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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 635
Experimental Investigation for Mechanical Properties of Aluminium
Alloy Al 6061 Considering Different Parameters of FSW
Harjeet Singh1, Mukesh Verma2,Harinder Singh Sidhu3,Dilpreet Singh4
1 Part-Time Lecturer, Mechanical Engineering, Sant Baba Attar singh Govt. Polytechnic college , Punjab, India
2 Associate Prof. and Dean Academic, Mechanical Engineering, Sri Sukhmani Institute of Engineering and
Technology, Punjab, India
3 H.O.D, Mechanical Engineering, Sant Baba Attar singh Govt. Polytechnic college , Punjab, India
4 Asst. Prof. , Mechanical Engineering, Sri Sukhmani Institute of Engineering and Technology, Punjab, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract-The paper deals with Experimental
investigation for Mechanical properties of Aluminium
Alloy Al 6061 Considering different Parameters of FSW.
Two different type of tool shapes and shoulder surfaces
for single weld configurations were used in
experiments. It was shown that both tool types produce
high quality butt joints free from defects or
imperfections as visual inspection was done. The best
tensile performance was obtained for FSW joints
produced by a taper tool and the results obtained for
joints produced by threaded tool shoulder are
significantly lower. Tensile strength test indicated that
welding speed is the main parameter which effect the
tensile strength. Feed rate and tool shape are effecting
second and third respectively. As the Impact toughness
and Micro-hardness test are conducted, Feed rate is the
main factor, Welding speed, Tool shape are effecting
respectively. As a result of the experiment the welding
speed 600 RPM, Feed Rate 40 mm/min and Taper probe
tool are the best optimum levels to get maximum
strength of mechanical properties. The differences
between mechanical properties using different
parameters were predicted based on a recently
elaborated mathematical model developed for FSW
joints.
Key Words: Al Alloy, Design of Experiments,
Orthogonal Array, ANOVA, Regression equation
1. Introduction
Aluminium has property low weight with high strength,
comparable to that of structural steels. High tensile
strength in relation to density (referred to as specific
strength) as well as high corrosion resistance make
aluminium alloys the primary structural material used for
various structural elements of critical importance in
aviation, automotive, transport, military, ship-building,
civil engineering and other industries.Friction stir welding
is a variant of friction welding that produces a weld
between two work pieces by heating and plastic
displacement caused by a rapidly rotating tool that
traverse the weld joint. Heating is done by both frictional
rubbing between the tool and the work pieces and by
viscous-plastic dissipation of the deforming material at
high strain rates. Friction stir welding uses a non-
consumable, rotating welding tool to create heat locally. A
common tool design is the shape of a rod with concave
area with a pin, coaxial with the axis of rotation. The work
pieces are rigidly clamped and are supported by a backing
plate, or anvil, that bears the load form the tool and
constrains deformation of the material at the back side of the
joint. As we start the process, the rotating friction stir
welding tool is plunged into the weld joint, until the
shoulder of the tool makes contact with the top surfaces of
the work pieces. Frictional rubbing and viscos plastic
dissipation cause the heated material to soften and
plastically flow. The motion of the tool displacement of
the softened material to produce the weld. As the tool
moves in forward direction with continues speed and feed
rate the metals gets soft due to heat gained. Thus welding
is completed
This goal of this study was to investigate the effect of
parameters welding speed , Feed Rate and Tool shape on
the mechanical properties of FSW butt joints of 6061
Aluminium Alloy. In addition, based on the newly
elaborated models and Regression equations developed
for FSW joints, the differences in mechanical properties
on the advancing and retreating sides were explained.
2. Taguchi Method
The Taguchi method involves reducing the variation in a
process through robust design of experiments. Taguchi
developed a method for designing experiments to
investigate how different parameters affect the mean and
variance of a process performance characteristic that
defines how well the process is functioning. The
experimental design proposed by Taguchi involves using
orthogonal arrays to organize the parameters affecting the
process and the levels at which they should be varies.. This
allows for the collection of the necessary data to
determine which factors most affect product quality with a
minimum amount of experimentation, thus saving time
and resources. With the help of Minitab 17 the Taguchi L8
was employed to analyze the results of Experimental
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 636
investigation for Mechanical properties of Aluminium
Alloy Al 6061 Considering different Parameters of FSW.
