 0.4 wc w .0.5 w w 0.6 0.8 Sw 1.0 Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Example Use Corey's approximation to generate the gas-oil relative permeability for a formation with connate water saturation 0.25. Solution k = (1− S ro ) * 4 g k = (S ) (2 − S rg * 3 * g g ) Relative Permeability Gas-oil relative permeability k = (1− S ro ) * 4 g k = (S rg Soc 0.30 Swc 0.25 Sgc 0.05 Sg 0.05 0.14 0.22 0.33 0.44 0.55 0.66 0.70 Sg* 0.0667 0.1905 0.2988 0.4433 0.5877 0.7321 0.8766 0.9333 kro 0.759 0.429 0.242 0.096 0.029 0.005 0.000 0.000 krg 0.001 0.013 0.045 0.136 0.287 0.498 0.757 0.867 * g www.utm.my Innovative · Entrepreneurial · Global S = ) (2 − S ) 3 S * g * g g 1− S wc 1.0 kro 0.9 krg 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0.0 0 0.2 0.4 0.6 0.8 Sg 1 Relative Permeability www.utm.my Innovative · Entrepreneurial · Global NORMALIZATION AND AVERAGING • Results of relative permeability tests performed on several core samples of a reservoir rock often vary. • It is necessary to average the relative permeability data obtained on individual rock samples. • Prior to usage for oil recovery prediction, the relative permeability curves should first be normalized to remove the effect of different initial water and critical oil saturations. • The relative permeability can then be de-normalized and assigned to different regions of the reservoir based on the existing critical fluid saturation for each reservoir region. Relative Permeability www.utm.my Innovative · Entrepreneurial · Global • The most generally used method adjusts all data to reflect assigned end values, determines an average adjusted curve and finally constructs an average curve to reflect reservoir conditions. • These procedures are commonly described as normalizing and de-normalizing the relative permeability data. Relative Permeability www.utm.my Innovative · Entrepreneurial · Global For a water-oil system: Step 1. Select several values of Sw starting at Swc (column 1), and list the corresponding values of kro and krw in columns 2 and 3. Step 2. Calculate the normalized water saturation S*w for each set of relative permeability curves and list the calculated values in column 4 by using the following expression: where ; Soc =Critical oil saturation Swc = Connate water saturation S*w = Normalized water saturation Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Step 3. Calculate the normalized relative permeability for the oil phase at different water saturation by using the relation (column 5): where kro = relative permeability of oil at different Sw, (kro)Swc = relative permeability of oil at connate water saturation: kr*o = normalized relative permeability of oil. Step 4. Normalize the relative permeability of the water phase by applying the following expression and document results of the calculation in column 6. where (krw)Soc is the relative permeability of water at the critical oil saturation. Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Step 5. Using regular Cartesian coordinate, plot the normalized kro* and krw* versus Sw* for all core samples on the same graph. Step 6. Determine the average normalized relative permeability values for oil and water as a function of the normalized water saturation by select arbitrary values of Sw* and calculate the average of kro* and krw* by applying the following relationships: and where n = total number of core samples, hi = thickness of sample i, ki = absolute permeability of sample i. Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Step 7. The last step in this methodology involves de-normalizing the average curve to reflect actual reservoir and conditions of Swc and Soc. These parameters are the most critical part of the methodology and, therefore, a major effort should be spent in determining representative values. The Swc and Soc are usually determined by averaging the core data, log analysis, or correlations, versus graphs, such as: (kro)Swc vs. Swc, (krw)Soc vs. Soc, and Soc vs. Swc which should be constructed to determine if a significant correlation exists. Often, plots of Swc and Sor versus log (k/Ф)0.5 may demonstrate a reliable correlation to determine end-point saturations as shown schematically in Figure 5-8. When representative end values have been estimated, it is again convenient to perform the denormalization calculations in a tabular form as illustrated below: Relative Permeability www.utm.my Innovative · Entrepreneurial · Global where (kro)Swc and (krw)Soc are the average relative permeability of oil and water at connate water and critical oil, respectively, and given by: Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Relative Permeability www.utm.my Innovative · Entrepreneurial · Global Relative Permeability www.utm.my Innovative · Entrepreneurial · Global