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Thermal recovery processes for heavy oil exploitation involve three-phase flow at elevated temperatures. The mathematical modeling of such processes necessitates the account of changes in the rock–fluid system’s flow behavior as the temperature rises. To this end, numerous studies on effects of the temperature on relative permeabilities have been reported in the literature. Compared to studies on the temperature effects on oil/water-relative permeabilities, studies (and hence, data) on gas/oil-relative permeabilities are limited. However, the role of temperature on both gas/oil and oil/water-relative permeabilities has been a topic of much discussion, contradiction and debate. The jury is still out, without a consensus, with several contradictory hypotheses, even for the limited number of studies on gas/oil-relative permeabilities. This study presents a critical analysis of studies on gas/oil-relative permeabilities as reported in the literature, and puts forward an undeniable argument that the temperature does indeed impact gas/oil-relative permeabilities and the other fluid–fluid properties contributing to flow in the reservoir, particularly in a thermal recovery process. It further concludes that such thermal effects on relative permeabilities must be accounted for, properly and adequately, in reservoir simulation studies using numerical models. The paper presents a review of most cited studies since the 1940s and identifies the possible primary causes that contribute to contradictory results among them, such as differences in experimental methodologies, experimental difficulties in flow data acquisition, impact of flow instabilities during flooding, and the differences in the specific impact of temperature on different rock–fluid systems. We first examined the experimental techniques used in measurements of oil/gas-relative permeabilities and identified the challenges involved in obtaining reliable results. Then, the effect of temperature on other rock–fluid properties that may affect the relative permeability was examined. Finally, we assessed the effect of temperature on parameters that characterized the two-phase oil/gas-relative permeability data, including the irreducible water saturation, residual oil saturation and critical gas saturation. Through this critical review of the existing literature on the effect of temperature on gas/oil-relative permeabilities, we conclude that it is an important area that suffers profoundly from a lack of a comprehensive understanding of the degree and extent of how the temperature affects relative permeabilities in thermal recovery processes, and therefore, it is an area that needs further focused research to address various contradictory hypotheses and to describe the flow in the reservoir more reliably.
Thermal recovery processes for heavy oil exploitation involve three-phase flow at elevated temperatures. The mathematical modeling of such processes necessitates the account of changes in the rock–fluid system’s flow behavior as the temperature rises. To this end, numerous studies on effects of the temperature on relative permeabilities have been reported in the literature. Compared to studies on the temperature effects on oil/water-relative permeabilities, studies (and hence, data) on gas/oil-relative permeabilities are limited. However, the role of temperature on both gas/oil and oil/water-relative permeabilities has been a topic of much discussion, contradiction and debate. The jury is still out, without a consensus, with several contradictory hypotheses, even for the limited number of studies on gas/oil-relative permeabilities. This study presents a critical analysis of studies on gas/oil-relative permeabilities as reported in the literature, and puts forward an undeniable argument that the temperature does indeed impact gas/oil-relative permeabilities and the other fluid–fluid properties contributing to flow in the reservoir, particularly in a thermal recovery process. It further concludes that such thermal effects on relative permeabilities must be accounted for, properly and adequately, in reservoir simulation studies using numerical models. The paper presents a review of most cited studies since the 1940s and identifies the possible primary causes that contribute to contradictory results among them, such as differences in experimental methodologies, experimental difficulties in flow data acquisition, impact of flow instabilities during flooding, and the differences in the specific impact of temperature on different rock–fluid systems. We first examined the experimental techniques used in measurements of oil/gas-relative permeabilities and identified the challenges involved in obtaining reliable results. Then, the effect of temperature on other rock–fluid properties that may affect the relative permeability was examined. Finally, we assessed the effect of temperature on parameters that characterized the two-phase oil/gas-relative permeability data, including the irreducible water saturation, residual oil saturation and critical gas saturation. Through this critical review of the existing literature on the effect of temperature on gas/oil-relative permeabilities, we conclude that it is an important area that suffers profoundly from a lack of a comprehensive understanding of the degree and extent of how the temperature affects relative permeabilities in thermal recovery processes, and therefore, it is an area that needs further focused research to address various contradictory hypotheses and to describe the flow in the reservoir more reliably.- relative permeability