3. Experimental Details
3.1 Material & Butt-weld joint Dimensions: The
material used in experiments was Al 6061 Aluminium
alloy. A long sheet of dimension (L*B) (4’ * 1’ ft. = 121.92
*30.48 cm) or (1210 * 300 mm ) mm of 5 mm thickness
were taken from the supplier. 16 plates were made of
dimension (300*75*5 mm) .From these plate we were
able to make 8 butt -joints of Al 606 using FSW. The
nominal chemical composition of the Aluminium Alloy Al
6061 is presented in Table 1
Table 1: Chemical Composition of Al (Wt. %)
3.2 Welding Procedure
With the help of trial experiments three parameters like
tool rotational speed, welding speed and tool shape were
considered for friction stir welding of Aluminium Alloy.
After selection of the range of the parameters design
matrix was developed and is presented in Table 2 and
table 3 respectively.
Table 2 : Parameters of Experiment
Experimentations were performed as per the design
matrix. Single pass procedure was followed to fabricate
the joints. Weld joint was made by joining two plates
having dimensions (300 x 75x 5) mm using single side
welds. The plates to be welded were securely clamped in
the fixture so that the plates stay in place and do not fly
away due to the welding forces.
Table 3: Design Matrix for Experiment
The rotational motion of the spindle was started
and the tool was than kept in contact with the
surface of the plates and the pin was penetrated
to a predetermined depth in the surfaces of the
plates to be welded.
Fig. 1: Set up of friction stir welding process
The tool was given some time as it rotates in contact with
the surfaces to soften the material due to the frictional
heat produced and afterwards the tool was given forward
motion which formed the weld. The tool was withdrawn
after the weld was completed; the process leaves a hole at
the end of the joint.
Visual inspection was performed on all welded sample in
order to verify the presence of possible external defects
such as surface irregularities, excessive flash and lack of
penetration or surface open tunnel, voids etc.
3.3 Mechanical testing: The experiments were conducted
as per the standard L8 (2^3) orthogonal array. As the FSW
process is completed, Three mechanical tests as Tensile
strength, Impact toughness and Micro-hardness are
conducted to find the effect of welding parameters on
Si Fe Cu Mn Mg g Cr Zn Ti Al
0.8 % 0.7% 0.4% 0.15% 1.2% 0.35% 0.25% 0.15% 96.5%
S. No Variables Units Level 1 (-) Level 2 (+)
1. Tool shape Taper Thread
2. Welding
speed
RPM 600 700
3. Feed rate mm/min 30 40
S. No. Tool shape Welding speed Feed rate
1 - - -
2 + - -
3 - + -
4 + + -
5 - - +
6 + - +
7 - + +
8 + + +
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 637
Mechanical properties of FSW Al 6061 joint. The specimen
required to conduct these mechanical tests are prepared
as the standard dimensions are given by ASTM (American
Society of Testing Materials)
Fig. 2 ASTM Dimensions (mm) for tensile test Specimen
Fig.3 Prepared Specimen for Tensile Strength
Fig. 4 ASTM Dimensions (mm) for Impact test specimen
Fig. 4 Prepared Specimen for Impact toughness
4. Results and Discussion
The results of the experiment are shown in the table .In the
table T.S.T stands for tensile strength Test, I.T.T stands for
impact Toughness test and M.H.T stands for Micro-hardness
test.
The effect of welding parameters for Mechanical
properties of Aluminium Al 6061 using FSW were
analysed using Minitab 17 software.
Table 4: Experimental Results.
Sr.
No.
