Content uploaded by Oyinkepreye Orodu
Author content
All content in this area was uploaded by Oyinkepreye Orodu on Jul 04, 2018
Content may be subject to copyright.
Author’s Accepted Manuscript
Rheology of Gum Arabic Polymer and Gum Arabic
Coated Nanoparticle for Enhanced Recovery of
Nigerian Medium Crude Oil under Varying
Temperatures
Oyinkepreye D. Orodu, Kale B. Orodu, Richard O.
Afolabi, Eboh A. Dafe
PII: S2352-3409(18)30726-1
DOI: https://doi.org/10.1016/j.dib.2018.06.075
Reference: DIB2770
To appear in: Data in Brief
Cite this article as: Oyinkepreye D. Orodu, Kale B. Orodu, Richard O. Afolabi
and Eboh A. Dafe, Rheology of Gum Arabic Polymer and Gum Arabic Coated
Nanoparticle for Enhanced Recovery of Nigerian Medium Crude Oil under
Varying Temperatures, Data in Brief, https://doi.org/10.1016/j.dib.2018.06.075
This is a PDF file of an unedited manuscript that has been accepted for
publication. As a service to our customers we are providing this early version of
the manuscript. The manuscript will undergo copyediting, typesetting, and
review of the resulting galley proof before it is published in its final citable form.
Please note that during the production process errors may be discovered which
could affect the content, and all legal disclaimers that apply to the journal pertain.
www.elsevier.com/locate/dib
Data Article
Title: Rheology of Gum Arabic Polymer and Gum Arabic Coated Nanoparticle for Enhanced
Recovery of Nigerian Medium Crude Oil under Varying Temperatures
Authors: Oyinkepreye D. Orodu, Kale B. Orodu, Richard O. Afolabi*, Eboh A. Dafe
Affiliations: Department of Petroleum Engineering, Covenant University, P.M.B 1023, Ota, Ogun
State, Nigeria.
*Contact email: richard.afolabi@covenantuniversity.edu.ng
Abstract: The dataset in this article are related to the rheology of dispersions containing Gum
Arabic coated Alumina Nanoparticles (GCNPs) and Gum Arabic (GA) polymer for Enhanced Oil
Recovery (EOR) of Nigerian medium crude oil under varying temperatures. The data included the
viscosity of the dispersion containing GCNPs compared to GA at different shear rates. In addition,
data on the rheological properties (plastic viscosity, yield point, and apparent viscosity) of the
dispersions under varying temperatures was also presented.
Keywords: Oil Recovery; Temperature Effect; Gum Arabic; Nanoparticles; Nigerian Medium
Crude Oil
Specifications Table
Subject area
Petroleum Engineering
More specific subject area
Enhanced Oil Recovery/Tertiary Oil Recovery
Type of Data
Tables and Figures
How Data was Acquired
Rheological Study using the OFITE® Model 800 Viscometer
Data Format
Raw Data
Experimental Factors
Varying Temperatures
Experimental Features
1. GCNP preparation using Al2O3 nanoparticles and Gum
Arabic
2. A rheological study using OFITE® Model 800 Viscometer
at different temperatures for GA polymer and GCNPs
Data Source Location
Department of Petroleum Engineering, Covenant University,
Nigeria
Data Accessibility
Data is with the article
Value of Data
The data shows the relevance of polymer coated nanoparticles for the recovery of crude oil
from conventional reservoirs under high-temperature conditions. The underlying mechanism
in the thermal behavior of the GCNPs is required in explaining the trend in viscosity transition
from 100 – 1500C as captured in Figures 1(a-c).
The data presented also shows that the quantity of nanoparticles in the GCNPs have a direct
impact on the viscous property for the recovery of oil beyond the capacity of GA polymer
flooding under high-temperature conditions (Table 2 and Figure 2). This further indicates that
a detailed characterization of the structural state and impact on nanoparticle content on the
rheological performance of GCNPs is required.
The results obtained calls for a detailed study of the mechanisms at play with respect to the
polymeric and surfactant property of Gum Arabic. Likewise, the performance of Gum Arabic
should be evaluated and compared to that of known and standard polymers used in the
industry.
1. Data
Nanoparticles are reported in [1] [2] and [3] to improve oil recovery but its instability paved the
way for stable polymer-coated nanoparticles [4] [5]. The dataset presented in this paper provides
an experimental investigation on temperature effect on the rheology of Gum Arabic (GA) polymer
and Gum Arabic Coated Nanoparticle (GCNPs) for Enhanced Recovery of Nigerian Medium
Crude Oil. Gum Arabic is a naturally occurring polymer that is abundant in Nigeria and Sudan.
