Proceedings of WTC2005
World Tribology Congress III
September 12-16, 2005, Washington, D.C., USA
WTC2005-64073
ADSORPTION MODELING OF FATTY AND OLEIC ESTOLIDE ESTERS VIA BOUNDARY
LUBRICATION COEFFICIENT OF FRICTION MEASUREMENTS
Kurth, T.L., Cermak, S.C., Byars, J.A., Biresaw, G.
National Center for Agricultural Utilization Research
United States Department of Agriculture
1815 N. University, Peoria, IL 61604
ABSTRACT
The frictional behaviors of a variety of fatty esters (methyl
palmitate (MP), methyl laurate (ML), and 2-ethylhexyl oleate
(EHO)) and oleic estolide esters (methyl oleic estolide ester
(ME) and 2-ethylhexyl oleic estolide ester (EHE)) as additives
in hexadecane have been examined in a boundary lubrication
test regime using steel contacts. Critical additive
concentrations were defined and used to perform novel and
simple Langmuir analyses that provide an order of adsorption
energies: EHE ≥ ME > EHO > MP > ML. Application of a
general adsorption model indicates slight cooperative
adsorption of EHE, ME, and EHO. MP and ML data require
larger attractive interaction terms (α ≤ -2.3) to be adequately
fit. Irrespective of ester functionality increasingly negative
adsorption energies appear to correlate with molecular weight.
This suggests that multiple site coverage and multiple
adsorptive interactions are likely for each of the esters studied.
INTRODUCTION
As part of our effort to develop new bio-based lubricants,
members of our lab have sought to characterize a wide range of
bio-based materials. Biresaw et al. previously examined a
series of natural oils and methyl ester control systems as
lubricant additives (in hexadecane) in a boundary lubrication
test regime (Ball-on-Disk) [1]. Critical to their performance is
their ability to adsorb to a steel surface. To characterize such
systems, Jahanmir and Beltzer previously noted the ability to
obtain Coefficient of Friction (COF)-derived adsorption
isotherms [2]. Subsequently, adsorption energies may be
obtained via fits to a variety of adsorption models (e.g.
Langmuir, Temkin, Frumkin-Fowler-Guggenheim (FFG)). In
our previous work we noted the non-Langmuirian behavior of
methyl fatty ester control systems (methyl stearate, methyl
oleate (MO), methyl palmitate (MP), methyl laurate (ML)) and
applied non-linear iterative fitting and a general adsorption
model [3]. In this paper we extend that work to include more
complex estolide esters (methyl oleic estolide ester (ME), 2-
ethylhexyl oleic estolide ester (EHE)) and an additional ester
control system (2-ethylhexyl oleate (EHO)). Estolide esters
display good pour points, viscosities, and oxidative stability
and are thus suitable choices for bio-based lubricants [4].
Additionally, these systems provide more complex surface
interactions for which the theoretical models may be tested and
developed.
NOMENCLATURE
C additive concentration (M).
θ additive surface coverage, 0 to 1.
E primary adsorption energy (kcal/mole).
R molar gas constant (1.987x10
-3
kcal/mole-K).
T temperature (298 K).
α lateral interaction parameter (kcal/mole).
E
ads
total adsorption energy (kcal/mole).
C
c
critical concentration (M).
E
c
critical concentration adsorption energy (kcal/mole).
MW additive molecular weight (g/mole).
n number of sites covered by one adsorpt.
γ arbitrary dependence parameter.
E
0
ester adsorption energy (kcal/mole).
RESULTS AND DISCUSSION
θ versus additive concentration data were generated for
each of the methyl esters studied using Ball-on-Disk and the
method of Jahanmir and Beltzer [1-3]. An unconstrained
General adsorption model [5] allowing for no lateral interaction
(Langmuir), repulsive interaction (Temkin), or attractive
interactions (FFG) was applied via iterative fitting:
RT RT
E
e e
C
αθ
θ
θ
− −
−
=
) 1 (
(1)
Where, E + αθ = E
ads
. Isotherm fits and relevant parameters
are depicted in Fig. 1 and Table 1. It was found that simply
determined critical concentrations, indicative of a critical points
of effective lubrication (θ = 0.5, α = 0, Eq. 1, Fig. 1), provide
adsorption energies, E
c
, that correlate well with values obtained
via iterative methods, Table 1. However, all Langmuir fits are
clearly insufficient, Fig. 1.
For data exhibiting relatively Langmuirian behavior the
adsorption parameters are similar regardless of the method of
fitting, e.g. EHE, ME, and EHO. However, when significant
1 Copyright © 2005 by ASME