Tool
Shape
Welding
Speed
Feed
Rate
T.S.T I.T.T M.H.T
1 TAPER 600 30 90.55 20 59
2 TAPER 600 30 92.22 29 58
3 TAPER 600 30 91.17 18 59
4 TAPER 600 40 94.12 20 64
5 TAPER 600 40 95.66 21 63
6 TAPER 600 40 95.72 19 65
7 TAPER 700 30 90.55 17 60
8 TAPER 700 30 92.22 18 61
9 TAPER 700 30 91.17 17 62
10 TAPER 700 40 107.0
0
22 65
11 TAPER 700 40 105.3
2
24 66
12 TAPER 700 40 107.1
2
23 68
13 THREAD 600 30 58.61 16 56
14 THREAD 600 30 60.13 17 58
15 THREAD 600 30 59.11 18 57
16 THREAD 600 40 72.33 20 61
17 THREAD 600 40 75.12 21 60
18 THREAD 600 40 74.33 19 62
19 THREAD 700 30 68.22 16 57
20 THREAD 700 30 68.33 17 59
21 THREAD 700 30 70.17 16 60
22 THREAD 700 40 78.21 17 63
23 THREAD 700 40 76.33 19 64
24 THREAD 700 40 78.66 18 65
Using Taguchi Approach to Experimental Work
‘Larger the better’ characteristics:
S/N = -10log 1/n (∑1/y²)
where n the number of observations and y the observed
data. The S/N ratio for maximum response (tensile
strength, Impact strength and Micro-hardness) comes
under ‘larger the better’ characteristic, which can be
calculated as logarithmic transformation of the loss
function by using above Equation.
The influence of control parameters such as welding
speed, Feed Rate and tool shape on mechanical properties
was evaluated. The main effects plot for SN ratio and
Means are shown in figure. The effect of tool shape and
welding parameters on mechanical properties of the joints
was investigated. It was shown that both tool types
produce high quality butt joints free from defects or
imperfections. The best tensile performance was obtained
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 638
for FSW joints produced by a taper tool and the results
obtained for joints produced by threaded tool shoulder are
significantly lower. Tensile strength test indicated that
welding speed is the main parameter which effect thr
tensile strength. Feed rate and tool shape are effecting
second and third respectively. As the Impact toughness
and Micro-hardness test are conducted, Feed rate is the
main factor and Welding speed, tool shape are effecting
respectively. . As a result of the experiment the welding
speed 600 RPM, Feed Rate 40 mm/min and Taper probe
tool are the best optimum levels to get maximum strength
of mechanical properties
The S/N ratio response was analyzed using the above
Equation (1) for all 24 tests and presented in Table 4. SN
ratio Tables, Response tables and graphs are used to
predict the regression equations
4.1 Results for S/N Ratio – Tensile strength Analysis
The S/N ratios have been calculated to identify the major
contributing factors that cause variation in tensile
strength. Table 5 shows the ANOVA results for S/N ratio of
tensile strength of samples at 95% confidence interval.
The factor, namely WS was found to be with 78.13%
contribution on the basis of the p- value and the other
factors FR and TS were found to be insignificant for
Tensile strength of uncoated Al 6061 alloy with 13.653%
and .376% Contribution. In this table ranking has done
which indicate, how much factor affects the output
response. Rank 1 indicates that it affects the most. In this
table WS is the main factor, and then comes FR and at last
TS as shown in table. It is calculated by Delta, the highest
value of delta is given rank 1 and so on. Delta is calculated
by subtracting lowest value from the highest value as
shown in Table 6
Table 5: ANOVA for SN Ratio of tensile strength
Table 6: Response Table for Signal to Noise Ratios
4.2 Results for S/N Ratio – Impact toughness Analysis
The S/N ratios have been calculated to identify the major
contributing factors that cause variation in Impact
toughness. Table 7 shows the ANOVA results for S/N ratio
Impact toughness of samples at 95% confidence interval.
