Articles
Solvent Entrainment in and Flocculation of Asphaltenic Aggregates
Probed by Small-Angle Neutron Scattering
Keith L. Gawrys,
†
George A. Blankenship, and Peter K. Kilpatrick*
Department of Chemical and Biomolecular Engineering, North Carolina State UniVersity, Raleigh,
North Carolina 27965-7905
ReceiVed September 14, 2005. In Final Form: January 30, 2006
While small-angle neutron scattering (SANS) has proven to be very useful for deducing the sizes and masses of
asphaltenic aggregates in solution, care must be taken to account for solvation effects within the aggregates so as to
not err in the characterization of these important systems. SANS measurements were performed on solutions of
asphaltenes dispersed in deuterated solvents in which a broad spectrum of solute and solvent chemical compositions
was represented. Fits to the scattering intensity curves were performed using the Guinier approximation, the Ornstein-
Zernike (or Zimm) model, a mass-fractal model, and a polydisperse cylinder model. The mass-fractal model provided
apparent fractal dimensions (2.2-3) for the aggregates that generally decreased with increasing aggregate size, indicating
increased surface roughness for larger aggregates. The polydisperse cylinder model provided typical values of the
particle thicknesses from 5 to 32 Å, the average particle radius from 25 to 125 Å, and ∼30% radius polydispersity.
Subsequent calculation of average aggregate molar masses suggested a range of solvent entrainment from 30 to 50%
(v/v) within the aggregates that were consistent with previous viscosity measurements. Additional calculations were
performed to estimate the proportion of microparticle to nanoparticle aggregates in the solutions. The results indicate
that the inclusion of solvation effects is essential for the accurate determination of aggregate molecular weights and
fractal dimensions.
Introduction
Petroleum asphaltenes are well-known for their tendency to
associate in solution and adsorb at interfaces, implicating them
in petroleum production problems such as organic deposition
1,2
and water-in-crude oil emulsion formation.
3-11
Fundamental
research has focused on establishing a link between asphaltene
chemical composition, molecular structure, and colloidal proper-
ties. These efforts are complicated by the fact that asphaltenes,
the portion of crude oil insoluble in n-heptane (or n-pentane),
12
are comprised of a polydisperse mixture of chemically hetero-
geneous species
13
that can vary significantly from one crude oil
to another. In general, the asphaltene molecular structure is
characterized by the presence of fused ring aromatic moieties,
small aliphatic side chains, and polar heteroatom-containing
functional groups.
14-18
The chemical composition of asphaltenes
is also polydisperse, with typical atomic H/C ratios varying
between 1.0 and 1.3 and N, S, and O contents of a few weight
percent.
19-22
Fourier transform infrared (FTIR) and X-ray
absorption near-edge (XANE) spectroscopy reveal several polar
functional groups, such as carboxylic acids, carbonyls, phenols,
pyrroles, and pyridines, that are capable of participating in proton
donor-acceptor interactions.
23-25
The aggregation mechanism for asphaltenes is primarily
governed by van der Waals dispersion interactions, electrostatic
interactions between molecular charges, hydrogen bonding of
polar moieties, and orientation-dependent repulsive steric in-
teractions, with lesser contributions stemming from intermolecular
charge transfer and weak inductive interactions.
26
A recent
* Corresponding author. Phone: (919)-515-7121. E-mail: peter-
k@eos.ncsu.edu.
†
Present address: Nalco Company, Sugar Land, TX 77478.
(1) Hammami, A.; Phelps, C. H.; Monger-McClure, T.; Little, T. M. Energy
Fuels 2000, 14 (1), 14-18.
(2) Karan, K.; Hammami, A.; Flannery, M.; Stankiewicz, B. A. Pet. Sci. Technol.
2003, 21 (3-4), 629-645.
(3) Taylor, S. D.; Czarnecki, J.; Masliyah, J. J. Colloid Interface Sci. 2002,
252 (1), 149-160.
(4) Yarranton, H. W.; Hussein, H.; Masliyah, J. H. J. Colloid Interface Sci.
2000, 228 (1), 52-63.
(5) Khristov, K.; Taylor, S. D.; Czarnecki, J.; Masliyah, J. Colloids Surf., A
2000, 174 (1-2), 183-196.
(6) Havre, T. E.; Sjoblom, J. Colloids Surf., A 2003, 228 (1-3), 131-142.
(7) Aske, N.; Orr, R.; Sjoblom, J.; Kallevik, H.; Oye, G. J. Dispersion Sci.
Technol. 2004, 25 (3), 263-275.
(8) Auflem, I. H.; Kallevik, H.; Westvik, A.; Sjoblom, J. J. Pet. Sci. Eng. 2001,
31 (1), 1-12.
(9) Aske, N.; Kallevik, H.; Sjoblom, J. J. Pet. Sci. Eng. 2002, 36 (1-2), 1-17.
(10) Spiecker, P. M.; Gawrys, K. L.; Trail, C. B.; Kilpatrick, P. K. Colloids
Surf., A 2003, 220 (1-3), 9-27.
(11) Spiecker, P. M.; Kilpatrick, P. K. Langmuir 2004, 20 (10), 4022-4032.
(12) Speight, J. G. The Chemistry and Technology of Petroleum; Marcel
Dekker: New York, 1999; p 881.
(13) Yang, X. L.; Hamza, H.; Czarnecki, J. Energy Fuels 2004, 18 (3), 770-
777.
(14) Strausz, O. P.; Peng, P.; Murgich, J. Energy Fuels 2002, 16 (4), 809-822.
(15) Sheremata, J. M.; Gray, M. R.; Dettman, H. D.; McCaffrey, W. C. Energy
Fuels 2004, 18 (5), 1377-1384.
(16) Gray, M. R. Energy Fuels 2003, 17 (6), 1566-1569.
(17) Bergmann, U.; Groenzin, H.; Mullins, O. C.; Glatzel, P.; Fetzer, J.; Cramer,
S. P. Pet. Sci. Technol. 2004, 22 (7-8), 863-875.
(18) Groenzin, H.; Mullins, O. C.; Eser, S.; Mathews, J.; Yang, M. G.; Jones,
D. Energy Fuels 2003, 17 (2), 498-503.
(19) Boduszynski, M. M. Energy Fuels 1988, 2 (5), 597-613.
(20) Boduszynski, M. M. Prepr. Pap.sAm. Chem. Soc. DiV. Pet. Chem. 1985,
30, 626-640.
(21) Bestougeff, M. A. Bull. Soc. Chim. Fr. 1967, (12), 4773.
(22) Spiecker, M. A.; Gawrys, K. L.; Kilpatrick, P. K. J. Colloid Interface Sci.
2003, 267 (1), 178-193.
(23) Boduszynski, M. M.; McKay, J. F.; Latham, D. R. Proc. Assoc. Asphalt
PaVing Technol. 1980, 49, 123-143.
(24) Buenrostro-Gonzalez, E.; Andersen, S. I.; Garcia-Martinez, J. A.; Lira-
Galeana, C. Energy Fuels 2002, 16 (3), 732-741.
(25) Mitrakirtley, S.; Mullins, O. C.; Vanelp, J.; George, S. J.; Chen, J.; Cramer,
S. P. J. Am. Chem. Soc. 1993, 115 (1), 252-258.
(26) Murgich, J. Pet. Sci. Technol. 2002, 20 (9-10), 983-997.
4487 Langmuir 2006, 22, 4487-4497
10.1021/la052509j CCC: $33.50 © 2006 American Chemical Society
Published on Web 04/04/2006