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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 10 | Oct 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 717
Experimental Investigation of Wear Behaviour of Aluminium Metal
Matrix Composite Reinforced with Titanium Carbide (TiC) Particulate
Vijayratna Pawar1, Dr. S. B. Chikalthankar2, Vishal Bhagat3
1,3, PG Student, Mechanical Engineering Department, Government College of Engineering, Aurangabad (M. S.), India
2Associate Professor, Mechanical Engineering Department, Government College of Engineering,
Aurangabad (M. S.), India
-----------------------------------------------------------------------------***----------------------------------------------------------------------------
Abstract – The aim of the paper is to find the wear behaviour
of Al LM6 Reinforced with titaniumcarbide(TiC). Thestrength
to weight ratio of aluminium increases with addition of
reinforcement and it makes most suitable material for
application were high strengh to weight ratio required.
Aluminium based metal matrix composites find varied
applications in aerospace, defence, automobile, sports
equipment and electronics due to their favorable properties
viz. light weight, high strength and low coefficient of thermal
expansion with addtion of reinforcement.The sliding wear
behavior of aluminum matrix composites LM6–TiC have been
investigated under dry sliding wear conditions. Thealuminum
metal matrix composites (AMMCs) are produced as LM6
matrix metal and TiC particulates of an average size of 44 µm
as reinforced particles through stir casting. AMMCs studied
are contained 4,6,8,10 wt.% of TiCparticlesfor LM6. Thewear
tests were carried out at sliding velocity of 3,4,5 m/s,
Temperature 75, 100, 125 oC and at Normal load of 20,30,40
N. The wear resistance of the composites increased with
increasing weight percentage of TiC particles..
Key Words: AMMC, TiC, Wear rate, Sliding
Velocity, Reinforcement,composite
1. INTRODUCTION
Aluminium based composites are gaining increased
applications in the transport, aerospace, marine, oil and gas,
automobile & mineral processing industries, due to their
excellent strength, wear resistance properties and light
weight. However, their widespreadadoptionfor engineering
applications has been hindered by thehighcostofproducing
components[4].
Hence much effort is been geared toward the development
of composites with reinforcements that are relativelycheap,
light weight & can compete favourably in terms of strength
and wear characteristics.
Metals are normally alloyed with other elements to
improve their mechanical propertiesandphysical properties
a wide range of alloy compositions is available in market.
Final properties are highly influenced by thermal and
mechanical treatments which determine the
microstructure[3]
Recently, much interest has been in the automobile and
aviation industries and many other industries to increase
strength to - weight ratio of components & to improve the
wear resistance of components, and enhance fuel efficiency
as evidenced by extensive research into aluminium-based
composites, due to light weight of aluminium it is most
favour to use for the application were weight reduction is
necessary [6]. One of such area being considered for
potential weight reduction is the brake system because the
conventional brake system has much weight and it has to be
reducted to reduce the overall weight of the vehicle. Most
Vehicles today are built with disc brake whichconsistsofthe
caliper and a ventilated rotor. The caliper & rotor are
typically made from ductile cast iron and grey cast iron
respectively. Cast aluminium & aluminium based metal
matrix composites (MMC) brake rotors give as much as 45-
61% weight reduction in the braking system of the vehicle
[7]. However, the major limitation of the use of aluminium
alloys is its soft nature and its thermal expansion with high
temperature, hence the need for its reinforcement withhigh
strength-stiffness-strength materials such as TiC, SiC, TiB2,
B4C, Al2O3, and Si3N4 [8].
Aluminium containing Reinforcement of TiC making it a
potential candidate as a reinforcing agent for theproduction
of metal matrix composite for wear applications, the TiC
particles are hard and has a high melting point of 3160 °C .
Wear is one of the most commonly encountered industrial
problems that leads to the replacement of components and
assemblies.
During the sliding action, the hard Particles
(Reinforcement) are detached from the composite surface
constitute a resisting barrier for reducing the wear rate of
the composite material and result in long wear life of
component which eventually increasethelifeofcomponents
and assemblies. The sliding wear resistance of the
composites with respect to that of alloy varies with the
process parameters in consideration[9].