- gas/liquid systems
- effect of temperature
- flow in porous media
- thermal recovery method
- gas/liquid systems
- effect of temperature
- flow in porous media
- thermal recovery method
Thermal recovery processes for heavy oil exploitation involve three-phase flow at elevated temperatures. The mathematical modeling of such processes necessitates the account of changes in the rock–fluid system’s flow behavior as the temperature rises. To this end, numerous studies on effects of the temperature on relative permeabilities have been reported in the literature. Compared to studies on the temperature effects on oil/water-relative permeabilities, studies (and hence, data) on gas/oil-relative permeabilities are limited. However, the role of temperature on both gas/oil and oil/water-relative permeabilities has been a topic of much discussion, contradiction and debate. The jury is still out, without a consensus, with several contradictory hypotheses, even for the limited number of studies on gas/oil-relative permeabilities. This study presents a critical analysis of studies on gas/oil-relative permeabilities as reported in the literature, and puts forward an undeniable argument that the temperature does indeed impact gas/oil-relative permeabilities and the other fluid–fluid properties contributing to flow in the reservoir, particularly in a thermal recovery process. It further concludes that such thermal effects on relative permeabilities must be accounted for, properly and adequately, in reservoir simulation studies using numerical models.
2. Introduction
The most comrmonly employed Enhanced Oil Recovery (EOR) techniques for heavy oil reservoir are thermal methods such as Steam Assisted Gravity Drainage (SAGD), Cyclic Steam Stimulation (CSS), and steam flooding, with the common key objective to improve the oil mobility through viscosity reduction using heat [1][2]. Thereal recovery processes fore, thermal methods are characterized by their high temperature [3]. The increase in temperature may significantly affect the prheavy operties of the reservoir rock and fluids; for example, pore geometry can be changed with the rise in temperature, which, in turn, can affect the fluid distribution and the flow performance [4][5][6]. The flul exploitation id properties such as density and viscosity, as well as the fluid/fluid and rock/fluid interaction characteristics, such as wettability and interfacial/surface tension would also change with temperature. Hence, the relative permeabilities to different fluids present in porous media representing the fluid flow behavior are likely to change with thevolve three-phase flow at elevated temperature. We also need to consider the steam flow in the rock, as the application of heat (through the injected steam) leads to a three-phase flow of oil, water and steams. The flow of steam comprising both the injected and in situ generated steam due to the heat mimics the gaseous phase. Therefore, it is envisaged that both steam/oil-relative permeabilities alongside water/oil-relative permeabilities control the flow during steam injection processes. In addition, we also need to account for the other effects such as change in rock and fluid properties with temperature [7] in the modeling of a thermal remathematical modeling of such procovery process.
An issusse arises in measuring the absolute permeability with gas at a low-pressure because of the slippage effect, which makes the absolute permeability measured with gas larger than what it could be with a liquid, as described by Klinkenberg [8]. However, Klinkenberg suggested that the gas slippage at the surnecessitates the account oface of the pore throats can be neglected if the pore size is large enough compared with the mean free path of gas molecules. With this assumption, the measured absolute permeability to gas can be similar to the measured absolute permeability to liquids [8][9][10]. This will machanges in the rocke the slippage ef–fect is more pronounced in pore-throats smaller in size or low-permeable reservoirs such as shale and tight gas/oil formations [9][10].
The knowleluidge of two-phase gas/oil-relative permeability is essential in predicting the fluid flsystem’s flow behavior and the ultimate oil recovery in thermal recovery processes [11][12]. The s the temperelative permeability characteristics are also formation-type dependent; they change from one formation to another due to the variation in the characteristics of the reservoir such as pore geometry, composition, lithology, pore size distribution, and fluid/rock or fluid/fluid interactions [11]. As stateure rises. To this end earlier, when the temperature increases, the fluid flow behavior may be altered by changes in one or more petrophysical characteristics.
