SlideShare a Scribd company logo
1 of 7
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1285
Tribological Study of Aluminum Based Composite Material for
Automotive Brake Material
Nikhil R. Bhambar1, Poonam Talmale2
1 PG Student, Lt. G. N. Sapkal College of Engineering, Nasik, Savitribai Phule Pune University, M.S, India.
2 Asst. Professor, Lt. G. N. Sapkal College of Engineering, Nasik, Savitribai Phule Pune University, M.S, India.
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Automobile braking system is one of the most
important mechanical devices. It is used for slowing or
stopping the rotation of the wheel. The main aim of the
braking system is to control the speed of the vehicle for which
there is need of maximum coefficient of friction which can be
obtained by studying the tribological study of automobile
brake and brake pad material. So for braking action
coefficient of friction & frictional forceshouldbeoptimum. But
there is limitation because inordinate braking causes hot spot
formation and wear of the brake pad material. Composite
strong lightweight materials are used for the industrial
application because of their good mechanical properties
compared with the conventional alloys and materials.
According to ASTM G99 standard pinondiscapparatusisused
to determine the relative wear. Taguchi approach with the L9
array is employed to conduct experimentations and
extraneous array, signal to noise ratio and ANOVA for
investigating wear behavior of composite brake pad.
Key Words: — Metal Matrix Composites, Orthogonal Array,
Stir Casting, Taguchi Method, Wear behaviour.
1. INTRODUCTION
Brake pads as a friction material are used in vehicles for
braking action so as to stop the vehicle and the force applied
can be hydraulic, mechanical, pneumatic or electromagnetic
to the both sides of the brake disc. The disc brake and wheel
of vehicle are stopped or slowed due to the force of friction
created. Disc brake can be cooled readily also their recovery
time is less as compared to the drum brakes. Braking
performance of the vehicle is increased by the usage of the
disc brakes with respect to drum brakes.
Because of the above mentioned characteristics the disc
brakes are now being very widely used in light weight
vehicles such as cars and motor bikes. Becauseofgeneration
of high temperatures due to braking action thesurfaceof the
brake rotor has formation of cracks and also the rotor can
get plastically deformed.
The wear of brake pad is caused because of high stopping
force, because of the wear and tear the micro particles of the
brake pad get framed in the middle of the rotor disc and the
brake pads. The metal matrix composites have good
resistance capabilities against wear and tear as compared
with conventional grey castironforslidingactionagainstthe
vehicles friction material which makes them superior and
ultimately are used as an alternative to the cast iron.
The most important physical phenomena related to
braking is friction. The resistive force acting on a body
prevents or slows the slipping of the body relative to a
second body or surface. This relative motion can be
expressed as a combination of sliding, rolling and spin. The
force is acting tangent to the surface at points of contact and
is directed to opposite to relative motion. There are several
types of friction, but this study will focus on dry friction
which is sometimes adverted to as Coulomb friction. The
resistance of relative motion between two solid surfaces in
contact at rest or in motion can be termed as dry friction.
2. LITERATURE REVIEW
S. Vijayarangan, N. Natarajan, & I. Rajendran [1] looked
into wear behavior of A356-25SiCp aluminum metallic
matrix composite versus delineating material & compared
with mainstream grey cast iron. A uniform reduction of
coefficient of friction with respect to increase in load is
observed for both Al MMC materials & cast iron. The wear
and tear of the delineating material had increased more
when sliding against MMC disc becauseofthepluggingofthe
delineating stuff by the silicon carbide subatomic particles.
A. Douad, M.T Abou El-Khair[2],studiedthe wearandtear
behavior of sand cast brake rotor made of A359-20%vol SiC
particle composite sliding against automotive friction
material. The load and speed are kept in the range of 30–
100N and 3–12m/s on the wear and friction behavior of
sand cast brake rotor constructed of A359-20 volume % SiC
particle composites slewing against automobile friction
material was investigated.
R.K. Uyyuru, M.K. Surappa &S.Brusethaug[3]investigated
tribological behavior of stir-cast Al–Si/SiCp composites
against automobile brake pad material was studied using
Pin-on-Disc Tribotester. The Al-metal matrix composite(Al-
MMC) material was used as disc, whereas the brake pad
material forms the pin. It has been found that both wearrate
and friction coefficient vary with both applied normal load
and sliding speed. With increase in the applied normal load,
the wear rate was observed to increase whereas the friction
coefficient decreases. However, both the wear rate and
friction coefficients were observed to vary proportionally
with the sliding speed. During the wear tests, formation of a
tribo-layer was observed, presence of which can affect the
wear behavior, apart from acting as a source of wear debris.
Tribo-layer formed over the worn disc surfaceswasfoundto
be heterogeneous in nature.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1286
V.D. Londhe, Prof. M.S. Mhaske, Prof. R.A. Kapgate[4]
experimented that for semi-metallic lining material there is
the transfer of material on disc & leads to the formation of
the transfer layer, but at higher load & sliding, there is
generation of high temperature & destruction of transfer
layer which leads to increase in wear. The coefficient of
friction for semi-metallic lining material is high but wear is
also maximum. For LM13 cast Al alloy the wear & frictional
force increases with increase in load & sliding velocities.For
LM13-10SiC composite material wear is negative & the
coefficient of friction is high at lower load as compared to
semi-metallic lining material.
“Dry Sliding Wear Behavior of aluminum /Be3Al2(SiO3)6
Composite Using Taguchi Method” H. B. Bhaskar and Abdul
Sharief [5] shown investigation relating to the influence of
wear parameters like sliding speed, applied load and sliding
distance on the dry sliding wear of aluminum metal matrix
composites.
In “Frictional and Wear CharacteristicsofStir-CastHybrid
Composite aluminum Al6061 reinforced with SiC
Particulates”. Experimental investigation & analysis of wear
parameters on Al/SiC/Gr- Metal matrix hybridcompositeby
Taguchi method by Rachit Marwaha, Mr. Rahul Dev Gupta,
Dr. Vivek Jain [6] depicts Metal matrix hybrid composites
(MMHCs) are now gaining their usage in aerospace,
automotive and other industries because of their inherent
properties like high strength to weight ratio, hardness and
wear resistance, good creep behavior, light weight, design
flexibility and low wear rate.
3. PROBLEM DEFINATION
The continuous braking leads to break and causes severe
wear and tear of brake pad. Heavy braking leads to
establishment of grooves on brake pads, hot spots on brake
disc and excessive wear leading to failureofbrakesystem. In
order to optimize the existing semi metallic material used in
passenger car the study of tribological behavior of LM9
composite under various load and sliding velocity is
performed.
3.1 Objective
The prime objectives of the experiment are as follows
A) To design the performance characteristics for L9
orthogonal array by Taguchi method.
B) To seek the deportment of the material subject to
wear and friction point of view and study the effect
at different sliding speeds, loads, sliding distance
and material.
C) Usage of the ANOVA technique to identify the
significant control factors contribution.
4. MATERIAL
According to classical theory of dry friction/ adhesive
wears depends upon applied load, reinforcement fracture
toughness wearing surface hardness, and morphology the
precarious condition of wear. The aluminum alloy LM9
selected as base material for composite as these are chosen
where sliding contacts (coulombs friction/ adhesive wear)
are expected. And selected reinforcing element is Titanium
Carbide.
4.1 Pin Material
The pin samples are made of composites of LM9 Al alloy
and semi metallic brake pad delineatingofthe passenger car.
The pins are of diameter 12 mm and 32 mm and length
32mm. The semi metallic pin is having square cross-section
of dimension 8 x 8 and length 30 mm. Squarecross-section is
selected for semi metallic pins are because the circular
section are tedious to manufacture. A 320 emery paper is
used for cleaning the coat of pin samples. The pin specimen
for Al alloy and composite are shown in fig.1
Fig -1: Al alloy Composite Pin Samples
4.1 Chemical Composition
Table I below shows the chemical composition for the pin
material LM9+10%TiC
Table -1: Chemical Composition for LM9+10% TiC
Sr.
No
Substance
%
Composition
1 Silicon (Si) 9.20
2 Copper (Cu) 0.10
3 Magnesium (Mg) 0.60
4 Nickel (Ni) 2.40
5 Zinc (Zn) 0.06
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1287
4.2 Disc Material
The disc has similar chemical makeup as the brake disc
used in passenger vehicles for testing, which is of grey cast
iron manufactured at Bhagwati Casters Pvt, Ltd,Nasik. The
dimension of the disc is diameter of 165 mm & 8 mm
thickness having surface disorderliness value (Ra) of 1.57
similar to actual brakes.
Fig -2: Al alloy Composite Pin Samples
5. DEVELOPMENT OF LM9 AL/TIC METAL MATRIX
COMPOSITES.
The composite matrix is made by reinforcingtheLM9cast
Al alloy with Titanium Carbide subatomic particlesofsize25
(10% by weight). The LM9 Al alloy in actual is the
combination of aluminum-silicon alloy widely used for high
temperature application where the main focus is on low
coefficient of thermic expansion & good acquitting
properties. For manufacturing the composite the method of
stir casting is used. For oxidizing the surface of the titanium
carbide particles they are preheated till 9000 C in a muffle
furnace for 3hrs. Electric furnace is used to melt Aluminum
Alloy(LM9) at a temperature 600-7000 C, and this molten
slurry is stirred for 3-5mins in clockwise as well as
anticlockwise direction at 400rpm so as to createthevortex.
Nitrogen gas is used to prevent the happening of blow holes
by using the technique of degassing for the molten slurry.
After this the preheated TiC particles are added
simultaneously while stirring. The TiC particles are well
dispersed in Al matrix due to the negative pressure atcenter
because of the formation of vortex. The molten metal is
inserted in the sand mould after stirring for about 20mins.
6. OVERVIEW OF TAGUCHI METHOD
Taguchi method has certain assumptions considered the
method is used for designing engineering systems such as a
machine to do require work, function or manufacturing
product or item. For designing thesysteminfirst place,some
understanding of primeprocessesistooconsideredinherent
in the system. The same knowledge is used for making the
experiments more efficient. It is eminent that we skip extra
effort which might have gone in to investigatinginteractions
that does not exit. By not considering much of details, it has