The sliding and adhesive wear can be avoided by
selection of dissimilar metals pairs for tribological
applications. In a comparative study on wear resistance
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 718
MMC and Cast iron it is concluded that MMC are better
Alternative materials as compared to cast iron for wear
application [10]
2. EXPERIMENTAL PROCEDURE
A. MATERIALS
The material selectedisAlLM6,thematerialfindsapplication
in aerospace, defense, automobile, sports equipment and in
electrical equipments etc. because of its light weight and
high strength, the chemical composition of the material is in
Table 1
Table 1: Chemical Composition of LM6 [Wt. %]
Compound Wt% Compound Wt%
Si 12.2491 Ti 0.0672
Co 0.0174 Zn 0.0944
Fe 0.4353 Ni 0.0264
Cu 0.0800 Sn 0.0632
Mn 0.1601 Cr 0.0199
Ca 0.0082 V 0.0146
Al 86.7654
B. Reinforcement:
Fig 1: Titanium carbide (TiC) powder
Fig shows the TiC powder supplied by Cemal Gems and
minerals, Bangalore Desity- 4.93 g/cm3, melting
temperature: 3160 °C, Boiling point: 4820 °C
C. Stir Casting
After cleaning Al ingot, it was cut to proper sizes, weighed in
requisite quantities and was chargedintoa verticallyaligned
pit type bottom poured melting furnace shown in Fig.2, Tic
particle were preheated separately to 250oC ± 5oC before
pouring in to the melt of Aluminium Alloy. This was done to
facilitate removal of any residual moisture as well as to
improve wettability. The moltenmetal wasstirredwitha BN
coated stainless steel rotor at speed of 300-450 rpm. A
vortex was created in the melt because of stirring where
preheated TiC particle was poured centrally in to the vortex.
The rotor was moved down slowly, from top to bottom by
maintaining a clearance of 12mmfromthe bottom.Therotor
was then pushed back slowly to its initial position. The
pouring temperature of the liquid was kept around 7000C.
Casting was made in cylindrical metal mould of 16 mm
diameter and 100 mm height. To compare the desired
characteristics, the AMCs were fabricated by repeating the
same procedure with 0% (base material) 4%, 6%, 8%, and
10% Tic.
Fig 2-: Stir casting experimental setup
Fig: 3 Al LM6 pin
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 719
D. Scanning Electron Microscopy (SEM)
Scanning Electron microscopy images were taken at Central
Facility Center, Dr. Babasaheb Ambedekar Marathwada
University, Aurangabad. The Make of Scanning Electron
Microscope was JEOL JSM-6510A as shown in figure
Fig 4: Scanning Electron Microscope Setup
In the following figures shows the SEM image of Al LM6 is
show with titanium carbide (TiC) particle distribution for
6% Tic, 8% Tic, and 10% Tic
Fig 5: SEM images of LM6 6% Tic
Fig 6: SEM images of LM6 8% Tic
Fig 7: SEM images of LM6 10% Tic
E. Wear Test
Wear test is carried out to find the wear rate of
Aluminium metal matrix LM6. Theweartestisperformedon
a pin on disc machine make of DUCOM. The cylindrical pin is
prepared of 12 mm and height 30 mm. the surface of the
material is polishedandsurfaceroughnessisabout0.1µm.All
samples and disc are clean with help of sand paper. Selected
parameters are Normal load 20 N,30 N,40 N, sliding velocity
3,4,5 m/s ,percentreinforcement0%(basematerial)4%,6%,
8%, 10%. Temperature 75 (ºc), 100(ºc), 125(ºc).
From the Pre-experimentationitwasfoundoutthatthewear
rate of reinforcement 0% (base material) and 4% is more as
compared to theotherpercentageofreinforcement therefore
for experimentation 6%, 8%, 10% reinforcement (TiC) is
selected and SEM images of 6,8,10% Wt% of TiC shown. The
levels of experiment are selected by OVAT analysis.
Wear rate calculations:
Wear rate in mm3/N-m
ρ: Density of LM6 in gm/cc
L: Sliding distance in the meter.
F: Load in Newton.