The factor, namely WS was found to be with 28.33%
contribution on the basis of the p- value and the other
factors FR and TS were found to be insignificant for
Tensile strength of uncoated Al 6061 alloy with 54.21%
and .183% Contribution. In this table ranking has done
which indicate, how much factor affects the output
response. Rank 1 indicates that it affects the most. In this
table FR is the main factor, and then comes WS and at last
TS as shown in table. It is calculated by Delta, the highest
value of delta is given rank 1 and so on. Delta is calculated
Level Tool shape WS FR
1 38.34 39.64 37.66
2 38.15 36.85 38.83
Delta 0.19 2.78 1.16
Rank 3 1 2
Source DF Adj SS Adj MS F-Value P-Value Pr(%)
TOOL
SHAPE
1 0.0746 0.0746 48.53 0.091 0.376
WS 1 15.4849 15.4849 10068.8 0.006 78.13
FR 1 2.7055 2.7055 1759.19 0.015 13.653
TOOL
SHAPE*WS
1 0.9198 0.9198 598.09 0.026 4.64
TOOL
SHAPE*FR
1 0.4287 0.4287 278.73 0.038 2.16
WS*FR 1 0.2036 0.2036 132.4 0.055 1.02
Error 1 0.0015 0.0015
Total 7 19.8186
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 639
by subtracting lowest value from the highest value as
shown in Table 8
Table 7: ANOVA for SN Ratio of Impact toughness
Table 8: Response Table for S/N Ratios for Impact toughness
4.3 Results for S/N Ratio – Micro hardness Analysis
The S/N ratios have been calculated to identify the major
contributing factors that cause variation in Micro
hardness. Table 9 shows the ANOVA results for S/N ratio
of Micro hardness of samples at 95% confidence interval.
The factor, namely FR was found to be with 69.31 %
contribution on the basis of the p- value and the other
factors WS and TS were found to be insignificant for
Tensile strength of uncoated Al 6061 alloy with 14.965%
and 0.0276% Contribution. In this table ranking has done
which indicate, how much factor affects the output
response. Rank 1 indicates that it affects the most. In this
table FR is the main factor, and then comes WS and at last
TS as shown in table. It is calculated by Delta, the highest
value of delta is given rank 1 and so on. Delta is calculated
by subtracting lowest value from the highest value as
shown in Table 10
Table 9: ANOVA for SN Ratio of Micro hardness
Table10: Response Table for SN Ratios for Micro-
hardness
4.4 Graphical Representation
Main effect plots for SN ratio of Tensile strength, Impact
toughness and Micro-hardness are shown as below graphs.
Fig. 5 Main effect Plots for SN ratio’s for Tensile strength.
Source DF Adj SS Adj MS F-Value P Value Pr(%)
TOOL
SHAPE
1 0.01320 0.01320 0.34 0.665 0.1831
WS 1 2.03529 2.03529 51.84 0.088 28.335
FR 1 3.89457 3.89457 99.21 0.064 54.218
TOOL
SHAPE*WS
1 1.01548 1.01548 25.87 0.124 14.138
TOOL
SHAPE*FR
1 0.04132 0.04132 1.05 0.492 0.5704
WS*FR 1 0.14329 0.14329 3.65 0.307 1.993
Error 1 0.03926 0.03926 0.545
Total 7 7.18239
Level TOOL
SHAPE
FR WS
1 25.54 24.81 26.01
2 25.46 26.20 25.00
Delta 0.08 1.40 1.01
Rank 3 1 2
Source DF Adj SS Adj MS F-
Value
P-
Value
Pr(%)
TOOL
SHAPE
1 0.00004 0.00004 0.02 0.920 0.027
WS 1 0.21686 0.21686 89.87 0.067 14.968
FR 1 1.00018 1.00018 414.49 0.031 69.312
TOOL
SHAPE*WS
1 0.21686 0.21686 89.87 0.067 15.024
TOOL
SHAPE*FR
1 0.00472 0.00472 1.96 0.395 0.327
WS*FR 1 0.00241 0.00241 1.00 0.500 0.167
Error 1 0.00241 0.00241
Total 7 1.44348
Level TOOL
SHAPE
WS FR
1 35.75 35.91 35.39
2 35.74 35.58 36.10
Delta 0.00 0.33 0.71
Rank 3 2 1
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 640
Fig. 6 Main effect Plots for SN ratio’s for Impact toughness
Fig. 7 Main effect Plots for SN ratio’s for Micro-hardness.
4.4 Multiple Linear Regression Model Analysis
A multiple linear regression analysis attempts to model the
relationship between two or more predictor variables and a
response variable by fitting a linear equation to the observed
data. Based on the experimental results, a multiple linear
regression model was developed using MINITAB 17.
