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Ali.K. Darwesh Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 12( Part 1), December 2014, pp.37-41
www.ijera.com 1 | P a g e
Permeability Evaluation in Pilaspi (M. Eocene - U. Eocene)
Formation
Ali.K. Darwesh *, Sana.J. Rashid **
*(Department of Petroleum Engineering, KOYA University-Kurdistan, Iraq)
** (Department of Petroleum Engineering, KOYA University-Kurdistan, Iraq)
ABSTRACT
Studying the permeability in a particular formation will be our address in this paper, through collection of a set
of data in relates to the past real core analyses by the oil operators and correlating them to our lab works on the
samples of the same formation from Pilaspi formation (M.EOCENE - U.EOCENE) outcrop on Haibat Sultan
Mountain near Taq Taq oil Field.
Lab works were done in Koya University using most of reservoir lab equipments for getting and determining the
most important properties like porosity and permeability on plug samples of that formation. The key study in this
paper is oil well TT-02 in Taq Taq oil field.
In this paper we will try to nominate and recognize the more active porosity type through measuring air and
liquid permeability in our reservoir lab and show the effects of increasing flowing pressure on the permeability
using saturated and dry core plug. Water and air were used as flowing fluids and two methods were used to
measure the permeability; steady-state method, measures the permeability of a saturated Core plug under
constant flow rate conditions and air permeability with (N2) for dry core plug.
Keywords – Air, Lab, Permeability, Pilaspi, Taq Taq.
I. INTRODUCTION
Relative permeability is a critical parameter for
evaluation of reservoir Performances. Relative
permeability is a direct measure of the ability of the
porous Medium to conduct one fluid when two or
more fluids are present. This flow property is the
composite effect of pore geometry, wettability, fluid
saturation, saturation history, Reservoir temperature,
reservoir pressure, overburden pressure, rock types,
porosity and Permeability types. The relative
permeability curves are very important in reservoir
Studies. They are used in predicting production rate
and recovery from the reservoirs during all recovery
stages (primary, secondary, and tertiary).
All our measurements were studied at room
conditions only. This study is concerned to measure
and calculate of permeability and porosity of Pilaspi
formation from its outcrops on surface.
II- LITERATURE REVIEW
2.1 Factors affecting the relative permeability
Curves
Wettability affects relative permeability because
it is a major factor in the control of the location,
flow, and spatial distributions of the fluids in the
core. Wettability determines the relative locations of
oil and water with in the reservoir porous medium.
Because of its effect on the oil/water distribution,
wettability influences the relative permeability of the
flowing fluids [2-6].
Temperature: early studies of temperature on
relative Permeability was presented by Edmondson
[7], Weinbrandt et al.[8], Casse and Ramey [9], Ref.
[10], Miller M.A. and Ramey H.J. [11] Measured
dynamic-displacement relative. The study proves
that temperature has no effects. Also the references
[12-16] had shown consolidated sands water/oil
relative permeability at temperature ranging from 22
C0
to 175 C0
. They found that water/oil relative
permeability curves are affected by temperature
especially at low interfacial tensions (IFT).
The change in wettability of the rock and reduction
of the interfacial tension with increasing temperature
were important factors in causing the observed
changes in the relative permeability curves. The
above results from experimental were conducted on
fired Berea sandstone cores using n-dodecane and
1% NaCl. Aqueous low concentration surfactant
solutions were used to change interfacial tension
levels. For the experiments reported, the fluid
pressure was kept constant at 300 psig and the
overburden pressure at 650 psig.
2.2Taq Taq oil field is one of the most important
and first one to produce oil soon after 1997 by our
KRG (Kurdistan Regional Governorate) locate to 20
km south west of Koya city and TT-02 was the
second exploration oil well drilled to pilaspi
formation its location exactly in N = 3984594 and E
= 456804, the well was drilled vertically to its find
depth 621 m. Its conductor casing is 13 3/8”, 54.5
lb/ft, and K55 to depth of 140m.
