Current Nanoscience, 2012, 8, 161-169 161
Taguchi Method Optimization of Parameters for Growth of Nano Dimensional SiC
Wires by Chemical Vapor Deposition Technique
Jyoti Prakash
1*
, Sunil K. Ghosh
2
, D. Sathiyamoorthy
1
, R. Venugopalan
1
and B. Paul
3
1
Powder Metallurgy Division, Bhabha Atomic Research Centre, Trombay, Mumbai-400085, India;
2
Bio-Organic Division, Bhabha
Atomic Research Centre, Trombay, Mumbai-400085, India
3
Materials Processing Division, Bhabha Atomic Research Centre, Trom-
bay, Mumbai-400085, India
Abstract: SiC wires of different morphology were grown using methyltrichlorosilane (MTS) and hydrogen by chemical vapor deposition
under ambient pressure. Taguchi method has been used to design experiments to get the optimum parameters for growing SiC wires of
diameter in nanometer range. Results from XRD and SEM analyses showed the growth of -SiC wires having different morphology. At
higher temperature (1500 °C), the growth of SiC grains was observed rather than wires. The optimum deposition conditions for uniform
diameter growth of SiC nano wires, smoothness of the surface and homogeneous growth of SiC on the surface have been obtained. The
hydrogen to MTS flow rate ratio should be above 20 for the growth of SiC wires of nanometer diameter. The deposition temperature for
the growth of crystalline SiC wires should be 1100-1300 °C. The total flow rate of carrier gas comprising of argon and hydrogen for a
particular H2/MTS flow rate ratio is critical for morphological outcome of SiC. In the present study it was 2 lpm for H2/MTS flow rate ra-
tio 14 to obtain wire morphology. When the total gas flow rate was increased to 6 lpm for the same H2/MTS flow rate ratio 14, the wire
morphology of SiC disappeared and the formation of grains occurred. The optimum deposition temperature i.e. 1300 °C was kept con-
stant and further experiments were conducted by changing H2/MTS mole ratio to verify morphological outcome of SiC. A plausible
mechanism has been suggested for the above observations using vapor-solid mechanism.
Keywords: CVD process, Nanowires, Nanorods, Silicon carbide, SEM, Taguchi method, VL mechanism.
1. INTRODUCTION
Recently, one-dimensional silicon carbide (SiC) nanostructures
have become an important area of research due to their potential
applications in mesoscopic research and nanostructured composite
materials [1]. The synthesis, formation mechanism and properties
of SiC continued to attract growing attention due to its excellent
mechanical, thermal and electronic properties [2-4]. One dimen-
sional SiC materials possess shape-induced unique electrical and
optical properties, as well as better elasticity and strength than those
in the bulk SiC. Due to these properties, SiC is considered as a
promising material for applications in reinforcement material such
as C/C composites, biomaterials, high-temperature semi-conducting
devices, light weight/high strength structure and catalysis fields,
especially for use in harsh environments [5,6].
To date, SiC nanostructures with various shapes, including SiC
nanobelts [7], nanorods [8], nanowires and nanotubes [9,10], have
been successfully synthesized. Several growth techniques have
been used to synthesize the SiC wires of different dimensions.
Amongst them, the catalytical chemical vapor deposition (CCVD)
[11], metal-organic chemical vapor deposition (MOCVD) [12],
carbothermal reduction process [13] and carbon nanotube confined
growth [14] are very common. It is necessary to explore a simpler
and more effective way for smooth and homogeneous growth of
SiC nanostructures for further practical applications. Chemical
vapor deposition (CVD) process is the most suitable and widely
used method for the production of wires of different shapes with
high purity and homogeneous coatings.
In the present studies we demonstrate a simple but effective
CVD synthesis route for the growth of homogeneous and smooth
SiC wires and application of Taguchi method to optimize the pa-
rameters for growth of nano dimensional SiC wires. The various
operating parameters that effect the growth of SiC wires are
*Address for correspondence to this author at the Powder Metallurgy Divi-
sion, Bhabha Atomic Research Centre, Trombay, Mumbai-400085, India;
Tel: +91-22-25590499; Fax: +91-22-27840031;
E-mail: jprakash@barc.gov.in
temperature of synthesis, MTS flow rate, hydrogen flow rate and
total gas flow rate. All these parameters were varied at three differ-
ent levels. So, this is a four-factor three-level system. In full facto-
rial design, either 34 or 81 number of experiments needed to be
carried out to get the necessary informations whereas Taguchi
method allowed us to complete the study in nine experiments only.
With the help of these nine experiments, the parameters for synthe-
sizing pure nano SiC wires have been optimized. Further experi-
ments have been carried out by varying hydrogen to MTS ratio to
observe its effect on the growth diameters of SiC keeping other
optimized parameters constant.
2. TAGUCHI METHOD
Taguchi designed a robust multi-parameter optimization proce-
dure [15] for identification and optimization of dominant process
parameters with minimum number of experiments. The method is
based on an orthogonal array [16] of experiments, which is a mini-
mal set of experiments with various combinations of parameter
levels. Output of the orthogonal array is used to optimize an objec-
tive function, which indicates the relative influences of various
parameters on the formation of the desired product. There are three
types of objective function i.e. larger-the-better, smaller-the-better
and nominal-the-best. The influences are commonly referred in
terms of S/N (signal to noise) ratio as shown in Eq.1 where is the
objective function to be optimized, μ is the measured signal (e.g.
diameter of SiC wires) and is the standard deviation of the signal
to noise ratio.
μ
2
2
(1)
For optimization of deposition rate and growth diameter of SiC
wires, smaller-the-better type of objective function was used. In this
case, the exact relation between S/N ratio and the signal is given by
Eq. 2 where y
i
is the signal (deposition rate or diameter of SiC
wires) measured in each experiment averaged over “n” repetitions.
S
N
(dB) = 10 log(
1
n
) y
i
2
i
n
(2)
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