Wear rate = (∆m*(10ˆ3))/ρLF
Fig 8 : Pin on Disc set-up
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 720
3. Taguchi Experimental Design
The design of experiments(DOE)approachusing Taguchi
technique has been successfully used forwear behavious by
researchers for study of MMCs. A major step in the DOE
process is the selection of control factors and levels which
will provide the desired information. Taguchi creates a
standard orthogonal array to accommodate the effect of
several parameters on the output parameterand defines the
plan of experiment. Four process parameters at threelevels
led to the total of 9 dry sliding wear tests. The experimental
results are analyzed using analysis of variance (ANOVA) to
study the influence of parameters on wear rate. A linear
regression model is developed to predict the wear rate of
the composites. The major aim of the present investigation
is to analyze the influence of parameters like %
Reinforcement, Load, Sliding velocity and temperature of
the pin on dry sliding wear rate of aluminium LM6,
Titanium Carbide (TiC) used as reinforcment. Taguchi
technique is used to find the optimum levelsusing MINITAB
software.
For 4 Parameters and 3 levels the design in the MINITAB
becomes saturated when total degreed of freedom for an
array becomes equal to the sum ofthedegrees offreedomof
each parameter. Total degrees of freedom are given by
fLN = N-1. Degrees of freedom for residual error can be
calculated as follows
DF= (fLN) – (Sum of DF of all the terms included in the
model)
In the present investigation standardL9 orthogonal array
with 3 levels of four parameters is used. The parameters
selected in this study are reinforcement, load, sliding
Velocity, temperature i.e. four process parameters. Total
degrees of fLN= N-1= 9-1=8
Table 2: Parameters and levels
Table 3: Experimental Run & Result
4. Experimental Results
Statistical analysis has to be performed in order to find out
the effect of Reinforcement (TiC), Load, sliding velocity,and
pin temperature on wear rate of aluminum composite of
LM6. Statistical analysis was performed using MINITAB 17
software. The analyzed results are presented using ANOVA
analysis and main effects plot.
Table 2 and Table 3 shows the orthogonal array and
results obtained during the experimentation.Figure 9 show
the wear rate ratio main effect plot for the output
performance characteristics. From Figure 9 it was
understood that the optimal parameter combination for
wear rate was as shown in table number 4
Fig. 9: Effect of various parameters on S/N ratios
For wear rate (LM6)
Sr
no
Parameter Level
1
Level
2
Level
3
1 Reinforcement
(%)
6 8 10
2 Load (N) 20 30 40
3 Sliding Velocity
(m/s)
3 4 5
4 Temperature
(ºC)
75 100 125
DF for residual error = 8-(2+2+2+2) = 0. The adjustedmean
square in ANOVA is calculated by dividing the sum of
squares by degrees of freedom. The degrees of freedom of
residual error is zero therefore it is not possible to calculate
mean square for error i.e. (MSE). ANOVA uses fisher test to
analyze the variance present in the experiment Hence
MINITAB fails to calculate F test and ultimately the p value
column in the ANOVA. To overcome this situation of
saturated design repeat response measurement method is
used.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 721
 Reinforcement: with increase in reinforcementthe
wear resistance of the pin is increasing upto 10%
TiC. The wear resistance increase because During
the sliding action, the hard TiC particles detached
from the composite surface constitute a resistance
barrier in reducing the wear rate of the composite
material [19,9,22]
 Load : with increasing of load from 20N to 40N
wear rate increases because with increase in load
coefficient of friction increased , further the size of
wear debris increased with increasing the load
resulting in large wear rate at higher load [17]
 Sliding velocity: the wearrateincreaseasthesliding
velocity increases from 3m/s to 5m/s as the SV
increased the disc speed increases , the material
removal ability of disc material will increase and it
will eventually remove the material from pin
surface & there is quick plastic deformation of
material [17]
 Temperature: the wear rate increaseswithincrease
in temp from 75 ºC to 125 ºC because increase in
temperature increases theintermoleculardistances
between the adjacent molecules, & With increaseof
temperature the wear rate increases because of the
thermal softening of matrix let to more wear [20]
Table 4: Optimum level of parameters for LM6 with
Titanium Carbide (Tic) reinforcement.