RESEARCH ARTICLE OPEN ACCESS
Ali.K. Darwesh Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 12( Part 1), December 2014, pp.37-41
www.ijera.com 2 | P a g e
The second section is 9 5/8” casing 36 lb/ft and K 55
to 545m, the internal of 545 m to 663m was left as
an open hole in pilaspi formation as its Fig. 1
Figure – 1 TT 02 Geological column [1]
Structure: The well is sited very close to the crest
maxima of the structure and only 150 m a way from
well TT-01. No future information could be added to
the current structural interpretation offered from the
field survey (GR-219) or drilling of TT-01.
The most collected physical data for the pilaspi
formation is illustrated in fig.1.
Bottom hole pressure: The well was drilled in
1978 and still there are a lot of drilling and
production related data not clear or are not under
hand fortunately the relation of depth is BHP was
one of the most one available data.
From the bottom hole pressure survey BHP data we
can come out with the pressure gradient or change
with depth as in table 2 and 3, for the real pressure
survey in two times each was lasting 30 minute for
the pay zone interval.
Table -2 TT02 pressure survey
Time (min)
Depth (ft)
TVD
BHCIP psig
B.H.P
gradient
psig/ft
15 1700 683.3 0.396
15 1800 722.9 0.399
15 1900 762.8 0.437
15 2000 806.5 0.446
15 2100 851.1 0.453
15 2150 874.9
Table - 3 TT02 pressure survey
Time (min)
Depth (ft)
TVD
BHCIP psig
B.H.P
gradient
psig/ft
15 1700 688.8 0.392
15 1800 728 0.332
15 1900 767 0.43
15 2000 812.2 0.446
15 2100 856.2 0.45
15 2150 879.6
4- Lab works
Our working was on samples from on Pilaspi
outcrop from Haibat Sultan Mountain and the plug
have been prepared in Reservoir Lab, preparing
three core samples with dimensions as in table 4
below.
Table-4 Core samples dimensions
Core plug Sample 1 Sample 2 Sample 3
Diameter (cm) 3.8 3.8 3.8
Length (cm) 4.58 4.6 7.88
Ali.K. Darwesh Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 12( Part 1), December 2014, pp.37-41
www.ijera.com 3 | P a g e
The second step was cleaning the core plug for 5 hrs
by using Distillation-Extraction (Dean-Stark) and
drying the core plug inside the oven for 5 hrs at temp
200 C degree.
The third step was using (STEADY STATE GAS
PERMEAMETER fig. 3) for determining the air
permeability with letting N2 to flow under constant
rate of following pressure with increasing the
flowing pressure to different values as it clear in the
table 5.
The final step in our lab works was saturating the
core samples with water for determining the
porosities with water based on the normal procedure
of Archimedes method by determining the difference
in weight.
V. Lab work Results
1. Our samples were from Pilaspi outcrop on
the surface.
2. The room temperature was 22degree
centigrade.
3. All the tools and equipments worked
properly without any problem.
4. There were no accident or incident, we
followed all related standard working
procedure.
5. Used gas for determining permeability was
clean N2.
6. All the tests period was 8 days which we
spent most of the times in cleaning and
drying for getting accurate results.
7. Determination of permeability done using
different pressure difference.
8. During the permeability determination we
were under the working condition of Darcy
regarding the steady state flow.
9. With all those points above both porosity
and permeability was zero for all samples.
And the result for sample 1 calculation was as below and same result for sample 2 and 3.
Table - 5 Permeability test result
Ali.K. Darwesh Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 12( Part 1), December 2014, pp.37-41
www.ijera.com 4 | P a g e
Table 6 samples saturation results
5- Conclusions
1- Pilaspi formation has no primary porosity,
this was clear in both used methods (Steady
state Permeability and saturation), so we
can come out to a cretin result that all
hydrocarbons in TT-2 is because of highly
fractured layers and not because of any
other types of porosity.
2- Based on Klinkinberge effect results gas
permeability is higher liquid permeability,
we can say that the original porosity and
permeability are both zero
3- Based on the point above and zero primary
porosity still we can say that the only path
of flow are because of fractures belong the
tectonic movements that build fractures and
cavities.
4- Both pressure and temperature have a liner
effect on porosity so we can say that our
results in ambulant condition can represent
reservoir condition also
5- Real pressure gradients from the operator
reports give the value of (0.4 psi/ft) with
can confirm the result of that we have a
difference with normal overburden pressure
gradient 0.5 psi/ft which are of course
because of hydrocarbon content in the
interval from ( 1700 to 2150 ) ft and liquid
fluid above.