already been known that the level ofeffortscanbedecreased
by ten or twenty times or maybe more in some cases. Other
main aspect of Taguchi method is theappreciationthatsome
variables can be controlled and some cannot be. In Taguchi
terms such are called as Control Factors and Noise Factors
respectively. Taguchi is employed in four numbers of steps
A) Conceptualize the qualitycharacteristicsanddesign
parameters important to the product/processes.
B) Plan, conceptualize and conduct the experiment.
C) Study the results to ascertain the optimum
conditions of Al-TiC composite. Experimentswill be
conducted with the factor level as given in table 1
6.1 Design of Taguchi Experiment
As per Taguchi approach the test conducted depends on
the number of parameters and no. levels, the proper L9
orthogonal array is selected.
Table -2: Parameter and there Level for Wear Test
Controllable
Factor
Load, L
(N)
Sliding
Speed,
S(m/s)
Sliding
Distance, D
(m)
Level 1 10 3.04 2000
Level 2 13 3.85 3000
Level 3 15 4.13 4000
Table -3: Orthogonal Array Condition
Load L ( N)
Sliding Speed V
(m/s)
Sliding Distance D
(m)
10 3.04 2000
10 3.85 3000
10 4.13 4000
13 3.04 2000
13 3.85 3000
13 4.13 4000
15 3.04 2000
15 3.85 3000
15 4.13 4000
6.2 Design of Experiment
The knowledge of process/products which are to be
investigated is of prime importance before designing
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1288
experiment so as to identify the factorslikelytoinfluence the
outcome. The focus of the analysis is to find the answers for
optimum condition, factors contributing to seek the result
and the expected result at the optimum condition.
Fig -3: Experimental Setup
In Tribometer, counter surface of known material is to be
fixed. Pin on stiff lever having frictionless force transducer.
The deflection of the highly stiff elastic arm, without
parasitic friction, insures a nearly fixed contact point and
thus a stable position on the friction track. The friction
coefficient is determined during the test by measuring the
deflection of the elastic arm. Wear coefficients for the pin
and disc material are calculated from the volume of the
material lost during the test. The simple method facilitates
the study of friction and wears behaviors of almost every
solid state material combination with or without lubricant.
6Furthermore, the control of the test parameters such as
speed, contact pressure and varying time allow a close
reproduction to the real life conditions of practical wear
situations.
6.3 Specification of Tribometer
Table -4: Specification of Tribometer
Sr. No Parameter Value
1 Wear Disc Size 165mm Dia. 8mm Thick
2 Specimen Pin Size
3,6,8,10,12 mm dia 25-
30mm long
3 Disc Rotation
Mean 200rpm Max
2000rpm
4 Sliding Speed 0.5-10m/s
5
Wear Track
Diameter
Mean 50mm, Max 200mm
6 Load Range Mean 5N, Max 200N
7 Frictional Force Mean 0N, Max 200N
8 Wear
Mean 2000micro m, Max
2000micro m
9 Temperature Mean ambient, Max 400 C
10 Motor
1.5Hp, 1415rpm, 50Hz,
3.3A
7. EXPERIMENTAL PROCEDURE
The experiments were conducted on the pin on disc
apparatus Tribo Tester (W.O. No. 1153 and SI. No 419) at
ambient and elevated (average) temperature according to
the L9 array. The material of the disc is grey cast iron having
similar chemical composition like the brake disc application
in passenger vehicles. The chemical analysis of the disc has
been carried out at Bhagvati Casters Laboratory at Nashik,
whereas the chemical analysis for composite has been
carried out at FAN Laboratories in Nashik. The disc is placed
with the help of dial indicator within minimum run out. The
surfaces of the pins are polished by 320 Emery paper before
starting the experiment. Precaution has to be taken that the
pin makes contact with the disc and on the display zero
should be shown which is adjusted with the help of screw
adjustment for wear and tear in control system. Also the
frictional force is directly measured on system.
8. EXPERIMENTAL RESULTS
Table -5: Design Parameters and Responses for
Coefficient of Friction
Design Parameters Coefficient of Friction
Sr.
No.
Load L
(N)
Sliding
Speed
V
(m/s)
Sliding
Distance
D (m)
Semi-
metallic
LM 9
LM9+10%
TiC
1 10 3.04 2000 0.201 0.4936 0.4713
2 10 3.85 3000 0.29 0.5112 0.4621
3 10 4.13 4000 0.43 0.513 0.4589
4 13 3.04 2000 0.31 0.6142 0.58
5 13 3.85 3000 0.493 0.4942 0.55
6 13 4.13 4000 0.513 0.4968 0.4519
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1289
7 15 3.04 2000 0.4 0.428 0.4916
8 15 3.85 3000 0.3941 0.4218 0.4146
9 15 4.13 4000 0.3912 0.45 0.4713
Table -6: Design Parameters and Responses for Wear Rate
Design Parameters Wear Rate(mm/sec3)
Sr.
No.
Load
L (N)
Sliding
Speed
V
(m/s)
Sliding
Distance
D (m)
Semi-
metallic
LM 9
LM9+10%
TiC
1 10 3.04 2000 0.00203 0.002571 0.00231
2 10 3.85 3000 0.006301 0.00516 0.004306
3 10 4.13 4000 0.004817 0.00386 0.003418
4 13 3.04 2000 0.0213 0.002316 0.01408
5 13 3.85 3000 0.00396 0.003213 0.01408
6 13 4.13 4000 0.004053 0.00351 0.003746
7 15 3.04 2000 0.00521 0.00361 0.003236
8 15 3.85 3000 0.007612 0.00614 0.005813
9 15 4.13 4000 0.001854 0.00204 0.001042
8.1 Analysis of Variance
Analysis of variance (ANOVA)isnothing butaccumulation
of statistical models which are further used to analyze the
deviations amonggroupmeansandtheirrelatedprocedures.
Parameters like slidingspeed,skiddingdistanceandloadcan
also be analyzed for the effect of wear by the ANOVA
technique. Relative significance of factors in terms of their
percentage contribution to the response also can be
established.
Fig -4: S/N Ratio of Semi-Metallic Material COF
Fig -5: S/N ratio of LM9 alloy-COF
Fig -6: S/N ratio of LM9+10% TiC-COF
Fig -7: S/N ratio of Semi Metallic Material-Wear
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1290
Fig -8: S/N ratio of Semi Metallic Material-Wear
Fig -9: S/N ratio of LM9+10% TiC-Wear
Table -7: Analysis Of Variance Results for SN Ratio for
Lm9+10%Tic
Sources of
Variation
DF Adj SS Adj MS
F-
Value
P-
Value
Percentage
Contribution
Regression 3 0.000061 0.00002 1.86 0.254
Load 1 0.00001 0.00001 0.03 0.863 4.81
Sliding
Velocity
1 0.000039 0.000039 3.56 0.118 33.67
Sliding
Distance
1 0.00022 0.00022 1.98 0.219 18.72
Error 5 0.000055 0.00011
Total 8
Table -8: Analysis Of Variance Results - S/N Ratio for
Semi-Metallic and Lm9 Alloy
Percentage
Contribution
Sr.
No
Parameters Semi
Metallic
Lm9
1 Load 5.92 13.46
2 Sliding Velocity 33.89 33.46
3 Sliding Distance 19.26 18.97
From the above table (Table 6) of ANOVA analysis it is
known that the sliding speed, load and skidding distance
have an effect on wear and tear of composite material.
Percentage contribution of each factor is indicated by the
last column on the result. It can be observed from ANOVA
(Table 6) that the load (4.81%) and sliding distance
(18.72%) has a great effect on the wear of the aluminum
matrix material. The Table 7 shows ANOVA analytics of
semi-metallic and LM9 alloy material. From the result it is
found that sliding velocity (33.67%) and sliding distance
(18.72%) which also has great effect on the wear of such
composite material.
8.2 Multiple Linear Regression Model
A multiple linear regression analysis attempts to model
the relationship betweentwoormorepredictorvariable and
a response variable by fitting a linear equation to the
observed data.
The regression equation for LM9+10%TiC
A) COF=0.618+0.00075load-0.0173 sliding velocity-
0.000027sliding distance.
B) Wear = -0.0075+0.000097load+0.00451sliding
velocity-0.00002sliding distance
8.3 Conformation Test Results
To validate the results obtained from the analysis,
conformation experiment was conducted and comparison
was made between the experimental values and computed
values developed from regression analysis, the table and
show the conformation experiment and its results.
Table -7: Conformation Test Parameters for Lm9+10%
Test Material Load Speed Sliding Distance
Lm9+ 10%
TiC
10 3.85 3000
15 3.85 3000
13 4.13 4000
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1291
Table -8: Conformation Test Results
Sr. No
Experiment
al Wear Rate
Regression
Model
Wear Rate Error %
1 0.004306 0.0048335 1
2 0.005813 0.0053185 9
3 0.003746 0.004187 10
Based on the conformation experiment, it was observed
that the error associated with experimental values and
computed values was minimal and hence this regression
model obtained from the L9 array can be used effectively to
predict the wear rate of the composite with good accuracy.
9. CONCLUSION
From the above analytics the following conclusions are
drawn from this present study.
1. The DOE technique was satisfactorily applied to the brake
pad materials so as to study there parameters
2. The analysis of variance shows that the Sliding Velocity
(33.67%) and Skidding Distance (18.72%) have
significant regulation on wear of LM9+TiC.
3. From the analysis of the variance it can be seen that the
Sliding Velocity (33.89) and Skidding Distance (19.26)
have significant influence on wear of Semi-Metallic stuff.
4. Variance analysis shows that the Sliding Velocity (33.46)
and Sliding Distance (18.97) havesignificantinfluenceon
wear and tear of LM9 alloy.
5. Coefficient of friction obtained increased in the LM9+TiC
alloy as compared with the Semi-Metallic material also
the Wear rate was reduced with significant value for
LM9+TiC with respect to Semi-Metallic material.
6. The regression equation gives the beat results for various
parameters. This means a considerablesavingincostand
time, which would benefit the industry to build more
general and particular databases of material properties.
REFERENCES
[1] N. Natarajan, S. Vijayarangan & I. Rajendran, Wear
Behavior of A356/25SiCp aluminum matrix composites
sliding against automobile friction material, 2016
[2] A. Douad, M. T Abou El-Khair, wearbehaviorofsandcast
brake rotor made of A359-20%vol SiC particle
composite sliding against automobile frition material
year 2009.
[3] R. K. Uyyuru, M. K. Surappa & S. Brusethaug,Tribological
Behavior of Stir cast Al-SiC composite against brakepad
material using pin on disc tribo taster.
[4] V. D. Londhe, Prof. M.S. Mhaske, Prof. R. A. Kapgate,
Evalution of Tribological Behavior of LM13- Silicon
Carbide Composite under Ambient and Elevated
Temperature, Year 2014.
[5] H. B. Bhaskar, Abdul Sharief, DrySlidingWearBehaviour
of Aluminium/Be3Al2 (SiO3)6CompositeUsingTaguchi
Method, Journal of Minerals and Materials
Characterization and Engineering, 2012, 11, 679-684.
[6] Rachit Marwaha, Mr. Rahul Dev Gupta , Dr. Vivek Jain,
Experimental investigation & analysis of wear
parameters on Al/SiC/Gr- Metal matrix hybrid
composite by Taguchi method, Global journal of
researches in engineering, Volume13, Issue 9, Version
1.0, Year 2013.
[7] G. Cueva, A. Sinatora, W.L. Guesser, A.P. Tschiptschin,
Wear resistance of cast irons used in brake disc rotors,
Wear 255 (2003) 1256–1260.
[8] Y. Joshi, A.R. Gupta & Roshni U. Shigarwade,
Scrutinization of A356/25SiCp AMC andGreyCasteIron
as Brake Rotor Material, year 2014.
[9] S. Bhasavarajappay and G. Chandramohan, 2005 “Wear
studies on Metal matrix Composites, a Taguchi
Approach”, J. Mater.Sci. Technol, Vol.21 No.6, 2005.
Kodgire V. D. & Kodgire S. V., Material Science &
Metallurgy for Engineers, 21th edition, Everest
Publication, Pune.
[10] Kodgire V. D. & Kodgire S. V., Material Science &
Metallurgy for Engineers, 21th edition, Everest
Publication, Pune.