Regression Equations for output response are
respectively,
Tensile strength = 267 - 0.340 WS - 0.40 FR+ 0.00225 WS*FR
Impact toughness = -11.3 + 0.0300 WS + 1.28 FR -0.00150 WS*FR
MICRO HARDNESS=43.8- 0.0000 WS + 0.93 FR - 0.00067 WS*FR
5. Conclusions
1. Three factors and two level Taguchi design was
found to be an effective technique for developing
mathematical models to accurately predict the
main, quadratic and two-way interaction effects
of various input parameters on different
responses.
2. Welding speed is the main factor in case of
Tensile strength , while feed rate and taper tool
are the variables affecting the mechanical
properties the respectively. In case Impact
toughness and micro-hardness, Feed rate is the
main factor while welding speed and taper tool
are affecting second and third position
respectively. Both tools have negligible effect on
micro-hardness of FSW joint Al 6061.
3. No Visuals defects were observed in the weld
joints welded at Welding speed of 600 to 700
rpm, Feed rate of 30 to 40 mm/min.
4. WS (600), FR (40) and tool (taper) are the best
optimum parameters from given parameters for
tensile strength, Impact toughness and micro-
hardness.
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and de Castro, P.M.S.T. (2008) ,“ Fatigue crack
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Elsevier Theoretical and Applied Fracture
Mechanics 50 (2008) 81– 91.
5. Aydın a, Hakan, Bayram Ali and Ismail Durgun.
(2009),“The effect of post-weld heat treatment on
the mechanical properties of 2024-T4 friction stir-
welded joints”, Elsevier Materials and Design 31
(2010) 2568–2577.
6. RAJAKUMAR , S.,MURALIDHARN, C. and
BALASUBRAMANIAN, V.C. (2010).“Effect of
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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 641
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ISSN: 2349-7947 Volume: 2 Issue: 8, 71 – 73.
15. www.sciencedirect.com
16. www.stle.org
BIOGRAPHIES
Harjeet Singh, pursuing M. Tech
(Mechanical Engg.) from SSIET,
Dera Bassi, Punjab. Working as
Part Time Lectrur in Sant Baba
Attar Singh Govt. polytechnic
college, Badbar. Punjab.
Prof.Mukesh Verma, Associate
Professor and Dean Academics,
SSIET, Dera Bassi . Subject
Expertise in Manufacturing
System management and
Research Methodology
Prof. Harinder Singh Sidhu,
Working as H.O.D in Sant Baba
Attar Singh Govt. Polytechnic
College, Badbar, Punjab. Subject
Expertise in Machine design and
Research Methodology
Prof. Dilpreet Singh, Professor.
Working as a Asst. Prof. in
Mechanical Dept. in SSIET Dera
Bassi, Subject Expertise in Heat
Transfer and Industrial
Tribology.

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Experimental Investigation for Mechanical Properties of Aluminium Alloy Al 6061 Considering Different Parameters of FSW

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 635 Experimental Investigation for Mechanical Properties of Aluminium Alloy Al 6061 Considering Different Parameters of FSW Harjeet Singh1, Mukesh Verma2,Harinder Singh Sidhu3,Dilpreet Singh4 1 Part-Time Lecturer, Mechanical Engineering, Sant Baba Attar singh Govt. Polytechnic college , Punjab, India 2 Associate Prof. and Dean Academic, Mechanical Engineering, Sri Sukhmani Institute of Engineering and Technology, Punjab, India 3 H.O.D, Mechanical Engineering, Sant Baba Attar singh Govt. Polytechnic college , Punjab, India 4 Asst. Prof. , Mechanical Engineering, Sri Sukhmani Institute of Engineering and Technology, Punjab, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract-The paper deals with Experimental investigation for Mechanical properties of Aluminium Alloy Al 6061 Considering different Parameters of FSW. Two different type of tool shapes and shoulder surfaces for single weld configurations were used in experiments. It was shown that both tool types produce high quality butt joints free from defects or imperfections as visual inspection was done. The best tensile performance was obtained for FSW joints produced by a taper tool and the results obtained for joints produced by threaded tool shoulder are significantly lower. Tensile strength test indicated that welding speed is the main parameter which effect the tensile strength. Feed rate and tool shape are effecting second and third respectively. As the