REFERENCES
[1] NOC daily report, TT 02, Taq Taq,
Kurdistan.
[2] F.F. Craig, Jr. The Reservoir Engineering
Aspects of water flooding. Monograph
series, SPE, Richardson, TX. 1993.
[3] W.G. Anderson "Wettability Literature
survey- part 5: the effects of wettability on
relative permeability" JPT, pp 1453-1467,
Nov. 1987.
[4] D.N.Rao, M. Glrard, and, S. G. Sayegh
"Impact miscible flooding on wettability,
relative permeability, and oil recovery".
SPE, Reservoir Engineering, pp 204-528,
May1992.
[5] J. S. Archer, and C. G. wall, Petroleum
Engineering: Principles and Practice.
Graham and Trotman Inc, Gaithersburg.
MD., USA 1986 pp. 108.
[6] J. Vivek, S. Chattopadhyay, and M. M.
Sharma "Effect of capillary pressure,
salinity, and aging on wettability alteration
in sandstones and limestones". SPE paper
75189, presented in IOR symposium, Tulsa,
OK, 13-17 April 2002.
[7] T.A. Edmondson "Effects of temperature on
water flooding" J. Can. Pet. Tech. (Oct.-
Dec. 1965) 236.
Sample: 1 Dryweight W1= 137.34 gm
To find Vp: saturated weight W2= 137.34 gm
S=So+Sw+Sg=1 means Vp because Vw=Sw/Vp , Vo=So/Vp and Vg=Sg/Vp
assum Sg=0 , Sw= 0 Vp = So/Vp + Sw/Vp + Sg/Vp
S=So=Vp Vp=1
Vp= W1-W2/ water density water density= 1
Vp = 0.000 cc
To find Vb:
1. measure the length of plug smaple L 4.58 cm
2. Measyre the diamter of plug samlpe D 3.8 cm R= 1.9
Vb= ∏ R2 L
Vb= 51.942 cc Calculations
To find popsity:
Porosity = vp/vb 0
Core plug Sample
1
Sample
2
Sample 3
Dry weight (gm) 137.34 136.7 233.52
saturated by water
(gm) 137.34 136.7 233.52
Ali.K. Darwesh Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 12( Part 1), December 2014, pp.37-41
www.ijera.com 5 | P a g e
[8] M. Polikar, S.M. Farouq Ali, and V.R.
Puttagunts "High-temperature relative
permeabilities for Athabasca oil sands". SPE
Reservoir Engineering, pp 25-32, Feb. 1990.
[9] F.J. Casse, and H.J. Ramey Jr. "The effect
of temperature and confining pressure on
single-phase flow in consolidated rocks".
SPE paper 5877.
[10] R.D. Sydansk "Discussion of the effect of
temperature and confining pressure on
single-phase flow in consolidated rocks".
SPE paper Aug. 1980.
[11] M.A. Miller, and H.J. Ramey Jr. "Effect of
temperature on oil/water relative
permeability of unconsolidated and
consolidated sands". SPE paper 12116,
December 1985.
[12] S. J. Torabzaden, and L.L. Handy "The effect
of temperature and interfacial tension on
water/oil relative permeabilities of
consolidated sands". SPE paper 12689,
Symposium on EOR, Tulsa, OK, April 1984.
[13] E.M. Braun, and R.J. Blackwell "A Steady-
state technique for measuring oil-water
relative permeability curves at reservoir
conditions". SPE paper 10155.
[14] B.D. Gobran, W.E. Brigham, H.J. Ramey
Jr "Absolute permeability as a function of
confining pressure, pore pressure, and
temperature". SPE Formation Evaluation,
pp 77-84, March 1987.
[15] M Khairy,, A. Al-Quraishi, and A.
Alsughayer, ”Effect of Oil
Type,Temperature, and Salinity on the
Relative Permeability Curves and
Wettability of Sandstone”, Al-Azhar
Engineering 7th International Conference,
Cairo, 7-10 April, 2003.