Sr. No. Parameter Optimum level
1 %Tic 10 %
2 Load 20 N
3 Sliding Velocity 3 m/sec
4 Temperature 75◦C
5. ANOVA For Wear Rate
ANOVA was used to determine the design parameters
significantly influencing the wear rate. Table 8 shows the
results of ANOVA for wear rate. This analysis was evaluated
for a confidence level of 95% that is for significance level
0.05. The last column of the table number 5 shows the
percentage of contribution of each parameter on the wear
rate, indicating the degree of influence on the result. It can
be observed from the results obtained that Load was the
most significant parameter having the highest statistical
influence (46.91%) on the sliding wear rate of composites
followed by Reinforcement (21.58%),Sliding velocity
(15.76%) and Temperature (10.81%) .When the P-value for
this model is less than 0.05, then the parameter can be
considered as statistically significant. From an analysis of
the results obtained in Table 5, it is observed that the effect
of load & percentage of Reinforcement (TiC) is influencing
wear rate of composites
Table 5: ANOVA result of TiC Composite for Wear
DF: degree of freedom, SS: sum of squares, V: variance, F:
test, P: Contribution
Fig 10: Percentage contribution of factors to wear
A. Model Summary
S R-sq R-sq(adj) R-sq(pred)
0.443536 95.01% 90.58% 80.05%
B. Regression Equation
Specific wear rate = 0.0088 - 0.00516 reinf + 0.001602
Load + 0.00968 sv
+ 0.000366 temp
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 722
.Analysis of variance (ANOVA) is carried outusing MINITAB
17 software to investigate difference in average
performance of the factors under test. ANOVA breaks total
variation into accountable sources and helps to determine
most significant factors in the experiment.
6. CONFIRMATION EXPERIMENT
Table 6: Predicted vs Experiemntal value
Parameter Model
value
Experimental
value
Error
%
Wear rate 0.04573 0.04742 3.69%
7. CONCLUSION
Titanium Carbide (Tic) aluminium based metal matrix
composite has been reported in this paper.
1. Al LM6 reinforced with TiC particles improves
dry sliding wear resistance
2. The wear resistance of the composite increases
with addition of TiC particles (by weight %) , it
increases upto 10% TiC.
3. It is observed that applied load is found to be most
significant parameter with 46.91% contribution to
wear rate. Reinforcement was found next
significant parameter with 21.51% contribution to
wear rate, sliding velocity 15.76%, temperature
10.81%
REFERENCES
1. Utkarsh Pandey, Rajesh Purohit, Pankaj Agarwal,
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7. Sarip S., Day A.J., 2015 An experimental study on
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behaviour of A356/25SiCp aluminium matrix
composites sliding against automobile friction
material”, sciencedirect Wear 261 (2006) 812–822
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Tschiptschin, “Wear resistance of cast irons used in
brake disc rotors”, sciencedirect Wear 255 (2003)
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aluminium alloy and its composites”,Elsevier,Wear
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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 723
Behaviour of Aluminium Hybrid”, sciencedirect,
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Experimental Investigation of Wear Behaviour of Aluminium Metal Matrix Composite Reinforced with Titanium Carbide (TiC) Particulate

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 10 | Oct 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 717 Experimental Investigation of Wear Behaviour of Aluminium Metal Matrix Composite Reinforced with Titanium Carbide (TiC) Particulate Vijayratna Pawar1, Dr. S. B. Chikalthankar2, Vishal Bhagat3 1,3, PG Student, Mechanical Engineering Department, Government College of Engineering, Aurangabad (M. S.), India 2Associate Professor, Mechanical Engineering Department, Government College of Engineering, Aurangabad (M. S.), India -----------------------------------------------------------------------------***---------------------------------------------------------------------------- Abstract – The aim of the paper is to find the wear behaviour of Al LM6 Reinforced with titaniumcarbide(TiC). Thestrength to weight ratio of aluminium increases with addition of reinforcement and it makes most suitable material for application were high strengh to weight ratio required. Aluminium based metal matrix composites find varied applications in aerospace, defence, automobile, sports equipment and electronics due to their favorable properties viz. light weight, high strength and low coefficient of thermal expansion with addtion of reinforcement.The sliding wear behavior of aluminum matrix composites LM6–TiC have been investigated under dry sliding wear conditions. Thealuminum metal matrix composites (AMMCs) are produced as LM6 matrix metal and TiC particulates of an average size of 44 µm as reinforced particles through stir casting. AMMCs studied are contained 4,6,8,10 wt.