More Related Content

What's hot

Modelling and Analysis of Hybrid Composite Joint Using Fem in ANSYS
Modelling and Analysis of Hybrid Composite Joint Using Fem in  ANSYSModelling and Analysis of Hybrid Composite Joint Using Fem in  ANSYS
Modelling and Analysis of Hybrid Composite Joint Using Fem in ANSYSIJMER
 
Modelling and Analysis of Hybrid Composite Joint Using Fem in Ansys
Modelling and Analysis of Hybrid Composite Joint Using Fem in AnsysModelling and Analysis of Hybrid Composite Joint Using Fem in Ansys
Modelling and Analysis of Hybrid Composite Joint Using Fem in AnsysIOSR Journals
 
Production of composite material
Production of composite materialProduction of composite material
Production of composite materialIAEME Publication
 
17. a review on electrical, thermal and wear behaviour of al6061 ag composite
17. a review on electrical, thermal and wear behaviour of al6061 ag composite17. a review on electrical, thermal and wear behaviour of al6061 ag composite
17. a review on electrical, thermal and wear behaviour of al6061 ag compositeNEERAJKUMAR1898
 
1435936220 volume 2 issue 5 (may 2015)
1435936220 volume 2 issue 5 (may  2015)1435936220 volume 2 issue 5 (may  2015)
1435936220 volume 2 issue 5 (may 2015)ijiert bestjournal
 
High performance polymer fibre reinforced metal matrix composites- Metal Orga...
High performance polymer fibre reinforced metal matrix composites- Metal Orga...High performance polymer fibre reinforced metal matrix composites- Metal Orga...
High performance polymer fibre reinforced metal matrix composites- Metal Orga...Padmanabhan Krishnan
 
Computational Analysis of Fatigue of Glass/Epoxy Composite Automobile Drive S...
Computational Analysis of Fatigue of Glass/Epoxy Composite Automobile Drive S...Computational Analysis of Fatigue of Glass/Epoxy Composite Automobile Drive S...
Computational Analysis of Fatigue of Glass/Epoxy Composite Automobile Drive S...AM Publications
 
A Review on Mechanical and Wear Behaviour of Aluminium Metal Matrix Composites
A  Review on Mechanical and Wear Behaviour of Aluminium Metal Matrix CompositesA  Review on Mechanical and Wear Behaviour of Aluminium Metal Matrix Composites
A Review on Mechanical and Wear Behaviour of Aluminium Metal Matrix CompositesIRJET Journal
 