Compared to the oil/water system, only a few stnumeroudies for the effect of temperature on rock–fluid characteristics in gas/oil systems have been reported [6][13][14][15][16][17]. Most have argstued that temperature’s impact on gas/oil systems was quite similar to that experienced in the water/oil systems. Table 1 summarizes some of the key results on the effect of temperature on two-phase-relative permeabilities for gas/oil systems.
Table 1. Summary oies on effects of the reported studies on the effect of temperature on gas/liquid-relative permeability.
| Authors | Year | Measurement Techniques | Porous Media | Type of System | Temperature Range (°C) | Effect of Temperature on Relative Permeability |
|---|---|---|---|---|---|---|
| Longeron [15] | 1980 | Unsteady-state | Core | Oil/Gas | 20–71 | kr of both phases increased |
| Berry et al. [14] | 1992 | Unsteady-state | Core | Oil/Gas | Ambient to 93 | kro increased and krg was independent |
| Muqeem (Ph.D. Thesis) [17] | 1994 | Unsteady-state | Core | Oil/Gas | 75–125 | kro has been increased but krg was not affected |
| Akhlaghinia et al. [13] | 2014 | Unsteady-state | Sand pack | Oil/CH4 gas | 28–52 | krg increased but kro decreased from 28 to 40 °C and then increased dramatically above 40 °C |
| Akhlaghinia et al. [13] | 2014 | Unsteady-state | Sand pack | Oil/CO2 gas | 28–52 | krg increased but kro decreased from 28 to 40 °C and then increased dramatically above 40 °C |
| Punase et al. [6] | 2014 | N/R | N/R | Oil/Gas | Not Reported | Both phases affected with temperature when wettability changed |
| Modaresghazani (Ph.D. Thesis) [16] | 2015 | Steady- and unsteady-state | Sand pack | Oil/Gas | Not Reported | Both kro and krg were affected |
3. Data, Model, Applications and Influences
3.1. Effect of Temperature on Gas/Oil-Relative Permeability Curves
3.1.1. Irreducible Water Saturation
A few studies [18][19][20] have suggested the dependency of irreducible water saturation on the pressure gradient developed in the porous medium during the oil injection. When similar flow rates are useen reported in oil injections at different temperatures, the pressure gradient becomes lower at higher tempethe literatures, especially in viscous oil systems, which increases the irreducible water saturation. Craig [21] . Compostulated that irreducible water saturation can also be related to the wettability of the formation rock. Narahara et al. [22] condred to stucted a study to understand the effect of irreducible water saturation on gas/liquid-relative permeability. Berea sandstone cores were used with refined white oil (20 cP at roomies on the temperature), which was displaced by air in the absence and presence of Siw. The two dif efferenct measurement techniques (gas flooding and centrifuge technique) were utilized for relative permeability measurements. The results showed a good match between the gas/liquids on oil/water-relative permeability data with both techniques in the absence of irreducible water saturation. Later, four gas floods were performed at four different initial water saturations in the gas/oil system. Figure 6 depicts the gas/liquid-relative permeability calculated from these gas flooding tests. In this figure, the initial water is used as the reference fluid, and relative permeability is plotted as a function of the total liquid (oil plus water) saturation. The oil-relative permeability data varied considerably at different initial water saturations, especially when the initial water saturation exceeded 18.5%. As seen in Figure 6, the gasies, studies (and hence, data) on gas/oil-relative permeability curves, at all values of the irreducible water saturation, are essentially identical which implies that gas-relative permeability is only a function of gas saturation. This can be rationalized as follows. The gas phase occupies the largest available pores in a water-wet system containing gas, oil, and water. The effective permeability to gas is governed by the ability of gas to flow through relatively few of the largest pores, while the oil flow occurs in both large pores and especially small pores where the presence of water phase acts as a barrier for the oil flow. This is not the case for the oil phase, as it shares the remaining pore space with water. At zero initial water saturation, all of the remaining pore space is open for the oil flow, which results in the highest relative permeability for oil at any given liquid saturation. As the initial water saturation increases, the fraction of available pore space to oil decreases. Consequently, the oil-relative permeability diminishes.