% of TiCparticlesfor LM6. Thewear tests were carried out at sliding velocity of 3,4,5 m/s, Temperature 75, 100, 125 oC and at Normal load of 20,30,40 N. The wear resistance of the composites increased with increasing weight percentage of TiC particles.. Key Words: AMMC, TiC, Wear rate, Sliding Velocity, Reinforcement,composite 1. INTRODUCTION Aluminium based composites are gaining increased applications in the transport, aerospace, marine, oil and gas, automobile & mineral processing industries, due to their excellent strength, wear resistance properties and light weight. However, their widespreadadoptionfor engineering applications has been hindered by thehighcostofproducing components[4]. Hence much effort is been geared toward the development of composites with reinforcements that are relativelycheap, light weight & can compete favourably in terms of strength and wear characteristics. Metals are normally alloyed with other elements to improve their mechanical propertiesandphysical properties a wide range of alloy compositions is available in market. Final properties are highly influenced by thermal and mechanical treatments which determine the microstructure[3] Recently, much interest has been in the automobile and aviation industries and many other industries to increase strength to - weight ratio of components & to improve the wear resistance of components, and enhance fuel efficiency as evidenced by extensive research into aluminium-based composites, due to light weight of aluminium it is most favour to use for the application were weight reduction is necessary [6]. One of such area being considered for potential weight reduction is the brake system because the conventional brake system has much weight and it has to be reducted to reduce the overall weight of the vehicle. Most Vehicles today are built with disc brake whichconsistsofthe caliper and a ventilated rotor. The caliper & rotor are typically made from ductile cast iron and grey cast iron respectively. Cast aluminium & aluminium based metal matrix composites (MMC) brake rotors give as much as 45- 61% weight reduction in the braking system of the vehicle [7]. However, the major limitation of the use of aluminium alloys is its soft nature and its thermal expansion with high temperature, hence the need for its reinforcement withhigh strength-stiffness-strength materials such as TiC, SiC, TiB2, B4C, Al2O3, and Si3N4 [8]. Aluminium containing Reinforcement of TiC making it a potential candidate as a reinforcing agent for theproduction of metal matrix composite for wear applications, the TiC particles are hard and has a high melting point of 3160 °C . Wear is one of the most commonly encountered industrial problems that leads to the replacement of components and assemblies. During the sliding action, the hard Particles (Reinforcement) are detached from the composite surface constitute a resisting barrier for reducing the wear rate of the composite material and result in long wear life of component which eventually increasethelifeofcomponents and assemblies. The sliding wear resistance of the composites with respect to that of alloy varies with the process parameters in consideration[9]. The sliding and adhesive wear can be avoided by selection of dissimilar metals pairs for tribological applications. In a comparative study on wear resistance
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 718 MMC and Cast iron it is concluded that MMC are better Alternative materials as compared to cast iron for wear application [10] 2. EXPERIMENTAL PROCEDURE A. MATERIALS The material selectedisAlLM6,thematerialfindsapplication in aerospace, defense, automobile, sports equipment and in electrical equipments etc. because of its light weight and high strength, the chemical composition of the material is in Table 1 Table 1: Chemical Composition of LM6 [Wt. %] Compound Wt% Compound Wt% Si 12.2491 Ti 0.0672 Co 0.0174 Zn 0.0944 Fe 0.4353 Ni 0.0264 Cu 0.0800 Sn 0.0632 Mn 0.1601 Cr 0.0199 Ca 0.0082 V 0.0146 Al 86.7654 B. Reinforcement: Fig 1: Titanium carbide (TiC) powder Fig shows the TiC powder supplied by Cemal Gems and minerals, Bangalore Desity- 4.93 g/cm3, melting temperature: 3160 °C, Boiling point: 4820 °C C. Stir Casting After cleaning Al ingot, it was cut to