[16] J.M. Schembre, G - Q. Tang,, and A.R.
Kovscek "Effect of temperature on relative
permeability for heavy-oil diatomite
reservoirs". SPE paper 93831 CA, USA, 30
March-1 April 2005.

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Permeability Evaluation in Pilaspi (M. Eocene - U. Eocene) Formation

  • 1. Ali.K. Darwesh Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 12( Part 1), December 2014, pp.37-41 www.ijera.com 1 | P a g e Permeability Evaluation in Pilaspi (M. Eocene - U. Eocene) Formation Ali.K. Darwesh *, Sana.J. Rashid ** *(Department of Petroleum Engineering, KOYA University-Kurdistan, Iraq) ** (Department of Petroleum Engineering, KOYA University-Kurdistan, Iraq) ABSTRACT Studying the permeability in a particular formation will be our address in this paper, through collection of a set of data in relates to the past real core analyses by the oil operators and correlating them to our lab works on the samples of the same formation from Pilaspi formation (M.EOCENE - U.EOCENE) outcrop on Haibat Sultan Mountain near Taq Taq oil Field. Lab works were done in Koya University using most of reservoir lab equipments for getting and determining the most important properties like porosity and permeability on plug samples of that formation. The key study in this paper is oil well TT-02 in Taq Taq oil field. In this paper we will try to nominate and recognize the more active porosity type through measuring air and liquid permeability in our reservoir lab and show the effects of increasing flowing pressure on the permeability using saturated and dry core plug. Water and air were used as flowing fluids and two methods were used to measure the permeability; steady-state method, measures the permeability of a saturated Core plug under constant flow rate conditions and air permeability with (N2) for dry core plug. Keywords – Air, Lab, Permeability, Pilaspi, Taq Taq. I. INTRODUCTION Relative permeability is a critical parameter for evaluation of reservoir Performances. Relative permeability is a direct measure of the ability of the porous Medium to conduct one fluid when two or more fluids are present. This flow property is the composite effect of pore geometry, wettability, fluid saturation, saturation history, Reservoir temperature, reservoir pressure, overburden pressure, rock types, porosity and Permeability types. The relative permeability curves are very important in reservoir Studies. They are used in predicting production rate and recovery from the reservoirs during all recovery stages (primary, secondary, and tertiary). All our measurements were studied at room conditions only. This study is concerned to measure and calculate of permeability and porosity of Pilaspi formation from its outcrops on surface. II- LITERATURE REVIEW 2.1 Factors affecting the relative permeability Curves Wettability affects relative permeability because it is a major factor in the control of the location, flow, and spatial distributions of the fluids in the core. Wettability determines the relative locations of oil and water with in the reservoir porous medium. Because of its effect on the oil/water distribution, wettability influences the relative permeability of the flowing fluids [2-6]. Temperature: early studies of temperature on relative Permeability was presented by Edmondson [7], Weinbrandt et al.[8], Casse and Ramey [9], Ref. [10], Miller M.A. and Ramey H.J. [11] Measured dynamic-displacement relative. The study proves that temperature has no effects. Also the references [12-16] had shown consolidated sands water/oil relative permeability at temperature ranging from 22 C0 to 175 C0 . They found that water/oil relative permeability curves are affected by temperature especially at low interfacial tensions (IFT). The change in wettability of the rock and reduction of the interfacial tension with increasing temperature were important factors in causing the observed changes in the relative permeability curves. The above results from experimental were conducted on fired Berea sandstone cores using n-dodecane and 1% NaCl. Aqueous low concentration surfactant solutions were used to change interfacial tension levels. For the experiments reported, the fluid pressure was kept constant at 300 psig and the overburden pressure at 650 psig. 2.2Taq Taq oil field is one of the most important and first one to produce oil soon after 1997 by our KRG (Kurdistan Regional Governorate) locate to 20 km south west of Koya city and TT-02 was the second exploration oil well drilled to pilaspi formation its location exactly in N = 3984594 and E = 456804, the well was drilled vertically to its find depth 621 m. Its conductor casing is 13 3/8”, 54.5 lb/ft, and K55 to depth of 140m. RESEARCH ARTICLE OPEN ACCESS