Effect of Volume Fraction (Al2O3) on Tensile Strength of Aluminium 6061 by Va...
Effect of Volume Fraction (Al2O3) on Tensile Strength of Aluminium 6061 by Va...Effect of Volume Fraction (Al2O3) on Tensile Strength of Aluminium 6061 by Va...
Effect of Volume Fraction (Al2O3) on Tensile Strength of Aluminium 6061 by Va...IRJET Journal
 
Strength Analysis of Aluminium Composite Reinforced with Coconut Ash Powder A...
Strength Analysis of Aluminium Composite Reinforced with Coconut Ash Powder A...Strength Analysis of Aluminium Composite Reinforced with Coconut Ash Powder A...
Strength Analysis of Aluminium Composite Reinforced with Coconut Ash Powder A...ijtsrd
 
A Review on Investigation of Tribological Behavior of Nanocoating for Piston ...
A Review on Investigation of Tribological Behavior of Nanocoating for Piston ...A Review on Investigation of Tribological Behavior of Nanocoating for Piston ...
A Review on Investigation of Tribological Behavior of Nanocoating for Piston ...IJLT EMAS
 
An Overview on Different Processing Parameters in Particulate Reinforced Meta...
An Overview on Different Processing Parameters in Particulate Reinforced Meta...An Overview on Different Processing Parameters in Particulate Reinforced Meta...
An Overview on Different Processing Parameters in Particulate Reinforced Meta...IJERA Editor
 
Investigations on the material efficacy of failed helical gears in a gear train
Investigations on the material efficacy of failed helical gears in a gear trainInvestigations on the material efficacy of failed helical gears in a gear train
Investigations on the material efficacy of failed helical gears in a gear trainAlexander Decker
 
ANALYSIS AND EXPERIMENTAL VALIDATION OF COMPOSITE LAP JOINT WITH CRACK FOR AE...
ANALYSIS AND EXPERIMENTAL VALIDATION OF COMPOSITE LAP JOINT WITH CRACK FOR AE...ANALYSIS AND EXPERIMENTAL VALIDATION OF COMPOSITE LAP JOINT WITH CRACK FOR AE...
ANALYSIS AND EXPERIMENTAL VALIDATION OF COMPOSITE LAP JOINT WITH CRACK FOR AE...IAEME Publication
 
Af32633636
Af32633636Af32633636
Af32633636IJMER
 
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium /Al2O3 Compo...
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium /Al2O3 Compo...IRJET- Evaluation of Mechanical and Wear Properties of Aluminium /Al2O3 Compo...
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium /Al2O3 Compo...IRJET Journal
 

What's hot (20)

Modelling and Analysis of Hybrid Composite Joint Using Fem in ANSYS
Modelling and Analysis of Hybrid Composite Joint Using Fem in  ANSYSModelling and Analysis of Hybrid Composite Joint Using Fem in  ANSYS
Modelling and Analysis of Hybrid Composite Joint Using Fem in ANSYS
 
Modelling and Analysis of Hybrid Composite Joint Using Fem in Ansys
Modelling and Analysis of Hybrid Composite Joint Using Fem in AnsysModelling and Analysis of Hybrid Composite Joint Using Fem in Ansys
Modelling and Analysis of Hybrid Composite Joint Using Fem in Ansys
 
Production of composite material
Production of composite materialProduction of composite material
Production of composite material
 
17. a review on electrical, thermal and wear behaviour of al6061 ag composite
17. a review on electrical, thermal and wear behaviour of al6061 ag composite17. a review on electrical, thermal and wear behaviour of al6061 ag composite
17. a review on electrical, thermal and wear behaviour of al6061 ag composite
 
Drive shaft by using composite material
Drive shaft by using composite materialDrive shaft by using composite material
Drive shaft by using composite material
 
1435936220 volume 2 issue 5 (may 2015)
1435936220 volume 2 issue 5 (may  2015)1435936220 volume 2 issue 5 (may  2015)
1435936220 volume 2 issue 5 (may 2015)
 
High performance polymer fibre reinforced metal matrix composites- Metal Orga...
High performance polymer fibre reinforced metal matrix composites- Metal Orga...High performance polymer fibre reinforced metal matrix composites- Metal Orga...
High performance polymer fibre reinforced metal matrix composites- Metal Orga...
 
Computational Analysis of Fatigue of Glass/Epoxy Composite Automobile Drive S...
Computational Analysis of Fatigue of Glass/Epoxy Composite Automobile Drive S...Computational Analysis of Fatigue of Glass/Epoxy Composite Automobile Drive S...
Computational Analysis of Fatigue of Glass/Epoxy Composite Automobile Drive S...
 
Ijmet 09 11_021
Ijmet 09 11_021Ijmet 09 11_021
Ijmet 09 11_021
 
A Review on Mechanical and Wear Behaviour of Aluminium Metal Matrix Composites
A  Review on Mechanical and Wear Behaviour of Aluminium Metal Matrix CompositesA  Review on Mechanical and Wear Behaviour of Aluminium Metal Matrix Composites
A Review on Mechanical and Wear Behaviour of Aluminium Metal Matrix Composites
 
Effect of Volume Fraction (Al2O3) on Tensile Strength of Aluminium 6061 by Va...
Effect of Volume Fraction (Al2O3) on Tensile Strength of Aluminium 6061 by Va...Effect of Volume Fraction (Al2O3) on Tensile Strength of Aluminium 6061 by Va...
Effect of Volume Fraction (Al2O3) on Tensile Strength of Aluminium 6061 by Va...
 
Ijmet 06 08_012
Ijmet 06 08_012Ijmet 06 08_012
Ijmet 06 08_012
 
Strength Analysis of Aluminium Composite Reinforced with Coconut Ash Powder A...
Strength Analysis of Aluminium Composite Reinforced with Coconut Ash Powder A...Strength Analysis of Aluminium Composite Reinforced with Coconut Ash Powder A...
Strength Analysis of Aluminium Composite Reinforced with Coconut Ash Powder A...
 
A Review on Investigation of Tribological Behavior of Nanocoating for Piston ...
A Review on Investigation of Tribological Behavior of Nanocoating for Piston ...A Review on Investigation of Tribological Behavior of Nanocoating for Piston ...
A Review on Investigation of Tribological Behavior of Nanocoating for Piston ...
 
An Overview on Different Processing Parameters in Particulate Reinforced Meta...
An Overview on Different Processing Parameters in Particulate Reinforced Meta...An Overview on Different Processing Parameters in Particulate Reinforced Meta...
An Overview on Different Processing Parameters in Particulate Reinforced Meta...
 
Investigations on the material efficacy of failed helical gears in a gear train
Investigations on the material efficacy of failed helical gears in a gear trainInvestigations on the material efficacy of failed helical gears in a gear train
Investigations on the material efficacy of failed helical gears in a gear train
 
E012223438
E012223438E012223438
E012223438
 
ANALYSIS AND EXPERIMENTAL VALIDATION OF COMPOSITE LAP JOINT WITH CRACK FOR AE...
ANALYSIS AND EXPERIMENTAL VALIDATION OF COMPOSITE LAP JOINT WITH CRACK FOR AE...ANALYSIS AND EXPERIMENTAL VALIDATION OF COMPOSITE LAP JOINT WITH CRACK FOR AE...
ANALYSIS AND EXPERIMENTAL VALIDATION OF COMPOSITE LAP JOINT WITH CRACK FOR AE...
 
Af32633636
Af32633636Af32633636
Af32633636
 
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium /Al2O3 Compo...
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium /Al2O3 Compo...IRJET- Evaluation of Mechanical and Wear Properties of Aluminium /Al2O3 Compo...
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium /Al2O3 Compo...
 