proper sizes, weighed in requisite quantities and was chargedintoa verticallyaligned pit type bottom poured melting furnace shown in Fig.2, Tic particle were preheated separately to 250oC ± 5oC before pouring in to the melt of Aluminium Alloy. This was done to facilitate removal of any residual moisture as well as to improve wettability. The moltenmetal wasstirredwitha BN coated stainless steel rotor at speed of 300-450 rpm. A vortex was created in the melt because of stirring where preheated TiC particle was poured centrally in to the vortex. The rotor was moved down slowly, from top to bottom by maintaining a clearance of 12mmfromthe bottom.Therotor was then pushed back slowly to its initial position. The pouring temperature of the liquid was kept around 7000C. Casting was made in cylindrical metal mould of 16 mm diameter and 100 mm height. To compare the desired characteristics, the AMCs were fabricated by repeating the same procedure with 0% (base material) 4%, 6%, 8%, and 10% Tic. Fig 2-: Stir casting experimental setup Fig: 3 Al LM6 pin
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 719 D. Scanning Electron Microscopy (SEM) Scanning Electron microscopy images were taken at Central Facility Center, Dr. Babasaheb Ambedekar Marathwada University, Aurangabad. The Make of Scanning Electron Microscope was JEOL JSM-6510A as shown in figure Fig 4: Scanning Electron Microscope Setup In the following figures shows the SEM image of Al LM6 is show with titanium carbide (TiC) particle distribution for 6% Tic, 8% Tic, and 10% Tic Fig 5: SEM images of LM6 6% Tic Fig 6: SEM images of LM6 8% Tic Fig 7: SEM images of LM6 10% Tic E. Wear Test Wear test is carried out to find the wear rate of Aluminium metal matrix LM6. Theweartestisperformedon a pin on disc machine make of DUCOM. The cylindrical pin is prepared of 12 mm and height 30 mm. the surface of the material is polishedandsurfaceroughnessisabout0.1µm.All samples and disc are clean with help of sand paper. Selected parameters are Normal load 20 N,30 N,40 N, sliding velocity 3,4,5 m/s ,percentreinforcement0%(basematerial)4%,6%, 8%, 10%. Temperature 75 (ºc), 100(ºc), 125(ºc). From the Pre-experimentationitwasfoundoutthatthewear rate of reinforcement 0% (base material) and 4% is more as compared to theotherpercentageofreinforcement therefore for experimentation 6%, 8%, 10% reinforcement (TiC) is selected and SEM images of 6,8,10% Wt% of TiC shown. The levels of experiment are selected by OVAT analysis. Wear rate calculations: Wear rate in mm3/N-m ρ: Density of LM6 in gm/cc L: Sliding distance in the meter. F: Load in Newton. Wear rate = (∆m*(10ˆ3))/ρLF Fig 8 : Pin on Disc set-up
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 720 3. Taguchi Experimental Design The design of experiments(DOE)approachusing Taguchi technique has been successfully used forwear behavious by researchers for study of MMCs. A major step in the DOE process is the selection of control factors and levels which will provide the desired information. Taguchi creates a standard orthogonal array to accommodate the effect of several parameters on the output parameterand defines the plan of experiment. Four process parameters at threelevels led to the total of 9 dry sliding wear tests. The experimental results are analyzed using analysis of variance (ANOVA) to study the influence of parameters on wear rate. A linear regression model is developed to predict the wear rate of the composites. The major aim of the present investigation is to analyze the influence of parameters like % Reinforcement, Load, Sliding velocity and temperature of the pin on dry sliding wear rate of aluminium LM6, Titanium Carbide (TiC) used as reinforcment. Taguchi technique is used to find the optimum levelsusing MINITAB software. For 4 Parameters and 3 levels the design in the MINITAB becomes saturated when total degreed of freedom for an array becomes equal to the sum ofthedegrees offreedomof each parameter. Total degrees of freedom are given by fLN = N-1. Degrees of freedom for residual error can be calculated as follows DF= (fLN) – (Sum of DF of all the terms included in the model) In the present investigation standardL9 orthogonal array with 3 levels of four parameters is used. The parameters selected in this study are reinforcement, load, sliding Velocity, temperature i.e. four process parameters. Total degrees of fLN= N-1= 9-1=8 Table 2: Parameters and levels Table 3: Experimental Run & Result 4. Experimental Results Statistical analysis has to be performed in order to find out the effect of Reinforcement (TiC), Load, sliding velocity,and pin temperature on wear rate of aluminum