  • 2. Ali.K. Darwesh Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 12( Part 1), December 2014, pp.37-41 www.ijera.com 2 | P a g e The second section is 9 5/8” casing 36 lb/ft and K 55 to 545m, the internal of 545 m to 663m was left as an open hole in pilaspi formation as its Fig. 1 Figure – 1 TT 02 Geological column [1] Structure: The well is sited very close to the crest maxima of the structure and only 150 m a way from well TT-01. No future information could be added to the current structural interpretation offered from the field survey (GR-219) or drilling of TT-01. The most collected physical data for the pilaspi formation is illustrated in fig.1. Bottom hole pressure: The well was drilled in 1978 and still there are a lot of drilling and production related data not clear or are not under hand fortunately the relation of depth is BHP was one of the most one available data. From the bottom hole pressure survey BHP data we can come out with the pressure gradient or change with depth as in table 2 and 3, for the real pressure survey in two times each was lasting 30 minute for the pay zone interval. Table -2 TT02 pressure survey Time (min) Depth (ft) TVD BHCIP psig B.H.P gradient psig/ft 15 1700 683.3 0.396 15 1800 722.9 0.399 15 1900 762.8 0.437 15 2000 806.5 0.446 15 2100 851.1 0.453 15 2150 874.9 Table - 3 TT02 pressure survey Time (min) Depth (ft) TVD BHCIP psig B.H.P gradient psig/ft 15 1700 688.8 0.392 15 1800 728 0.332 15 1900 767 0.43 15 2000 812.2 0.446 15 2100 856.2 0.45 15 2150 879.6 4- Lab works Our working was on samples from on Pilaspi outcrop from Haibat Sultan Mountain and the plug have been prepared in Reservoir Lab, preparing three core samples with dimensions as in table 4 below. Table-4 Core samples dimensions Core plug Sample 1 Sample 2 Sample 3 Diameter (cm) 3.8 3.8 3.8 Length (cm) 4.58 4.6 7.88
  • 3. Ali.K. Darwesh Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 12( Part 1), December 2014, pp.37-41 www.ijera.com 3 | P a g e The second step was cleaning the core plug for 5 hrs by using Distillation-Extraction (Dean-Stark) and drying the core plug inside the oven for 5 hrs at temp 200 C degree. The third step was using (STEADY STATE GAS PERMEAMETER fig. 3) for determining the air permeability with letting N2 to flow under constant rate of following pressure with increasing the flowing pressure to different values as it clear in the table 5. The final step in our lab works was saturating the core samples with water for determining the porosities with water based on the normal procedure of Archimedes method by determining the difference in weight. V. Lab work Results 1. Our samples were from Pilaspi outcrop on the surface. 2. The room temperature was 22degree centigrade. 3. All the tools and equipments worked properly without any problem. 4. There were no accident or incident, we followed all related standard working procedure. 5. Used gas for determining permeability was clean N2. 6. All the tests period was 8 days which we spent most of the times in cleaning and drying for getting accurate results. 7. Determination of permeability done using different pressure difference. 8. During the permeability determination we were under the working condition of Darcy regarding the steady state flow. 9. With all those points above both porosity and permeability was zero for all samples. And the result for sample 1 calculation was as below and same result for sample 2 and 3. Table - 5 Permeability test result