Similar to IRJET-Tribological Study Of aluminum based Composite Material for Automotive Brake Material

A review on Comparison of Aluminium Alloy LM-25 with Al/Sic
A review on Comparison of Aluminium Alloy LM-25 with Al/Sic A review on Comparison of Aluminium Alloy LM-25 with Al/Sic
A review on Comparison of Aluminium Alloy LM-25 with Al/Sic IRJET Journal
 
Wear Analysis of Al7068 Metal Matrix Composite Reinforced with Silicon Nitride
Wear Analysis of Al7068 Metal Matrix Composite Reinforced with Silicon NitrideWear Analysis of Al7068 Metal Matrix Composite Reinforced with Silicon Nitride
Wear Analysis of Al7068 Metal Matrix Composite Reinforced with Silicon NitrideIRJET Journal
 
Experimental Investigation of Wear Properties of Aluminium LM25 Red Mud Metal...
Experimental Investigation of Wear Properties of Aluminium LM25 Red Mud Metal...Experimental Investigation of Wear Properties of Aluminium LM25 Red Mud Metal...
Experimental Investigation of Wear Properties of Aluminium LM25 Red Mud Metal...IJSRD
 
IRJET- Preparation & Mechanical Characterization of Aluminium 6063 Metal Matr...
IRJET- Preparation & Mechanical Characterization of Aluminium 6063 Metal Matr...IRJET- Preparation & Mechanical Characterization of Aluminium 6063 Metal Matr...
IRJET- Preparation & Mechanical Characterization of Aluminium 6063 Metal Matr...IRJET Journal
 
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium-Al2O3 Compos...
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium-Al2O3 Compos...IRJET- Evaluation of Mechanical and Wear Properties of Aluminium-Al2O3 Compos...
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium-Al2O3 Compos...IRJET Journal
 
IRJET - A Review on Advance Composite Material for Automotive Body Application
IRJET - A Review on Advance Composite Material for Automotive Body ApplicationIRJET - A Review on Advance Composite Material for Automotive Body Application
IRJET - A Review on Advance Composite Material for Automotive Body ApplicationIRJET Journal
 
Effect of Si-C on MMC of AL-Zn Alloy
Effect of Si-C on MMC of AL-Zn AlloyEffect of Si-C on MMC of AL-Zn Alloy
Effect of Si-C on MMC of AL-Zn AlloyIRJET Journal
 
Analysis of Highway Safety Barrier as FRP Material
Analysis of Highway Safety Barrier as FRP MaterialAnalysis of Highway Safety Barrier as FRP Material
Analysis of Highway Safety Barrier as FRP MaterialIRJET Journal
 
IRJET- To Study Experimental Investigation & Wear Analysis Effects of Composi...
IRJET- To Study Experimental Investigation & Wear Analysis Effects of Composi...IRJET- To Study Experimental Investigation & Wear Analysis Effects of Composi...
IRJET- To Study Experimental Investigation & Wear Analysis Effects of Composi...IRJET Journal
 
IRJET- Design and Analysis of Helical Spring using Composite Materials
IRJET-  	  Design and Analysis of Helical Spring using Composite MaterialsIRJET-  	  Design and Analysis of Helical Spring using Composite Materials
IRJET- Design and Analysis of Helical Spring using Composite MaterialsIRJET Journal
 
Evaluation Of Factors Affecting Sliding Wear Behaviour Of Al-Flyash Metal Mat...
Evaluation Of Factors Affecting Sliding Wear Behaviour Of Al-Flyash Metal Mat...Evaluation Of Factors Affecting Sliding Wear Behaviour Of Al-Flyash Metal Mat...
Evaluation Of Factors Affecting Sliding Wear Behaviour Of Al-Flyash Metal Mat...IJMER
 
IRJET- Tribological Evaluation of LM26 Aluminum Metal Matrix Composites.
IRJET-	 Tribological Evaluation of LM26 Aluminum Metal Matrix Composites.IRJET-	 Tribological Evaluation of LM26 Aluminum Metal Matrix Composites.
IRJET- Tribological Evaluation of LM26 Aluminum Metal Matrix Composites.IRJET Journal
 
A Review of the Aluminium Metal Matrix Composite and its Properties
A Review of the Aluminium Metal Matrix Composite and its PropertiesA Review of the Aluminium Metal Matrix Composite and its Properties
A Review of the Aluminium Metal Matrix Composite and its PropertiesIRJET Journal
 
MaterialsTodayProceedings2017.pdf
MaterialsTodayProceedings2017.pdfMaterialsTodayProceedings2017.pdf
MaterialsTodayProceedings2017.pdfveeru veeru
 
IRJET- Structural and Material Analysis of an Automobile Wheel Rim using ANSYS
IRJET- Structural and Material Analysis of an Automobile Wheel Rim using ANSYSIRJET- Structural and Material Analysis of an Automobile Wheel Rim using ANSYS
IRJET- Structural and Material Analysis of an Automobile Wheel Rim using ANSYSIRJET Journal
 
IRJET- Design and Experimental Analysis on Car Bumper with Composite Materials
IRJET- Design and Experimental Analysis on Car Bumper with Composite MaterialsIRJET- Design and Experimental Analysis on Car Bumper with Composite Materials
IRJET- Design and Experimental Analysis on Car Bumper with Composite MaterialsIRJET Journal
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)ijceronline
 
IRJET- Experimental Investigation of Wear Behaviour of Aluminium Metal Matrix...
IRJET- Experimental Investigation of Wear Behaviour of Aluminium Metal Matrix...IRJET- Experimental Investigation of Wear Behaviour of Aluminium Metal Matrix...
IRJET- Experimental Investigation of Wear Behaviour of Aluminium Metal Matrix...IRJET Journal
 

Similar to IRJET-Tribological Study Of aluminum based Composite Material for Automotive Brake Material (20)

A review on Comparison of Aluminium Alloy LM-25 with Al/Sic
A review on Comparison of Aluminium Alloy LM-25 with Al/Sic A review on Comparison of Aluminium Alloy LM-25 with Al/Sic
A review on Comparison of Aluminium Alloy LM-25 with Al/Sic
 
Wear Analysis of Al7068 Metal Matrix Composite Reinforced with Silicon Nitride
Wear Analysis of Al7068 Metal Matrix Composite Reinforced with Silicon NitrideWear Analysis of Al7068 Metal Matrix Composite Reinforced with Silicon Nitride
Wear Analysis of Al7068 Metal Matrix Composite Reinforced with Silicon Nitride
 
Experimental Investigation of Wear Properties of Aluminium LM25 Red Mud Metal...
Experimental Investigation of Wear Properties of Aluminium LM25 Red Mud Metal...Experimental Investigation of Wear Properties of Aluminium LM25 Red Mud Metal...
Experimental Investigation of Wear Properties of Aluminium LM25 Red Mud Metal...
 
IRJET- Preparation & Mechanical Characterization of Aluminium 6063 Metal Matr...
IRJET- Preparation & Mechanical Characterization of Aluminium 6063 Metal Matr...IRJET- Preparation & Mechanical Characterization of Aluminium 6063 Metal Matr...
IRJET- Preparation & Mechanical Characterization of Aluminium 6063 Metal Matr...
 
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium-Al2O3 Compos...
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium-Al2O3 Compos...IRJET- Evaluation of Mechanical and Wear Properties of Aluminium-Al2O3 Compos...
IRJET- Evaluation of Mechanical and Wear Properties of Aluminium-Al2O3 Compos...
 
IRJET - A Review on Advance Composite Material for Automotive Body Application
IRJET - A Review on Advance Composite Material for Automotive Body ApplicationIRJET - A Review on Advance Composite Material for Automotive Body Application
IRJET - A Review on Advance Composite Material for Automotive Body Application
 
Effect of Si-C on MMC of AL-Zn Alloy
Effect of Si-C on MMC of AL-Zn AlloyEffect of Si-C on MMC of AL-Zn Alloy
Effect of Si-C on MMC of AL-Zn Alloy
 
82696286.pdf
82696286.pdf82696286.pdf
82696286.pdf
 
Analysis of Highway Safety Barrier as FRP Material
Analysis of Highway Safety Barrier as FRP MaterialAnalysis of Highway Safety Barrier as FRP Material
Analysis of Highway Safety Barrier as FRP Material
 
IRJET- To Study Experimental Investigation & Wear Analysis Effects of Composi...
IRJET- To Study Experimental Investigation & Wear Analysis Effects of Composi...IRJET- To Study Experimental Investigation & Wear Analysis Effects of Composi...
IRJET- To Study Experimental Investigation & Wear Analysis Effects of Composi...
 
