J Am Oil Chem Soc
DOI 10.1007/s11746-015-2667-7
1 3
ORIGINAL PAPER
An Empirical Equation for Estimation of Kinematic Viscosity
of Fatty Acid Methyl Esters and Biodiesel
Suriya Phankosol
1
· Kaokanya Sudaprasert
2
· Supathra Lilitchan
3
·
Kornkanok Aryusuk
4
· Kanit Krisnangkura
4
Received: 16 December 2014 / Revised: 8 May 2015 / Accepted: 21 May 2015
© AOCS 2015
proposed model would be good for estimation of viscosity
of biodiesel containing normal fatty acids, generally found
in biodiesel feed stocks.
Keywords Biodiesel · Fatty acid composition · Fatty acid
methyl esters · Viscosity
Introduction
Biodiesel has been widely used as an alternative diesel fuel
in many countries. Vegetable oils are the major sources
for biodiesel production but types of oils are varied and
depend on their availabilities. Therefore, the feed stocks
for biodiesel of different countries are different. Conse-
quently, physical and fuel properties of biodiesel may vary
not only from country to country, but they may also vary
from batch to batch. Thus, a standard for commercial bio-
diesel is necessary for each country. Viscosity is one of the
most important properties, which dictates the atomization
process and the fuel droplet size. Atomization is the first
stage of combustion in the diesel engine. Oxygen in the air
reacts rapidly with the fuel on the outer surface of the oil
droplet and releases a tremendous amount of heat to the
surroundings. Thus, higher viscous liquids, which tend to
form a larger droplet size, may enhance the polymerization
reaction, especially oil with a high degree of unsaturation.
The use of a viscous fuel leads to poor atomization which
is responsible for coke formation in the injector and poor
fuel combustion. [1–4]. Hence, viscosity is included in the
biodiesel specification of most countries. Although experi-
mental determination of biodiesel viscosity is not difficult,
a simple and accurate model is greatly desirable. A good
mathematical model provides not only a rapid estimation of
viscosity, but helps in the further development and tailoring
Abstract Kinematic viscosity (μ) is an important physi-
cal property of fatty acid methyl esters (FAME) and bio-
diesel. In this work, the Martin’s rule of free energy
additivity is extended to cover the kinematic viscosity
of saturated and unsaturated FAME commonly found in
nature. The proposed model can also be extended to esti-
mate kinematic viscosity of biodiesel. The kinematic vis-
cosity of a FAME or a biodiesel can be easily estimated
from its carbon number (z), number of double bonds (n
d
)
at different temperatures (T) without a prior knowledge of
the viscosity of individual FAME. Both z
ave
and n
d(ave)
can
be derived from its fatty acid composition. Thus, kinematic
viscosity of biodiesel at temperatures between 20 and
100 °C and at atmospheric pressure can be estimated. The
average absolute deviation (AAD) estimated at 20–100 °C
for saturated, unsaturated FAME, biodiesels and biodiesel
blends are 4.15, 3.25, 6.95 and 2.79 %, respectively. The
biodiesels collected in this study (191 data points) have
the z
ave
and n
d(ave)
between 14.10 and 17.96 and 0.21–
1.54, respectively. The standard deviation was 0.249. The
* Kanit Krisnangkura
kanit.kri@kmutt.ac.th
1
Present Address: Department of Industrial and Technology
Management, Faculty of Science and Technology,
Bansomdejchaopraya Rajabhat University, Bangkok 10600,
Thailand
2
Division of Energy Technology, School of Energy,
Environment and Materials, King Mongkut’s University
of Technology Thonburi, Bangkok 10140, Thailand
3
Department of Nutrition, Faculty of Public Health, Mahidol
University, Rachathewi, Bangkok 10400, Thailand
4
Division of Biochemical Technology, School of Bioresources
and Technology, King Mongkut’s University of Technology
Thonburi (Bangkhuntien), Bangkok 10150, Thailand