composite of LM6. Statistical analysis was performed using MINITAB 17 software. The analyzed results are presented using ANOVA analysis and main effects plot. Table 2 and Table 3 shows the orthogonal array and results obtained during the experimentation.Figure 9 show the wear rate ratio main effect plot for the output performance characteristics. From Figure 9 it was understood that the optimal parameter combination for wear rate was as shown in table number 4 Fig. 9: Effect of various parameters on S/N ratios For wear rate (LM6) Sr no Parameter Level 1 Level 2 Level 3 1 Reinforcement (%) 6 8 10 2 Load (N) 20 30 40 3 Sliding Velocity (m/s) 3 4 5 4 Temperature (ºC) 75 100 125 DF for residual error = 8-(2+2+2+2) = 0. The adjustedmean square in ANOVA is calculated by dividing the sum of squares by degrees of freedom. The degrees of freedom of residual error is zero therefore it is not possible to calculate mean square for error i.e. (MSE). ANOVA uses fisher test to analyze the variance present in the experiment Hence MINITAB fails to calculate F test and ultimately the p value column in the ANOVA. To overcome this situation of saturated design repeat response measurement method is used.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 721  Reinforcement: with increase in reinforcementthe wear resistance of the pin is increasing upto 10% TiC. The wear resistance increase because During the sliding action, the hard TiC particles detached from the composite surface constitute a resistance barrier in reducing the wear rate of the composite material [19,9,22]  Load : with increasing of load from 20N to 40N wear rate increases because with increase in load coefficient of friction increased , further the size of wear debris increased with increasing the load resulting in large wear rate at higher load [17]  Sliding velocity: the wearrateincreaseasthesliding velocity increases from 3m/s to 5m/s as the SV increased the disc speed increases , the material removal ability of disc material will increase and it will eventually remove the material from pin surface & there is quick plastic deformation of material [17]  Temperature: the wear rate increaseswithincrease in temp from 75 ºC to 125 ºC because increase in temperature increases theintermoleculardistances between the adjacent molecules, & With increaseof temperature the wear rate increases because of the thermal softening of matrix let to more wear [20] Table 4: Optimum level of parameters for LM6 with Titanium Carbide (Tic) reinforcement. Sr. No. Parameter Optimum level 1 %Tic 10 % 2 Load 20 N 3 Sliding Velocity 3 m/sec 4 Temperature 75◦C 5. ANOVA For Wear Rate ANOVA was used to determine the design parameters significantly influencing the wear rate. Table 8 shows the results of ANOVA for wear rate. This analysis was evaluated for a confidence level of 95% that is for significance level 0.05. The last column of the table number 5 shows the percentage of contribution of each parameter on the wear rate, indicating the degree of influence on the result. It can be observed from the results obtained that Load was the most significant parameter having the highest statistical influence (46.91%) on the sliding wear rate of composites followed by Reinforcement (21.58%),Sliding velocity (15.76%) and Temperature (10.81%) .When the P-value for this model is less than 0.05, then the parameter can be considered as statistically significant. From an analysis of the results obtained in Table 5, it is observed that the effect of load & percentage of Reinforcement (TiC) is influencing wear rate of composites Table 5: ANOVA result of TiC Composite for Wear DF: degree of freedom, SS: sum of squares, V: variance, F: test, P: Contribution Fig 10: Percentage contribution of factors to wear A. Model Summary S R-sq R-sq(adj) R-sq(pred) 0.443536 95.01% 90.58% 80.05% B. Regression Equation Specific wear rate = 0.0088 - 0.00516 reinf + 0.001602 Load + 0.00968 sv + 0.000366 temp