Figure 6. Effect of irreducible ies are limited. However, the role of temperature on both gas/oil and oil/water saturation on two-phase gas/oil-relative permeability [22].
Corey [23] simplified the analytical expression given by Kozeny–Carman for relating the gas/liquid-relative permeability to fluid saturation. Later, McNiel and Moss [24] extended the work cs has been arried out by Corey [23] and concluded that relative topermeability was a function of temperature. The reason given was that the residual oil saturation may decrease with an increase in temperature. Naar and Henderson’s [25] c of much discussimbibition model suggests the possibility that the irreducible water saturation might be a function of temperature as well. Davidson [26] , contradinvestigated the effect of temperature on relative permeability for both oil/water and gas/water systems. He reported that an increase in irreducible water saturation occurred with an increase in temperature for oil/water systems. However, there was no temperature impact on irreducible water saturation in gas/water systems. A similar observation has been reported by Lo et al. [27]. ion and debate. Table 5 lists the studies on the effect of irreducible water saturation on two-phase gas/oil-relative permeabilities.
Table 5. Effect of irreducibjury is stille water saturation on two-phase gas/oil-relative permeabilities.
| Authors | Year | Irreducible Water Saturation (Swir) Range (%) | Effect of Swir on Relative Permeability |
|---|---|---|---|
| Narahara et al. [22] | 1993 | 0–26.5 | Oil-relative permeability changed and no effect on gas-relative permeability has been observed |
| Corey [23] | 1954 | N/R | Liquid-relative permeability has been affected |
| Moss and McNiel [24] | 1959 | 0–13 | Relative permeability curves to both the phases gas and oil has been changed |
| Naar and Henderson’s [25] | 1961 | 6–18 | N/R |
| Davidson [26] | 1969 | 4–4.12 | N/R |
| Lo et al. [27] | 1973 | 5–523 | N/R |
| Berry et al. [14] | 1983 | 0.20–0.25 | Relative permeability curve for both the phase gas and oil has been changed. |
Berry et al. [14] performed few experiments for gas/liqouid-relative permeability and found that as the temperature elevated, the irreducible water saturation increased, as can be seen in Figure 7. They used different techniques to establish irreducible water saturation in their experiments, i.e., centrifuge drainage at 93 °C and oil flooding at ambient condition, but did not explain the reason for the increase in irreducible water saturation, without a consensus, with the temperature rise. However, a plausible reason for such increase in Siw was a reductiseveral con in the oil viscosity at high temperature. At 25 °C, the viscosity of oil was high and thus the oil was able to sweep the water to larger extent. However, the viscosity of oil decreased significantly at higher temperature which affected the sweep efficiency of oil and higher magnitude of irreducible water saturation was observed.
Figure 7.tradictory hypotheses, even Effect of temperature on irreducible water saturation, reported by Lo et al. [27] and Berry et al. [14].
Esmaeili et al. [28] stated that irreducible water saturator the lion depends on three parameters: wettability, pore geometry, and capillary ited number, all of which may change with temperature. Wettability may change due to the presence of chemical species like clay or asphaltene. Moreover, in clay-rich formations, it was observed that in-situ stresses might increase due to temperature, which may result in swelling and this might change the pore geometry of the formation [29][30]. How of studies on gas/oil-relative permever, the variation in such parameters (wettability and pore geometry) with temperature are not theoretically expected due to the absence of reactive minerals and adsorbed polar chemicals. Thus, the only remaining parameters that could be the reason for the change in irreducible water saturation with temperature is the variation in the capillary number.