IRJET- Design and Analysis of Helical Spring using Composite Materials
IRJET-  	  Design and Analysis of Helical Spring using Composite MaterialsIRJET-  	  Design and Analysis of Helical Spring using Composite Materials
IRJET- Design and Analysis of Helical Spring using Composite Materials
 
Evaluation Of Factors Affecting Sliding Wear Behaviour Of Al-Flyash Metal Mat...
Evaluation Of Factors Affecting Sliding Wear Behaviour Of Al-Flyash Metal Mat...Evaluation Of Factors Affecting Sliding Wear Behaviour Of Al-Flyash Metal Mat...
Evaluation Of Factors Affecting Sliding Wear Behaviour Of Al-Flyash Metal Mat...
 
IRJET- Tribological Evaluation of LM26 Aluminum Metal Matrix Composites.
IRJET-	 Tribological Evaluation of LM26 Aluminum Metal Matrix Composites.IRJET-	 Tribological Evaluation of LM26 Aluminum Metal Matrix Composites.
IRJET- Tribological Evaluation of LM26 Aluminum Metal Matrix Composites.
 
A Review of the Aluminium Metal Matrix Composite and its Properties
A Review of the Aluminium Metal Matrix Composite and its PropertiesA Review of the Aluminium Metal Matrix Composite and its Properties
A Review of the Aluminium Metal Matrix Composite and its Properties
 
MaterialsTodayProceedings2017.pdf
MaterialsTodayProceedings2017.pdfMaterialsTodayProceedings2017.pdf
MaterialsTodayProceedings2017.pdf
 
IRJET- Structural and Material Analysis of an Automobile Wheel Rim using ANSYS
IRJET- Structural and Material Analysis of an Automobile Wheel Rim using ANSYSIRJET- Structural and Material Analysis of an Automobile Wheel Rim using ANSYS
IRJET- Structural and Material Analysis of an Automobile Wheel Rim using ANSYS
 
IRJET- Design and Experimental Analysis on Car Bumper with Composite Materials
IRJET- Design and Experimental Analysis on Car Bumper with Composite MaterialsIRJET- Design and Experimental Analysis on Car Bumper with Composite Materials
IRJET- Design and Experimental Analysis on Car Bumper with Composite Materials
 
Tiamte nr
Tiamte nrTiamte nr
Tiamte nr
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)
 
IRJET- Experimental Investigation of Wear Behaviour of Aluminium Metal Matrix...
IRJET- Experimental Investigation of Wear Behaviour of Aluminium Metal Matrix...IRJET- Experimental Investigation of Wear Behaviour of Aluminium Metal Matrix...
IRJET- Experimental Investigation of Wear Behaviour of Aluminium Metal Matrix...
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASIRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesIRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web applicationIRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
 
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerAnamika Sarkar
 
power system scada applications and uses
power system scada applications and usespower system scada applications and uses
power system scada applications and usesDevarapalliHaritha
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxvipinkmenon1
 
Application of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptxApplication of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptx959SahilShah
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130Suhani Kapoor
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxDeepakSakkari2
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AIabhishek36461
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSCAESB
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girlsssuser7cb4ff
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxPoojaBan
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.eptoze12
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 

Recently uploaded (20)

9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
 
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
 
power system scada applications and uses
power system scada applications and usespower system scada applications and uses
power system scada applications and uses
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptx
 
Application of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptxApplication of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptx
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptx
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AI
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentation
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girls
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptx
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 

IRJET-Tribological Study Of aluminum based Composite Material for Automotive Brake Material