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 722 .Analysis of variance (ANOVA) is carried outusing MINITAB 17 software to investigate difference in average performance of the factors under test. ANOVA breaks total variation into accountable sources and helps to determine most significant factors in the experiment. 6. CONFIRMATION EXPERIMENT Table 6: Predicted vs Experiemntal value Parameter Model value Experimental value Error % Wear rate 0.04573 0.04742 3.69% 7. CONCLUSION Titanium Carbide (Tic) aluminium based metal matrix composite has been reported in this paper. 1. Al LM6 reinforced with TiC particles improves dry sliding wear resistance 2. The wear resistance of the composite increases with addition of TiC particles (by weight %) , it increases upto 10% TiC. 3. It is observed that applied load is found to be most significant parameter with 46.91% contribution to wear rate. Reinforcement was found next significant parameter with 21.51% contribution to wear rate, sliding velocity 15.76%, temperature 10.81% REFERENCES 1. Utkarsh Pandey, Rajesh Purohit, Pankaj Agarwal, S.K. Dhakad, R.S. Ranae “Effect of TiC particles on the mechanical properties of aluminiumalloymetal matrix composites (MMCs)”, Sciencedirect , 4 (2017) 5452–5460. 2. H.Shivaramu,K.Sa.Umashankar,D.A Prashantha,“Wear Characteristics Comparison of Cast and Powder Metallurgy Based Al and Al-Si Alloy [LM6]”, sciencedirect, Proceedings 5 (2018) 8138–8146 3. Kalyan Kumar Singh, Saurabh Singha, Anil Kumar Shrivastava, “Comparison of Wear and Friction Behavior of Aluminum Matrix Alloy (Al 7075) and Silicon Carbide based Aluminum Metal Matrix Composite under Dry Condition at Different Sliding Distance”, ScienceDirect 4 (2017) 8960–8970. 4. Burkinshaw, M., Neville, A., Morina, A., Sutton, M., 2012. Calcium sulphonate and its interactions with ZDDP on both aluminium-silicon and model silicon surfaces. Tribology International. 46: 41-51. 5. R.K. Uyyurua, M.K. Surappa, S. Brusethaug, “Tribological behavior of Al–Si–SiCp composites/automobile brake pad system under dry sliding conditions”, Tribology International 40 (2007) 365–373. 6. Rao R.N., Das, S., Mondal, D.P., Dixit G., 2009. Dry sliding wear behaviour of cast high strength aluminium alloy andhardparticlecomposite. Wear 267: 1688-1695 7. Sarip S., Day A.J., 2015 An experimental study on prototype lightweight brake disc for regenerative braking 8. Jimoh A., Sigalas I., Hermann M., 2012 . In Situ synthesis of titanium matrix composite(Ti-TiB-TiC) through sintering of TiH2-B4C Materials Sciences and Applications. 3: 30-35. 9. G.Balakumar et all , “tensile and wear characterisation of aluminium alloyreinforced with nano-ZrO2 metal matrix composite”,. International journal of nano science and nanotechnology 4 (1): 121-129. 10. N. Natarajan, S. Vijayarangan, I. Rajendran, “Wear behaviour of A356/25SiCp aluminium matrix composites sliding against automobile friction material”, sciencedirect Wear 261 (2006) 812–822 11. G. Cueva, A. Sinatora, W.L. Guesser, A.P. Tschiptschin, “Wear resistance of cast irons used in brake disc rotors”, sciencedirect Wear 255 (2003) 1256–1260. 12. A.B. Gurcan, T.N. Baker,“WearbehaviourofAA6061 aluminium alloy and its composites”,Elsevier,Wear 188 (1995) 185-191. 13. Sravan Kumar Josyula, SureshKumarReddyNarala, “Experimental investigation on tribological behaviour of Al-TiCp composite under sliding wear conditions”, Journal of Materials Processing Technology 229 398–406, 2016. 14. V. Ramakoteswara Rao, N. Ramanaiah M. M.Sarcar, “Dry sliding wear behavious of Tic- AA7075 Metal matrix composite”,international Journal of Science and Engineering, 2016.14, 1:27-37. 15. Ajith Arul Daniel, Sakthivel Murugesan, Manojkumar, Sudhagar Sukkasam, “Dry Sliding Wear Behaviour of Aluminum 5059/Sic/MoS2 Hybrid Metal MatrixComposites”,Volume20,1697- 1706, 2017. 16. T.S.A. Suryakumari, S.Ranganathan, Rodrigo E.pereira, “Preparation and Study the Wear
  • 7. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 09 | Sep 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 723 Behaviour of Aluminium Hybrid”, sciencedirect, Materials Today: Proceedings 5 (2018) 8104– 811156 17. S. Gopalakrishnan, N. Murugan, “Production and wear characterisation of AA 6061 matrix titanium carbide particulate reinforced composite by enhanced stir casting method”, Elsevier,composite: part B 43 (2012) 302-308. 18. A.Daound “wear and friction behaviour of sand brake rotor made of A359-20%SiC particle composites sliding against automobile friction material ”, Elsevier, tribology international 43(2010) 544-553 19. A.A Agbeleye “ Tribological properties of aluminium- clay composite for brake disc rotor application ”, sciencedirect 2017 20. Kalyan Kumar Singh et al. “Comparisonof Wearand Friction Behavior of Aluminum Matrix Alloy (Al 7075) and Silicon Carbide based Aluminum Metal Matrix Composite under Dry Condition at Different Sliding Distance”, Elsevier, Materials Today: Proceedings 4 (2017) 8960–8970 21. Jayasheel I Harti et al. “Microstructure and Dry Sliding Wear Behaviour of Al2219-TiCComposites”, Elsevier, Materials Today: Proceedings 4 (2017) 11004–11009 22. Al Qutub “Effect of heat treatment on friction and wear behaviour of Al 6061 composite reinforced 10% submicron Al2O3 particle”,the Arabian journal for science and engineering. 24: 205-215