© Faculty of Mechanical Engineering, Belgrade. All rights reserved FME Transactions (2020) 48, 636-650 636
Received: March 2020, Accepted: May 2020
Correspondence to: Dr Dhananjay R. Mishra, Mechani-
cal Engineering Department, Jaypee University of
Engineering and Technology, Guna-473226, India
E-mail: dm30680@gmail.com
doi:10.5937/fme2003636G
Girish Dutt Gautam
Research Scholar
Department of Mechanical Engineering
Jaypee University of Engineering and
Technology, Guna-473226,
Madhya Pradesh
India
Dhananjay R. Mishra
Assistant professor (SG)
Department of Mechanical Engineering
Jaypee University of Engineering and
Technology, Guna-473226,
Madhya Pradesh
India
Multiple Kerf Quality Optimization in
Laser Cutting of BFRP Composite
using Grey Relational based Genetic
Algorithm
In laser beam machining, the geometrical precise cutting of fiber
reinforced polymer (FRP) composite materials is a challenging task in
order to produce a higher quality cut. The aim of the present research is to
determine optimum levels of cutting parameters able to provide geomet-
rically accurate cut for 1.60 mm thick Basalt Fiber Reinforced Polymer
(BFRP) composite laminate. The total of 42 experiments have been perfor-
med on a 250W pulsed Nd:YAG laser system. During experimentation, the
lamp current, pulse width, pulse frequency, compressed air pressure and
cutting speed have been varied to evaluate different kerf quality
characteristics such as top and bottom kerf width, top & bottom kerf
deviation, and kerf taper. Experimental results have been used to single
index optimization of evaluated multiple kerf quality characteristics. A
hybrid grey relational analysis coupled with genetic algorithm approach
has been adopted for the optimization. The optimum levels of cutting
parameters have been found at moderate lamp current (184.5 Amp), lower
pulse width (2 ms), compressed air pressure (8 kg/cm
2
) and cutting speed
(50 mm/min) and higher pulse frequency (30 Hz). Finally, confirmation
experiments have been conducted and it has been observed that optimal
levels of cutting parameters are able to improve top kerf width, bottom kerf
width, top kerf deviation, bottom kerf deviation, and kerf taper by 13.33 %,
13.29 %, 23.52 %, 23.07 %, and 10.83 %, respectively. From the
experimental results, it has been found that lamp current is the most
significant parameter for all kerf quality characteristics.
Keywords: Nd:YAG laser; Basalt fiber; Kerf characteristics; optimization;
Grey relational analysis; Genetic algorithm.
1. INTRODUCTION
In recent decades, the interest of researchers focused on
basalt fibers due to their higher mechanical performance
and eco-friendly nature. These fibers are obtained from
melted basalt rocks by an energy efficient extrusion
process [1]. Silicon dioxide (SiO
2
) and aluminium oxide
(Al
2
O
3
) are the main constituents of basalt fibers.
Superior thermal, electrical, abrasion, corrosion, and
chemical resistant properties with higher shear and
compression strength make basalt fibers and its compo-
sites suitable for a wide range of applications in auto-
mobile, aircraft, and manufacturing industries. Basalt
fibers have a wide range of working temperature from -
269 ºC to 650 ºC. Their composites are widely used for
the production of car headliners, disc brake pads and
clutch facing components, engine insulator due to their
higher frictional, thermal and shock resistance proper-
ties in the automotive industries. Nowadays basalt fibers
are increasingly replacing E-glass fibers and carbon
fibers as a reinforcing agent of polymer matrix com-
posites due to its greater tensile and compressive pro-
perties and low cost. It has a similar chemical structure
to the glass with slightly higher density and higher sta-
bility in an acidic environment. Basalt composite pipes
are stronger as compare to glass fiber pipes for
corrosive liquids and gases transportation [2].
In recent years, the applications of BFRP composites
are increased in various engineering sectors. Machining
of these composites is required for their structural appli-
cations. In their conventional machining, various fric-
tional forces are developed and reduce their cut quality.
Matrix cracking, thermal damages, whiskers formation,
fiber losing and fiber delamination around cutting edges
are some of the major drawbacks of conventional
machining of BFRP composites. Advanced machining
processes such as laser beam machining (LBM), water
jet machining, plasma arc machining etc. compared to
the conventional machining techniques provide superior
cut quality during FRP composite machining. These
processes also improve the production rate. [3].
Laser beam cutting (LBC) proves its wide accep-
tability for machining of FRP composites to obtain
precise and complex profile cut. It provides a better cut
quality and operation preciseness with low cost and
improved machinability. In LBC, a high energy focused
laser beam is utilized for removal of material from the
work surface through melting and evaporation caused