Impact toughness and Micro-hardness test are conducted, Feed rate is the main factor, Welding speed, Tool shape are effecting respectively. As a result of the experiment the welding speed 600 RPM, Feed Rate 40 mm/min and Taper probe tool are the best optimum levels to get maximum strength of mechanical properties. The differences between mechanical properties using different parameters were predicted based on a recently elaborated mathematical model developed for FSW joints. Key Words: Al Alloy, Design of Experiments, Orthogonal Array, ANOVA, Regression equation 1. Introduction Aluminium has property low weight with high strength, comparable to that of structural steels. High tensile strength in relation to density (referred to as specific strength) as well as high corrosion resistance make aluminium alloys the primary structural material used for various structural elements of critical importance in aviation, automotive, transport, military, ship-building, civil engineering and other industries.Friction stir welding is a variant of friction welding that produces a weld between two work pieces by heating and plastic displacement caused by a rapidly rotating tool that traverse the weld joint. Heating is done by both frictional rubbing between the tool and the work pieces and by viscous-plastic dissipation of the deforming material at high strain rates. Friction stir welding uses a non- consumable, rotating welding tool to create heat locally. A common tool design is the shape of a rod with concave area with a pin, coaxial with the axis of rotation. The work pieces are rigidly clamped and are supported by a backing plate, or anvil, that bears the load form the tool and constrains deformation of the material at the back side of the joint. As we start the process, the rotating friction stir welding tool is plunged into the weld joint, until the shoulder of the tool makes contact with the top surfaces of the work pieces. Frictional rubbing and viscos plastic dissipation cause the heated material to soften and plastically flow. The motion of the tool displacement of the softened material to produce the weld. As the tool moves in forward direction with continues speed and feed rate the metals gets soft due to heat gained. Thus welding is completed This goal of this study was to investigate the effect of parameters welding speed , Feed Rate and Tool shape on the mechanical properties of FSW butt joints of 6061 Aluminium Alloy. In addition, based on the newly elaborated models and Regression equations developed for FSW joints, the differences in mechanical properties on the advancing and retreating sides were explained. 2. Taguchi Method The Taguchi method involves reducing the variation in a process through robust design of experiments. Taguchi developed a method for designing experiments to investigate how different parameters affect the mean and variance of a process performance characteristic that defines how well the process is functioning. The experimental design proposed by Taguchi involves using orthogonal arrays to organize the parameters affecting the process and the levels at which they should be varies.. This allows for the collection of the necessary data to determine which factors most affect product quality with a minimum amount of experimentation, thus saving time and resources. With the help of Minitab 17 the Taguchi L8 was employed to analyze the results of Experimental
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 636 investigation for Mechanical properties of Aluminium Alloy Al 6061 Considering different Parameters of FSW. 3. Experimental Details 3.1 Material & Butt-weld joint Dimensions: The material used in experiments was Al 6061 Aluminium alloy. A long sheet of dimension (L*B) (4’ * 1’ ft. = 121.92 *30.48 cm) or (1210 * 300 mm ) mm of 5 mm thickness were taken from the supplier. 