  • 4. Ali.K. Darwesh Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 12( Part 1), December 2014, pp.37-41 www.ijera.com 4 | P a g e Table 6 samples saturation results 5- Conclusions 1- Pilaspi formation has no primary porosity, this was clear in both used methods (Steady state Permeability and saturation), so we can come out to a cretin result that all hydrocarbons in TT-2 is because of highly fractured layers and not because of any other types of porosity. 2- Based on Klinkinberge effect results gas permeability is higher liquid permeability, we can say that the original porosity and permeability are both zero 3- Based on the point above and zero primary porosity still we can say that the only path of flow are because of fractures belong the tectonic movements that build fractures and cavities. 4- Both pressure and temperature have a liner effect on porosity so we can say that our results in ambulant condition can represent reservoir condition also 5- Real pressure gradients from the operator reports give the value of (0.4 psi/ft) with can confirm the result of that we have a difference with normal overburden pressure gradient 0.5 psi/ft which are of course because of hydrocarbon content in the interval from ( 1700 to 2150 ) ft and liquid fluid above. REFERENCES [1] NOC daily report, TT 02, Taq Taq, Kurdistan. [2] F.F. Craig, Jr. The Reservoir Engineering Aspects of water flooding. Monograph series, SPE, Richardson, TX. 1993. [3] W.G. Anderson "Wettability Literature survey- part 5: the effects of wettability on relative permeability" JPT, pp 1453-1467, Nov. 1987. [4] D.N.Rao, M. Glrard, and, S. G. Sayegh "Impact miscible flooding on wettability, relative permeability, and oil recovery". SPE, Reservoir Engineering, pp 204-528, May1992. [5] J. S. Archer, and C. G. wall, Petroleum Engineering: Principles and Practice. Graham and Trotman Inc, Gaithersburg. MD., USA 1986 pp. 108. [6] J. Vivek, S. Chattopadhyay, and M. M. Sharma "Effect of capillary pressure, salinity, and aging on wettability alteration in sandstones and limestones". SPE paper 75189, presented in IOR symposium, Tulsa, OK, 13-17 April 2002. [7] T.A. Edmondson "Effects of temperature on water flooding" J. Can. Pet. Tech. (Oct.- Dec. 1965) 236. Sample: 1 Dryweight W1= 137.34 gm To find Vp: saturated weight W2= 137.34 gm S=So+Sw+Sg=1 means Vp because Vw=Sw/Vp , Vo=So/Vp and Vg=Sg/Vp assum Sg=0 , Sw= 0 Vp = So/Vp + Sw/Vp + Sg/Vp S=So=Vp Vp=1 Vp= W1-W2/ water density water density= 1 Vp = 0.000 cc To find Vb: 1. measure the length of plug smaple L 4.58 cm 2. Measyre the diamter of plug samlpe D 3.8 cm R= 1.9 Vb= ∏ R2 L Vb= 51.942 cc Calculations To find popsity: Porosity = vp/vb 0 Core plug Sample 1 Sample 2 Sample 3 Dry weight (gm) 137.34 136.7 233.52 saturated by water (gm) 137.34 136.7 233.52
  • 5. Ali.K. Darwesh Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 12( Part 1), December 2014, pp.37-41 www.ijera.com 5 | P a g e [8] M. Polikar, S.M. Farouq Ali, and V.R. Puttagunts "High-temperature relative permeabilities for Athabasca oil sands". SPE Reservoir Engineering, pp 25-32, Feb. 1990. [9] F.J. Casse, and H.J. Ramey Jr. "The effect of temperature and confining pressure on single-phase flow in consolidated rocks". SPE paper 5877. [10] R.D. Sydansk "Discussion of the effect of temperature and confining pressure on single-phase flow in consolidated rocks". SPE paper Aug. 1980. [11] M.A. Miller, and H.J. Ramey Jr. "Effect of temperature on oil/water relative permeability of unconsolidated and consolidated sands". SPE paper 12116, December 1985. [12] S. J. Torabzaden, and L.L. Handy "The effect of temperature and interfacial tension on water/oil relative permeabilities of consolidated sands". SPE paper 12689, Symposium on EOR, Tulsa, OK, April 1984. [13] E.M. Braun, and R.J. Blackwell "A Steady- state technique for measuring oil-water relative permeability curves at reservoir conditions". SPE paper 10155. [14] B.D. Gobran, W.E. Brigham, H.J. Ramey Jr "Absolute permeability as a function of confining pressure, pore pressure, and temperature". SPE Formation Evaluation, pp 77-84, March 1987. [15] M Khairy,, A. Al-Quraishi, and A. Alsughayer, ”Effect of Oil Type,Temperature, and Salinity on the Relative Permeability Curves and Wettability of Sandstone”, Al-Azhar Engineering 7th International Conference, Cairo, 7-10 April, 2003. [16] J.M. Schembre, G - Q. Tang,, and A.R. Kovscek "Effect of temperature on relative permeability for heavy-oil diatomite reservoirs". SPE paper 93831 CA, USA, 30 March-1 April 2005.