Table 1 shows the dataset on the rheological properties of Gum Arabic Polymer, GCNPs (1.33
wt% GA - 5 wt.% NP, GCNPs) and GCNPs (1.33 wt% GA - 3 wt.% NP, GCNPs) at varying
temperatures and shear rates. Table 2 shows the viscosity data values for GA and GCNPs at given
temperatures of 25, 50, 100 and 150 deg C. Whereas Figure 1 displays graphically, Viscosity
profile for (a) GA polymer solution (b) GCNPs (1.33wt.% GA-5wt.% Nanoparticles) (c) GCNPs
(1.33wt.% GA-5wt.% Nanoparticles. Figure 2 displays the viscosity profile of GA polymer and
GCNPs at 25, 50, 100 and 150 deg C
2. Experimental Design, Materials and Methods
2.1 Preparation of Gum Arabic Coated Nanoparticles (GCNPs)
The nanoparticle in use was Al2O3 (30-60 nm, purity greater than 99 %; manufactured by Sigma
Aldrich and purchased from Equilab Solutions in Nigeria.). 50 g of Al2O3 was dispersed in 1 liter
of deionized water to make nano-fluid suspensions, making a 5wt.% mixture. It was further
diluted to 3wt.% in order to completely carry out further experiments. The Gum Arabic (a
polymer; purchased locally in Nigeria) was mixed with the prepared nanofluids at a concentration
of 1.33 wt. %. Finally, the concentration of GCNPs prepared are 1.33 wt.% Gum Arabic – 3.0
wt.% Al2O3 Nanoparticles –GCNPs and 1.33 wt.% Gum Arabic – 5.0 wt.% Al2O3 Nanoparticles –
GCNPs.
2.2 Rheological Analysis of Gum Arabic (GA) and Gum Arabic Coated Nanoparticles (GCNPs)
The OFITE Model 800 (8-Speed) Viscometer was used to obtain dial readings, , at various RPM
(Revolution per Minute) values (3, 6, 30, 60, 100, 200, 300, and 600). Based on the API
specification 13A, the equations (1) to (3) was used in estimating the rheological properties of the
prepared drilling mud.
(1)
(2)
(3)
and are the dial readings at 600 and 300 RPM respectively. The viscosity values were
calculated using the relationship in equation (4) as specified in the OFITE operational manual (1cp
is equivalent to ).
(4)
is the viscosity in cp, K is the machine constant of the Rotor – Bob combination (R1B1) = 300,
F is the spring factor = 1 for the R1B1 combination.
Acknowledgment
The authors would like to thank the management of Covenant University for providing the needed
facilities to carry out this research.
References
[1] Bennetzen, M. V. & Mogensen, K. Novel Applications of Nanoparticles for Future
Enhanced Oil Recovery. International Petroleum Technology Conference, Kuala Lumpur,
2014, 1-14.
[2] Roustaei, A. & Barzagadeh, H. Experimental Investigation of SiO2 Nanoparticles on
Enhanced Oil Recovery of Carbonate Reservoirs. Journal of Petroleum Exploration and
Production Technology, 2014, 5: 27-33.
[3] Roustaei, A., Moghadasi, J., Bagherzadeh, H., & Shahrabadi, A. An Experimental
Investigation of Polysilicon Nanoparticles' Recovery Efficiencies through Changes in
Interfacial Tension and Wettability Alteration, SPE International Oilfield Nanotechnology
Conference and Exhibition, Noordwijk, Netherlands 2012, 1-7.
[4] ShamsiJazeyi, H., Miller, C. A., Wong, M. S., Tour, J. M., & Verduzco, R. Polymer-
Coated Nanoparticles for Enhanced Oil Recovery. Journal of Applied Polymer Science
2014, 131: 1-13.