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1285 Tribological Study of Aluminum Based Composite Material for Automotive Brake Material Nikhil R. Bhambar1, Poonam Talmale2 1 PG Student, Lt. G. N. Sapkal College of Engineering, Nasik, Savitribai Phule Pune University, M.S, India. 2 Asst. Professor, Lt. G. N. Sapkal College of Engineering, Nasik, Savitribai Phule Pune University, M.S, India. ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Automobile braking system is one of the most important mechanical devices. It is used for slowing or stopping the rotation of the wheel. The main aim of the braking system is to control the speed of the vehicle for which there is need of maximum coefficient of friction which can be obtained by studying the tribological study of automobile brake and brake pad material. So for braking action coefficient of friction & frictional forceshouldbeoptimum. But there is limitation because inordinate braking causes hot spot formation and wear of the brake pad material. Composite strong lightweight materials are used for the industrial application because of their good mechanical properties compared with the conventional alloys and materials. According to ASTM G99 standard pinondiscapparatusisused to determine the relative wear. Taguchi approach with the L9 array is employed to conduct experimentations and extraneous array, signal to noise ratio and ANOVA for investigating wear behavior of composite brake pad. Key Words: — Metal Matrix Composites, Orthogonal Array, Stir Casting, Taguchi Method, Wear behaviour. 1. INTRODUCTION Brake pads as a friction material are used in vehicles for braking action so as to stop the vehicle and the force applied can be hydraulic, mechanical, pneumatic or electromagnetic to the both sides of the brake disc. The disc brake and wheel of vehicle are stopped or slowed due to the force of friction created. Disc brake can be cooled readily also their recovery time is less as compared to the drum brakes. Braking performance of the vehicle is increased by the usage of the disc brakes with respect to drum brakes. Because of the above mentioned characteristics the disc brakes are now being very widely used in light weight vehicles such as cars and motor bikes. Becauseofgeneration of high temperatures due to braking action thesurfaceof the brake rotor has formation of cracks and also the rotor can get plastically deformed. The wear of brake pad is caused because of high stopping force, because of the wear and tear the micro particles of the brake pad get framed in the middle of the rotor disc and the brake pads. The metal matrix composites have good resistance capabilities against wear and tear as compared with conventional grey castironforslidingactionagainstthe vehicles friction material which makes them superior and ultimately are used as an alternative to the cast iron. The most important physical phenomena related to braking is friction. The resistive force acting on a body prevents or slows the slipping of the body relative to a second body or surface. This relative motion can be expressed as a combination of sliding, rolling and spin. The force is acting tangent to the surface at points of contact and is directed to opposite to relative motion. There are several types of friction, but this study will focus on dry friction which is sometimes adverted to as Coulomb friction. The resistance of relative motion between two solid surfaces in contact at rest or in motion can be termed as dry friction. 2. LITERATURE REVIEW S. Vijayarangan, N. Natarajan, & I. Rajendran [1] looked into wear behavior of A356-25SiCp aluminum metallic matrix composite versus delineating material & compared with mainstream grey cast iron. A uniform reduction of coefficient of friction with respect to increase in load is observed for both Al MMC materials & cast iron. The wear and tear of the delineating material had increased more when sliding against MMC disc becauseofthepluggingofthe delineating stuff by the silicon carbide subatomic particles. A. Douad, M.T Abou El-Khair[2],studiedthe wearandtear behavior of sand cast brake rotor made of A359-20%vol SiC particle composite sliding against automotive friction material. The load and speed are kept in the range of 30– 100N and 3–12m/s on the wear and friction behavior of sand cast brake rotor constructed of A359-20 volume % SiC particle composites slewing against automobile friction material was investigated. R.K. Uyyuru, M.K. Surappa &S.Brusethaug[3]investigated tribological behavior of stir-cast Al–Si/SiCp composites against automobile brake pad material was studied using Pin-on-Disc Tribotester. The Al-metal matrix composite(Al- MMC) material was used as disc, whereas the brake pad material forms the pin. It has been found that both wearrate and friction coefficient vary with both applied normal load and sliding speed. With increase in the applied normal load, the wear rate was observed to increase whereas the friction coefficient decreases. However, both the wear rate and friction coefficients were observed to vary proportionally with the sliding speed. During the wear tests, formation of a tribo-layer was observed, presence of which can affect the wear behavior, apart from acting as a source of wear debris. Tribo-layer formed over the worn disc surfaceswasfoundto be heterogeneous in nature.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1286 V.D. Londhe, Prof. M.S. Mhaske, Prof. R.A. Kapgate[4] experimented that for semi-metallic lining material there is the transfer of material on disc & leads to the formation of the transfer layer, but at higher load & sliding, there is generation of high temperature & destruction of transfer layer which leads to increase in wear. The coefficient of friction for semi-metallic lining material is high but wear is also maximum. For LM13 cast Al alloy the wear & frictional force increases with increase in load & sliding velocities.For LM13-10SiC composite material wear is negative & the coefficient of friction is high at lower load as compared to semi-metallic lining material. “Dry Sliding Wear Behavior of aluminum /Be3Al2(SiO3)6 Composite Using Taguchi Method” H. B. Bhaskar and Abdul Sharief [5] shown investigation relating to the influence of wear parameters like sliding speed, applied load and sliding distance on the dry sliding wear of aluminum metal matrix composites. In “Frictional and Wear CharacteristicsofStir-CastHybrid Composite aluminum Al6061 reinforced with SiC Particulates”. Experimental investigation & analysis of wear parameters on Al/SiC/Gr- Metal matrix hybridcompositeby Taguchi method by Rachit Marwaha, Mr. Rahul Dev Gupta, Dr. Vivek Jain [6] depicts Metal matrix hybrid composites (MMHCs) are now gaining their usage in aerospace, automotive and other industries because of their inherent properties like high strength to weight ratio, hardness and wear resistance, good creep behavior, light weight, design flexibility and low wear rate. 3. PROBLEM DEFINATION The continuous braking leads to break and causes severe wear and tear of brake pad. Heavy braking leads to establishment of grooves on brake pads, hot spots on brake disc and excessive wear leading to failureofbrakesystem. In order to optimize the existing semi metallic material used in passenger car the study of tribological behavior of LM9 composite under various load and sliding velocity is performed. 3.1 Objective The prime objectives of the experiment are as follows A) To design the performance characteristics for L9 orthogonal array by Taguchi method. B) To seek the deportment of the material subject to wear and friction point of view and study the effect at different sliding speeds, loads, sliding distance and material. C) Usage of the ANOVA technique to identify the significant control factors contribution. 4. MATERIAL According to classical theory of dry friction/ adhesive wears depends upon applied load, reinforcement fracture toughness wearing surface hardness, and morphology the precarious condition of wear. The aluminum alloy LM9 selected as base material for composite as these are chosen where sliding contacts (coulombs friction/ adhesive wear) are expected. And selected reinforcing element is Titanium Carbide. 4.1 Pin Material The pin samples are made of composites of LM9 Al alloy and semi metallic brake pad delineatingofthe passenger car. The pins are of diameter 12 mm and 32 mm and length 32mm. The semi metallic pin is having square cross-section of dimension 8 x 8 and length 30 mm. Squarecross-section is selected for semi metallic pins are because the circular section are tedious to manufacture. A 320 emery paper is used for cleaning the coat of pin samples. The pin specimen for Al alloy and composite are shown in fig.1 Fig -1: Al alloy Composite Pin Samples 4.1 Chemical Composition Table I below shows the chemical composition for the pin material LM9+10%TiC Table -1: Chemical Composition for LM9+10% TiC Sr. No Substance % Composition 1 Silicon (Si) 9.20 2 Copper (Cu) 0.10 3 Magnesium (Mg) 0.60 4 Nickel (Ni) 2.40 5 Zinc (Zn) 0.06
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1287 4.2 Disc Material The disc has similar chemical makeup as the brake disc used in passenger vehicles for testing, which is of grey cast iron manufactured at Bhagwati Casters Pvt, Ltd,Nasik. The dimension of the disc is diameter of 165 mm & 8 mm thickness having surface disorderliness value (Ra) of 1.57 similar to actual brakes. Fig -2: Al alloy Composite Pin Samples 5. DEVELOPMENT OF LM9 AL/TIC METAL MATRIX COMPOSITES. The composite matrix is made by reinforcingtheLM9cast Al alloy with Titanium Carbide subatomic particlesofsize25 (10% by weight). The LM9 Al alloy in actual is the combination of aluminum-silicon alloy widely used for high temperature application where the main focus is on low coefficient of thermic expansion & good acquitting properties. For manufacturing the composite the method of stir casting is used. For oxidizing the surface of the titanium carbide particles they are preheated till 9000 C in a muffle furnace for 3hrs. Electric furnace is used to melt Aluminum Alloy(LM9) at a temperature 600-7000 C, and this molten slurry is stirred for 3-5mins in clockwise as well as anticlockwise direction at 400rpm so as to createthevortex. Nitrogen gas is used to prevent the happening of blow holes by using the technique of degassing for the molten slurry. After this the preheated TiC particles are added simultaneously while stirring. The TiC particles are well dispersed in Al matrix due to the negative pressure atcenter because of the formation of vortex. The molten metal is inserted in the sand mould after stirring for about 20mins. 6. OVERVIEW OF TAGUCHI METHOD Taguchi method has certain assumptions considered the method is used for designing engineering systems such as a machine to do require work, function or manufacturing product or item. For designing thesysteminfirst place,some understanding of primeprocessesistooconsideredinherent in the system. The same knowledge is used for making the experiments more efficient. It is eminent that we skip extra effort which might have gone in to investigatinginteractions that does not exit. By not considering much of details, it has already been known that the level ofeffortscanbedecreased by ten or twenty times or maybe more in some cases. Other main aspect of Taguchi method is theappreciationthatsome variables can be controlled and some cannot be. In Taguchi terms such are called as Control Factors and Noise Factors respectively. Taguchi is employed in four numbers of steps A) Conceptualize the qualitycharacteristicsanddesign parameters important to the product/processes. B) Plan, conceptualize and conduct the experiment. C) Study the results to ascertain the optimum conditions of Al-TiC composite. Experimentswill be conducted with the factor level as given in table 1 6.1 Design of Taguchi Experiment As per Taguchi approach the test conducted depends on the number of parameters and no. levels, the proper L9 orthogonal array is selected. Table -2: Parameter and there Level for Wear Test Controllable Factor Load, L (N) Sliding Speed, S(m/s) Sliding Distance, D (m) Level 1 10 3.04 2000 Level 2 13 3.85 3000 Level 3 15 4.13 4000 Table -3: Orthogonal Array Condition Load L ( N) Sliding Speed V (m/s) Sliding Distance D (m) 10 3.04 2000 10 3.85 3000 10 4.13 4000 13 3.04 2000 13 3.85 3000 13 4.13 4000 15 3.04 2000 15 3.85 3000 15 4.13 4000 6.2 Design of Experiment The knowledge of process/products which are to be investigated is of prime importance before designing