3.1.2. Residual Oil Saturation
Among many studies on the effect of tembilities. This study perature on the two-phase flow that were published during the past sixty years, a large majority reported that the residual oil saturation decreased as temperature increased [28], aesents a crit least for the oil/water system. Nonetheless, several studies reported no change in residual oil saturation with temperature [28]. The focal anallowing discuyssions provide some insight into the current understanding of the effect of temperature on Sor in the gas/liquid syis of stem.
Longeron [15] reported that with an increase in temperature, the surface tension (ST) decreases, which causes a reduction of residual oil saturation in ies on gas/oil systems. Later, Asar and Handy [31] verifi-red these results and agreed with Longeron [15], that the amount of oatil rvemained in the system after gas flooding depended on the surface tension. Cai et al. [32] also found that an increase in te permperature lowered the surface tension and residual oil saturation. Yang et al. [33] conducted an abilitiexperiment with CO2 gas and crude oil system and reported that residual oil saturation decreased with an increase in tempein the literature from 27 to 58 °C at a constant pressure of 8.879 MPa. In addition, they reported that the decrease in residual oil saturation was achieved by the reduction of surface tension due to the increase in temperature [33]. Chalbau, and puts forward et al. [34] have supported this hypothesis by extending the same test to 100 °C and observed similar results as Yang et al. [33]. Bachu anund Bennion [35] hiave asserted that two-phase gas/liquid-relative permeability was a function of saturation, as well as of surface tension and wettability. However, they did not present any data on change of residual oil saturation with temperature [35]. Hole argumenarvar et al. [36] agreed with the idea that both surface tension and residual oil saturation decreased with increasing tet the temperature. Berry et al. [14] recognize d the role of viscosity ratio in decreasing the residual oil saturation with increasing temperature in gas/oil systems. They observed a significant decrease in residual oil saturation at a higher temperature, as depicted in Figure 8.
Figure 8. Effect of temperature on residual oil saturation in the gases indeed impact gas/oil system.
Davidson [26] evaluated the effect of temperature on nitrogen/mineral oil-relative permeability ratio in the absence of irreducible water saturation and observed that the residual oil saturation decreased at higher temperatures (see Figure 8); however, the reduction is fairly lower than that of Berry’s study [14]. Daves and the other fluid–fluidson concluded the temperature-dependency of relative permeability in gas/oil systems was due to the slippage effect. It should be highlighted that the dependency of relative permeability on temperature was not because of the solubility of the gas in white oil, as it decreased with an increase in temperature [26]. Akhlaproperties contributinghinia et al. [13] perftormed several experiments to assess the effect of temperature on residual saturation during the measurement of gas/oil-relative permeability. They used CH4/CO2 to push heaflow in the reservy oil out of the system and reported that residual oil saturation decreased with an increase in temperature (28–52 °C), as shown in Figure 8.
Due r, parto the small number of reported studies on the effect of temperature on gas/oil-relative permeability, it is difficult to make a firm statement the factor that is dominant causing a reduction of residual oil saturation with increasing temperature in gas/oil systems. However, the comprehensive literature review carried out by Esmaeili et al. [28] focularly in a thermal recovery pr oil/water systems reveals that the decrease in residual oil saturation is related to the reduction in oil viscosity, changes in wettability and surface tension and other possible factors. It is likely that the same reasons can be considered also for the gas/oil systems, but their relative importance could be different.
3.1.3. Critical Gas Saturation
The cess. It further concludes that such thermal effecritical gas saturation can be measured in two ways, either by solution gas drive tests or by external gas drive tests. The critical gas saturation is often determined from the gas-relative s on relative permeability curve extracted from an external gas drive test. The literature strongly suggests that the critical gas saturation for solution gas drive may be different from the value measured by external gas drive tests [37]. In facties must be accounted for, the entire relative permeability curve is likely to be different for solution gas drive. Foamy oil flow, however, is not expected to play a significant role in the external gas drive process but may be an important consideration in the solution gas drive. Recently, Wan et al. [38] have measproperly and adequred brine/nitrogen-relative permeability at varying temperatures. They first injected at least 5 PV of brine through core samples and then injected nitrogen gas as a displacing phase. The observed critical gas saturation was in the range of 0.06–0.22. However, it is not clear how the critical gas saturation was determined in their study. Data reported in the literature on critical residual oil saturation that show a variation with temperature are very limitedely, in reservoir simulation studies using numerical models.