[5] Afolabi, R. O., Orodu, O. D., & Efevobkhan, V. E. Properties and Application of Nigerian
Bentonite Clay Deposits for Drilling Mud Formulation: Recent Advances and Future
Prospects. Applied Clay Science, 2017, 143: 39 – 49
Table 1: Rheology of Gum Arabic Polymer, GCNPs (1.33 wt% GA - 5 wt.% NP, GCNPs) and
GCNPs (1.33 wt% GA - 3 wt.% NP, GCNPs)
Rheology of Gum Arabic Polymer
Shear rate (1/sec)
Temperature deg C
25
50
100
150
Viscosity (cp)
1021.38
36
23.5
35.5
20
510.69
47
31
60
26
340.46
55.5
36
75
33
170.23
78
51
105
48
102.138
105
70
145
65
51.069
160
100
220
100
10.2138
450
250
600
400
Plastic Viscosity (cp)
25
16
11
14
Yield Point (lb/100ft2)
22
15
49
12
Apparent Viscosity (cp)
36
23.5
35.5
20
Rheology of (1.33 wt% GA - 5 wt.% NP, GCNPs)
Shear rate (1/sec)
Temperature deg C
25
50
100
150
Viscosity (cp)
1021.38
42.5
32.5
40.5
31
510.69
64
56
68
51
340.46
67.5
58.5
85.5
51
170.23
102
84
120
81
102.138
135
120
165
95
51.069
200
170
250
150
10.2138
600
450
650
550
Plastic Viscosity (cp)
21
9
13
11
Yield Point (lb/100ft2)
43
47
55
40
Apparent Viscosity (cp)
42.5
32.5
40.5
31
Rheology of (1.33 wt% GA - 3wt.% NP, GCNPs)
Shear rate (1/sec)
Temperature deg C
25
50
100
150
Viscosity (cp)
1021.38
39.5
27.5
36
26.5
510.69
60
47
65
44
340.46
58.5
46.5
78
37.5
170.23
93
75
105
63
102.138
110
85
150
75
51.069
180
140
210
110
10.2138
500
350
550
450
Plastic Viscosity (cp)
19
8
7
9
Yield Point (lb/100ft2)
41
39
58
35
Apparent Viscosity (cp)
39.5
27.5
36
26.5
Figure 1: Viscosity profile for (a) GA polymer solution (b) GCNPs (1.33wt.% GA-5wt.%
Nanoparticles) (c) GCNPs (1.33wt.% GA-5wt.% Nanoparticles
10
100
1000
10 100 1000
Viscosity, cp
Shear rate, sec-1
25 deg C
50 deg C
100 deg C
150 deg C
a
10
100
1000
10 100 1000
Viscosity, cp
Shear rate, sec-1
25 deg C
50 deg C
100 deg C
150 deg C
b
10
100
1000
10 100 1000
Viscosity, cp
Shear rate, sec-1
25 deg C
50 deg C
100 deg C
150 deg C
c
Table 2: Viscosity values for GA and GCNPs at given temperatures of 25, 50, 100 and 150 deg C
Rheology @ 25 deg C
Shear rate (1/sec)
GA
GCNP: 1.33-3wt%
GCNP: 1.33wt%- 5wt%
1021.38
36
42.5
39.5
510.69
47
64
60
340.46
55.5
67.5
58.5
170.23
78
102
93
102.138
105
135
110
51.069
160
200
180
10.2138
450
600
500
Rheology @ 50 deg C
Shear rate (1/sec)
GA
GCNP: 1.33-3wt%
GCNP: 1.33wt%- 5wt%
1021.38
23.5
32.5
27.5
510.69
31
56
47
340.46
36
58.5
46.5
170.23
51
84
75
102.138
70
120
85
51.069
100
170
140
10.2138
250
450
350
Rheology @ 100 deg C
Shear rate (1/sec)
GA
GCNP: 1.33-3wt%
GCNP: 1.33wt%- 5wt%
1021.38
35.5
40.5
36
510.69
60
68
65
340.46
75
85.5
78
170.23
105
120
105
102.138
145
165
150
51.069
220
250
210
10.2138
600
650
550
Rheology @ 150 deg C
Shear rate (1/sec)
GA
GCNP: 1.33-3wt%
GCNP: 1.33wt%- 5wt%
1021.38
20
31
26.5
510.69
26
51
44
340.46
33
51
37.5
170.23
48
81
63
102.138
65
95
75
51.069
100
150
110
10.2138
400
550
450
10
100
1000
10 100 1000
Viscosity, cp
Shear rate, sec-1
Gum Arabic
GCNP: 1.33wt.% GA -3wt.% NP
GCNP: 1.33wt.% GA - 5wt.% NP
10
100
1000
10 100 1000
Viscosity, cp
Shear rate, sec-1
Gum Arabic
GCNP: 1.33wt.% GA - 3wt.% NP
GCNP: 1.33wt.% GA - 5wt.% NP
b
a
Figure 2: Viscosity profile (a) 25 deg C (b) 50 deg C (c) 100 deg C and (d) 150 deg C
10
100
1000
10 100 1000
Viscosity, cp
Shear rate, sec-1
Gum Arabic
GCNP: 1.33wt.% GA - 3 wt.% NP
GCNP: 1.33wt.% GA - 5wt.% NP
c
10
100
1000
10 100 1000
Viscosity, cp
Shear rate, sec-1
Gum Arabic
GCNP: 1.33wt.% GA - 3wt.% NP
GCNP: 1.33wt.% GA - 5wt.% NP
d