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1288 experiment so as to identify the factorslikelytoinfluence the outcome. The focus of the analysis is to find the answers for optimum condition, factors contributing to seek the result and the expected result at the optimum condition. Fig -3: Experimental Setup In Tribometer, counter surface of known material is to be fixed. Pin on stiff lever having frictionless force transducer. The deflection of the highly stiff elastic arm, without parasitic friction, insures a nearly fixed contact point and thus a stable position on the friction track. The friction coefficient is determined during the test by measuring the deflection of the elastic arm. Wear coefficients for the pin and disc material are calculated from the volume of the material lost during the test. The simple method facilitates the study of friction and wears behaviors of almost every solid state material combination with or without lubricant. 6Furthermore, the control of the test parameters such as speed, contact pressure and varying time allow a close reproduction to the real life conditions of practical wear situations. 6.3 Specification of Tribometer Table -4: Specification of Tribometer Sr. No Parameter Value 1 Wear Disc Size 165mm Dia. 8mm Thick 2 Specimen Pin Size 3,6,8,10,12 mm dia 25- 30mm long 3 Disc Rotation Mean 200rpm Max 2000rpm 4 Sliding Speed 0.5-10m/s 5 Wear Track Diameter Mean 50mm, Max 200mm 6 Load Range Mean 5N, Max 200N 7 Frictional Force Mean 0N, Max 200N 8 Wear Mean 2000micro m, Max 2000micro m 9 Temperature Mean ambient, Max 400 C 10 Motor 1.5Hp, 1415rpm, 50Hz, 3.3A 7. EXPERIMENTAL PROCEDURE The experiments were conducted on the pin on disc apparatus Tribo Tester (W.O. No. 1153 and SI. No 419) at ambient and elevated (average) temperature according to the L9 array. The material of the disc is grey cast iron having similar chemical composition like the brake disc application in passenger vehicles. The chemical analysis of the disc has been carried out at Bhagvati Casters Laboratory at Nashik, whereas the chemical analysis for composite has been carried out at FAN Laboratories in Nashik. The disc is placed with the help of dial indicator within minimum run out. The surfaces of the pins are polished by 320 Emery paper before starting the experiment. Precaution has to be taken that the pin makes contact with the disc and on the display zero should be shown which is adjusted with the help of screw adjustment for wear and tear in control system. Also the frictional force is directly measured on system. 8. EXPERIMENTAL RESULTS Table -5: Design Parameters and Responses for Coefficient of Friction Design Parameters Coefficient of Friction Sr. No. Load L (N) Sliding Speed V (m/s) Sliding Distance D (m) Semi- metallic LM 9 LM9+10% TiC 1 10 3.04 2000 0.201 0.4936 0.4713 2 10 3.85 3000 0.29 0.5112 0.4621 3 10 4.13 4000 0.43 0.513 0.4589 4 13 3.04 2000 0.31 0.6142 0.58 5 13 3.85 3000 0.493 0.4942 0.55 6 13 4.13 4000 0.513 0.4968 0.4519
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1289 7 15 3.04 2000 0.4 0.428 0.4916 8 15 3.85 3000 0.3941 0.4218 0.4146 9 15 4.13 4000 0.3912 0.45 0.4713 Table -6: Design Parameters and Responses for Wear Rate Design Parameters Wear Rate(mm/sec3) Sr. No. Load L (N) Sliding Speed V (m/s) Sliding Distance D (m) Semi- metallic LM 9 LM9+10% TiC 1 10 3.04 2000 0.00203 0.002571 0.00231 2 10 3.85 3000 0.006301 0.00516 0.004306 3 10 4.13 4000 0.004817 0.00386 0.003418 4 13 3.04 2000 0.0213 0.002316 0.01408 5 13 3.85 3000 0.00396 0.003213 0.01408 6 13 4.13 4000 0.004053 0.00351 0.003746 7 15 3.04 2000 0.00521 0.00361 0.003236 8 15 3.85 3000 0.007612 0.00614 0.005813 9 15 4.13 4000 0.001854 0.00204 0.001042 8.1 Analysis of Variance Analysis of variance (ANOVA)isnothing butaccumulation of statistical models which are further used to analyze the deviations amonggroupmeansandtheirrelatedprocedures. Parameters like slidingspeed,skiddingdistanceandloadcan also be analyzed for the effect of wear by the ANOVA technique. Relative significance of factors in terms of their percentage contribution to the response also can be established. Fig -4: S/N Ratio of Semi-Metallic Material COF Fig -5: S/N ratio of LM9 alloy-COF Fig -6: S/N ratio of LM9+10% TiC-COF Fig -7: S/N ratio of Semi Metallic Material-Wear
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1290 Fig -8: S/N ratio of Semi Metallic Material-Wear Fig -9: S/N ratio of LM9+10% TiC-Wear Table -7: Analysis Of Variance Results for SN Ratio for Lm9+10%Tic Sources of Variation DF Adj SS Adj MS F- Value P- Value Percentage Contribution Regression 3 0.000061 0.00002 1.86 0.254 Load 1 0.00001 0.00001 0.03 0.863 4.81 Sliding Velocity 1 0.000039 0.000039 3.56 0.118 33.67 Sliding Distance 1 0.00022 0.00022 1.98 0.219 18.72 Error 5 0.000055 0.00011 Total 8 Table -8: Analysis Of Variance Results - S/N Ratio for Semi-Metallic and Lm9 Alloy Percentage Contribution Sr. No Parameters Semi Metallic Lm9 1 Load 5.92 13.46 2 Sliding Velocity 33.89 33.46 3 Sliding Distance 19.26 18.97 From the above table (Table 6) of ANOVA analysis it is known that the sliding speed, load and skidding distance have an effect on wear and tear of composite material. Percentage contribution of each factor is indicated by the last column on the result. It can be observed from ANOVA (Table 6) that the load (4.81%) and sliding distance (18.72%) has a great effect on the wear of the aluminum matrix material. The Table 7 shows ANOVA analytics of semi-metallic and LM9 alloy material. From the result it is found that sliding velocity (33.67%) and sliding distance (18.72%) which also has great effect on the wear of such composite material. 8.2 Multiple Linear Regression Model A multiple linear regression analysis attempts to model the relationship betweentwoormorepredictorvariable and a response variable by fitting a linear equation to the observed data. The regression equation for LM9+10%TiC A) COF=0.618+0.00075load-0.0173 sliding velocity- 0.000027sliding distance. B) Wear = -0.0075+0.000097load+0.00451sliding velocity-0.00002sliding distance 8.3 Conformation Test Results To validate the results obtained from the analysis, conformation experiment was conducted and comparison was made between the experimental values and computed values developed from regression analysis, the table and show the conformation experiment and its results. Table -7: Conformation Test Parameters for Lm9+10% Test Material Load Speed Sliding Distance Lm9+ 10% TiC 10 3.85 3000 15 3.85 3000 13 4.13 4000
  • 7. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1291 Table -8: Conformation Test Results Sr. No Experiment al Wear Rate Regression Model Wear Rate Error % 1 0.004306 0.0048335 1 2 0.005813 0.0053185 9 3 0.003746 0.004187 10 Based on the conformation experiment, it was observed that the error associated with experimental values and computed values was minimal and hence this regression model obtained from the L9 array can be used effectively to predict the wear rate of the composite with good accuracy. 9. CONCLUSION From the above analytics the following conclusions are drawn from this present study. 1. The DOE technique was satisfactorily applied to the brake pad materials so as to study there parameters 2. The analysis of variance shows that the Sliding Velocity (33.67%) and Skidding Distance (18.72%) have significant regulation on wear of LM9+TiC. 3. From the analysis of the variance it can be seen that the Sliding Velocity (33.89) and Skidding Distance (19.26) have significant influence on wear of Semi-Metallic stuff. 4. Variance analysis shows that the Sliding Velocity (33.46) and Sliding Distance (18.97) havesignificantinfluenceon wear and tear of LM9 alloy. 5. Coefficient of friction obtained increased in the LM9+TiC alloy as compared with the Semi-Metallic material also the Wear rate was reduced with significant value for LM9+TiC with respect to Semi-Metallic material. 6. The regression equation gives the beat results for various parameters. This means a considerablesavingincostand time, which would benefit the industry to build more general and particular databases of material properties. REFERENCES [1] N. Natarajan, S. Vijayarangan & I. Rajendran, Wear Behavior of A356/25SiCp aluminum matrix composites sliding against automobile friction material, 2016 [2] A. Douad, M. T Abou El-Khair, wearbehaviorofsandcast brake rotor made of A359-20%vol SiC particle composite sliding against automobile frition material year 2009. [3] R. K. Uyyuru, M. K. Surappa & S. Brusethaug,Tribological Behavior of Stir cast Al-SiC composite against brakepad material using pin on disc tribo taster. [4] V. D. Londhe, Prof. M.S. Mhaske, Prof. R. A. Kapgate, Evalution of Tribological Behavior of LM13- Silicon Carbide Composite under Ambient and Elevated Temperature, Year 2014. [5] H. B. Bhaskar, Abdul Sharief, DrySlidingWearBehaviour of Aluminium/Be3Al2 (SiO3)6CompositeUsingTaguchi Method, Journal of Minerals and Materials Characterization and Engineering, 2012, 11, 679-684. [6] Rachit Marwaha, Mr. Rahul Dev Gupta , Dr. Vivek Jain, Experimental investigation & analysis of wear parameters on Al/SiC/Gr- Metal matrix hybrid composite by Taguchi method, Global journal of researches in engineering, Volume13, Issue 9, Version 1.0, Year 2013. [7] G. Cueva, A. Sinatora, W.L. Guesser, A.P. Tschiptschin, Wear resistance of cast irons used in brake disc rotors, Wear 255 (2003) 1256–1260. [8] Y. Joshi, A.R. Gupta & Roshni U. Shigarwade, Scrutinization of A356/25SiCp AMC andGreyCasteIron as Brake Rotor Material, year 2014. [9] S. Bhasavarajappay and G. Chandramohan, 2005 “Wear studies on Metal matrix Composites, a Taguchi Approach”, J. Mater.Sci. Technol, Vol.21 No.6, 2005. Kodgire V. D. & Kodgire S. V., Material Science & Metallurgy for Engineers, 21th edition, Everest Publication, Pune. [10] Kodgire V. D. & Kodgire S. V., Material Science & Metallurgy for Engineers, 21th edition, Everest Publication, Pune.