| Authors | Year |
|---|
| Authors | YearMeasurement Techniques | Porous Media | Type of System | Temperature Range (°C) | Effect of Temperature on Relative Permeability | ||||
|---|---|---|---|---|---|---|---|---|---|
| Irreducible Water Saturation (Swir) Range (%) | Effect of Swir on Relative Permeability | ||||||||
| Longeron [15] | 1980 | Unsteady-state | Core | Oil/Gas | 20–71 | kr of both phases increased | |||
| Narahara et al. [91] | 1993 | 0–26.5 | Oil-relative permeability changed and no effect on gas-relative permeability has been observed | Berry et al. [14] | |||||
| Corey [92]1992 | Unsteady-state | Core | Oil/Gas | Ambient to 93 | k | 1954ro increased and krg was independent | |||
| N/R | Liquid-relative permeability has been affected | Muqeem (Ph.D. Thesis) [17] | 1994 | Unsteady-state | Core | Oil/Gas | 75–125 | ||
| Moss and McNiel [93] | k | ro | has been increased but k | rg | was not affected | ||||
| 1959 | 0–13 | Relative permeability curves to both the phases gas and oil has been changed | Akhlaghinia et al. [13] | 2014 | Unsteady-state | Sand pack | Oil/CH4 gas | 28–52 | k |
| Naar and Henderson’s [94] | rg | increased but k | ro | decreased from 28 to 40 °C and then increased dramatically above 40 °C | |||||
| 1961 | 6–18 | N/R | Akhlaghinia et al. [13] | 2014 | Unsteady-state | Sand pack | Oil/CO2 gas | 28–52 | |
| Davidson [ | k | rg | increased but k | ro | decreased from 28 to 40 °C and then increased dramatically above 40 °C | ||||
| 95] | 1969 | 4–4.12 | N/R | Punase et al. [6] | |||||
| Lo et al. [962014 | N/R | N/R | Oil/Gas | Not Reported | Both phases affected with temperature when wettability changed | ||||
| Modaresghazani (Ph.D. Thesis) [16] | 2015 | Steady- and unsteady-state | Sand pack | Oil/Gas | Not Reported | Both kro and krg were affected |
3. Data, Model, Applications and Influences
3.1. Effect of Temperature on Gas/Oil-Relative Permeability Curves
3.1.1. Irreducible Water Saturation
| ] | |||
| 1973 | |||
| 5–523 | |||
| N/R | |||
| Berry et al. [14] | 1983 | 0.20–0.25 | Relative permeability curve for both the phase gas and oil has been changed. |
3.1.2. Residual Oil Saturation
Among many studies on the effect of temperature on the two-phase flow that were published during the past sixty years, a large majority reported that the residual oil saturation decreased as temperature increased [19], at least for the oil/water system. Nonetheless, several studies reported no change in residual oil saturation with temperature [19]. The following discussions provide some insight into the current understanding of the effect of temperature on Sor in the gas/liquid system.3.1.3. Critical Gas Saturation
References
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- Larsen, J.K.; Fabricius, I.L. Interpretation of water saturation above the transitional zone in chalk reservoirs. SPE Reserv. Eval. Eng. 2004, 7, 155–163. [Google Scholar] [CrossRef]
- Tang, G.-Q.; Firoozabadi, A. Effect of pressure gradient and initial water saturation on water injection in water-wet and mixed-wet fractured porous media. SPE Reserv. Eval. Eng. 2001, 4, 516–524. [Google Scholar] [CrossRef]
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- Moss, J.; White, P.; McNiel, J., Jr. In Situ Combustion Process-Results of a Five-Well Field Experiment in Southern Oklahoma; Society of Petroleum Engineers: New York, NY, USA, 1959. [Google Scholar]
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