Measurement of Mass Diffusivity Using Interferometry through
Sensitivity Analysis
Yogesh M. Nimdeo,
†
Yogesh M. Joshi,*
,†
and K. Muralidhar
‡
†
Department of Chemical Engineering and
‡
Department of Mechanical Engineering, Indian Institute of Technology Kanpur Kanpur
208016, India
ABSTRACT: Mass diffusion of a solute in a solvent is realized in many applications. The extraction of transport properties from
optical images has not received sufficient attention, though refractive index techniques for determination of the mass diffusion
coefficient of a solute in a binary system have been discussed in the literature. The issue becomes important in experiments
involving slow diffusion during which concentration gradients in parts of the domain are large. Accordingly, refractive index
gradients are also large and higher order effects influence image formation. This weakness can be addressed by carrying out
sensitivity analysis, wherein only that part of the data is analyzed which is highly sensitive to the experimental determination of
diffusivity. In the context of interferometry, the present study reports fringe patterns obtained for the diffusion of NaCl and
sucrose in deionized water at 25 °C. A Mach−Zehnder configuration of the interferometer has been employed. In an experiment,
a layer of solution is placed in a temperature-controlled cavity with fresh water above. The diffusion of the solute into water leads
to the formation of time-dependent fringe patterns. The images obtained are analyzed using two different techniques that work
with the right combination of fringes. Data analysis is carried out in that region of space and time which is most sensitive to mass
diffusivity. The two approaches rely on working with distinguishable fringes in the field of view and their displacement in time.
Both of these methods are found to be effective in predicting the mass diffusion coefficient, in fair agreement with the literature.
The present work signifies the importance of sensitivity analysis while obtaining reliable values of mass diffusivity using
interferometry.
1. INTRODUCTION
The diffusion of species in a mixture is a stochastic process and
is known to redistribute matter at a microscopic level. On a
macroscopic scale, it follows the gradient diffusion model and
is, in principle, completely characterized by Fick’s law leading to
a diffusion coefficient, namely, mass diffusivity. The knowledge
of mass diffusivity is essential for material characterization,
optimal design of unit operations,
1,2
and mathematical
modeling of various chemical and other engineering
processes.
3,4
Although an order-of-magnitude determination
of a mass diffusivity can be readily obtained using various
techniques, improved values of the property, specifically as a
function of solute concentration and temperature, require
specialized tools. The mass diffusivity of a solute in a solvent,
namely a binary system, can be predicted theoretically or
determined from empirical correlations.
5,6
On the other hand,
experimental methods such as quasi-steady-state diffusion
through a porous diaphragm,
7
Wiener’s method,
8
light beam
deflection techniques,
9,10
decaying pulse technique,
11
and
interferometry
12−16
have also been used to experimentally
determine the mass diffusivity. Out of these, optical techniques
are of special importance owing to their inertia-free and
nonintrusive nature. In this work we present the measurement
of mass diffusivity using a Mach−Zehnder interferometer. In
particular, we examine two data analysis techniques in the
context of interferograms formed in a mass transfer process. We
analyze their advantages and disadvantages from a point of view
of rigor and possible errors in experimental determination of
mass diffusivity. We aid the interferometric determination of
mass diffusivity by locating the most sensitive region of space
and time, which leads to greater confidence in the parameter
measurement procedure.
In an interferometric experiment, diffusion is allowed to
progress in time in a reference configuration, such as a
rectangular cavity. The binary system is required to be
transparent and nonabsorbing. Owing to a gradient in density,
properties such as phase and path length of the light beam get
altered, which leads to the formation of fringes. The data thus
recorded is highly resolved in space and time. Fringes represent
the concentration field in the spatiotemporal domain from
which diffusivity can be obtained experimentally. In the
literature, various interferometric techniques have been
employed to measure mass diffusivity. Guo et al.
17
used
phase shifting interferometry to determine the diffusion
coefficient of NaCl solution in water as a function of salt
concentration. The concentration field was obtained by
counting the number of fringes. Torres et al.
18
employed a
phase shifting technique to determine the mass diffusivity of 10
mg/mL solution of NaCl and 400 mg/mL solution of sucrose
in water using a small (3 mm × 20 mm × 45 mm) diffusion
cell. Interestingly, usage of a small cavity facilitated the
formation of fewer fringes and the experimental determination
of mass diffusivity within a short period of 10−13 min with an
uncertainty of 5%. Riquelme et al.
14
carried out interferometric
measurement of the diffusion coefficient by using electronic
Received: June 30, 2014
Revised: November 7, 2014
Accepted: November 10, 2014
Published: November 10, 2014
Article
pubs.acs.org/IECR
© 2014 American Chemical Society 19338 dx.doi.org/10.1021/ie502601h | Ind. Eng. Chem. Res. 2014, 53, 19338−19350