Hindawi Publishing Corporation
Journal of Composites
Volume 2013, Article ID 274527, 9 pages
http://dx.doi.org/10.1155/2013/274527
Research Article
Tribological Performance Optimization of Al-7.5%
SiCp Composites Using the Taguchi Method and Grey
Relational Analysis
Shouvik Ghosh, Prasanta Sahoo, and Goutam Sutradhar
Department of Mechanical Engineering, Jadavpur University, Kolkata 700032, India
Correspondence should be addressed to Prasanta Sahoo; psjume@gmail.com
Received 11 May 2013; Accepted 7 August 2013
Academic Editor: Masamichi Kawai
Copyright © 2013 Shouvik Ghosh et al. his is an open access article distributed under the Creative Commons Attribution License,
which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
he present study considers an experimental study of tribological performance of Al-7.5% SiCp metal matrix composite and
optimization of tribological testing parameters based on the Taguchi method coupled with grey relational analysis. A grey relational
grade obtained from grey relational analysis is used as a performance index to study the behaviour of Al-7.5% SiCp MMC with
respect to friction and wear characteristics. he tribological experiments are carried out by utilizing the combinations of tribological
test parameters based on the L
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Taguchi orthogonal design with three test parameters, namely, load, speed, and time. he material
Al-7.5% SiCp metal matrix composite is developed by reinforcing LM6 aluminium alloy with 7.5% (by weight) SiC particle of 400
mesh size (∼37 m) in an electric melting furnace. It is observed that sliding time has a signiicant contribution in controlling
the friction and wear behaviour of Al-7.5% SiCp MMC. Furthermore, all the interactions between the parameters have signiicant
inluence on tribological performance. A conirmation test is also carried out to verify the accuracy of the results obtained through
the optimization problem. In addition, a scanning electron microscopy (SEM) test is performed on the wear tracks to study the
wear mechanism.
1. Introduction
In recent years, metal matrix composites have gained pop-
ularity for use in industrial applications. he metal matrix
composites have become increasingly desirable to engineers,
largely due to improved toughness, strength, and stifness
properties ofered by these materials relative to the unrein-
forced base metals. Mostly light metals such as aluminium,
magnesium, and their alloys have received the commercial
recognition due to their relatively low cost and easy process-
ing. Arguably, aluminium based composites have shown per-
formance improvements in a variety of applications requiring
high strength, low mass, and tailored thermal properties. In
the past years, many researchers have studied the friction and
wear behaviour of Al based composites. Mostly, researchers
have studied the friction and wear behaviour for sliding
contact [1–6]. Some of the researchers have studied the
abrasive wear behaviour for the same [7–12]. he efect of heat
treatment [13, 14] and temperature change [15] is also studied
by some researchers.
Ma et al. [1] conducted wear test with block-on-ring con-
iguration for Al-20% SiCp (particulate) and Al-50% SiCp.
From the tests, they reported that wear increases with the
increase in load and sliding speed, while wear decreases with
the increase in SiC incorporation. It was also observed that at
loads of above 100 N and at sliding speed of 6 m/s severe wear
took place. Yalcin and Akbulut [2] observed that wear rate
varies inversely with reinforcement volume fraction. Sharma
et al. [3] conducted the dry wear test for SiC reinforcement 0–
5 volume fraction range and observed that wear rates decrease
with increase in volume fraction of the reinforcement. Ghosh
et al. [4] studied the friction behaviour of Al-5% SiC MMC
and concluded that applied load and sliding speed are the
most signiicant parameters afecting the friction behaviour
of the material. Another similar study was conducted by
Ghosh et al. [5] on the friction behaviour of Al-10% SiC
MMC. Onat [6] studied the dry sliding wear properties of
SiCp reinforced Al-Cu composite and concluded that with
increase in applied load and sliding speed, the wear rates