16 plates were made of dimension (300*75*5 mm) .From these plate we were able to make 8 butt -joints of Al 606 using FSW. The nominal chemical composition of the Aluminium Alloy Al 6061 is presented in Table 1 Table 1: Chemical Composition of Al (Wt. %) 3.2 Welding Procedure With the help of trial experiments three parameters like tool rotational speed, welding speed and tool shape were considered for friction stir welding of Aluminium Alloy. After selection of the range of the parameters design matrix was developed and is presented in Table 2 and table 3 respectively. Table 2 : Parameters of Experiment Experimentations were performed as per the design matrix. Single pass procedure was followed to fabricate the joints. Weld joint was made by joining two plates having dimensions (300 x 75x 5) mm using single side welds. The plates to be welded were securely clamped in the fixture so that the plates stay in place and do not fly away due to the welding forces. Table 3: Design Matrix for Experiment The rotational motion of the spindle was started and the tool was than kept in contact with the surface of the plates and the pin was penetrated to a predetermined depth in the surfaces of the plates to be welded. Fig. 1: Set up of friction stir welding process The tool was given some time as it rotates in contact with the surfaces to soften the material due to the frictional heat produced and afterwards the tool was given forward motion which formed the weld. The tool was withdrawn after the weld was completed; the process leaves a hole at the end of the joint. Visual inspection was performed on all welded sample in order to verify the presence of possible external defects such as surface irregularities, excessive flash and lack of penetration or surface open tunnel, voids etc. 3.3 Mechanical testing: The experiments were conducted as per the standard L8 (2^3) orthogonal array. As the FSW process is completed, Three mechanical tests as Tensile strength, Impact toughness and Micro-hardness are conducted to find the effect of welding parameters on Si Fe Cu Mn Mg g Cr Zn Ti Al 0.8 % 0.7% 0.4% 0.15% 1.2% 0.35% 0.25% 0.15% 96.5% S. No Variables Units Level 1 (-) Level 2 (+) 1. Tool shape Taper Thread 2. Welding speed RPM 600 700 3. Feed rate mm/min 30 40 S. No. Tool shape Welding speed Feed rate 1 - - - 2 + - - 3 - + - 4 + + - 5 - - + 6 + - + 7 - + + 8 + + +
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 637 Mechanical properties of FSW Al 6061 joint. The specimen required to conduct these mechanical tests are prepared as the standard dimensions are given by ASTM (American Society of Testing Materials) Fig. 2 ASTM Dimensions (mm) for tensile test Specimen Fig.3 Prepared Specimen for Tensile Strength Fig. 4 ASTM Dimensions (mm) for Impact test specimen Fig. 4 Prepared Specimen for Impact toughness 4. Results and Discussion The results of the experiment are shown in the table .In the table T.S.T stands for tensile strength Test, I.T.T stands for impact Toughness test and M.H.T stands for Micro-hardness test. The effect of welding parameters for Mechanical properties of Aluminium Al 6061 using FSW were analysed using Minitab 17 software. Table 4: Experimental Results. Sr. No. Tool Shape Welding Speed Feed Rate T.S.T I.T.T M.H.T 1 TAPER 600 30 90.55 20 59 2 TAPER 600 30 92.22 29 58 3 TAPER 600 30 91.17 18 59 4 TAPER 600 40 94.12 20 64 5 TAPER 600 40 95.66 21 63 6 TAPER 600 40 95.72 19 65 7 TAPER 700 30 90.55 17 60 8 TAPER 700 30 92.22 18 61 9 TAPER 700 30 91.17 17 62 10 TAPER 700 40 107.0 0 22 65 11 TAPER 700 40 105.3 2 24 66 12 TAPER 700 40 107.1 2 23 68 13 THREAD 600 30 58.61 16 56 14 THREAD 600 30 60.13 17 58 15 THREAD 600 30 59.11 18 57 16 THREAD 600 40 72.33 20 61 17 THREAD 600 40 75.12 21 60 18 THREAD 600 40 74.33 19 62 19 THREAD 700 30 68.22 16 57 20 THREAD 700 30 68.33 17 59 21 THREAD 700 30 70.17 16 60 22 THREAD 700 40 78.21 17 63 23 THREAD 700 40 76.33 19 64 24 THREAD 700 40 78.66 18 65 Using Taguchi Approach to Experimental Work ‘Larger the better’ characteristics: S/N = -10log 1/n (∑1/y²) where n the number of observations and y the observed data. The S/N ratio for maximum response (tensile strength, Impact strength and Micro-hardness) comes under ‘larger the better’ characteristic, which can be calculated as logarithmic transformation of the loss function by using above Equation. The influence of control parameters such as welding speed, Feed Rate and tool shape on mechanical properties was evaluated. The main effects plot for SN ratio and Means are shown in figure. The effect of tool shape and welding parameters on mechanical properties of the joints was investigated. It was shown that both tool types produce high quality butt joints free from defects or imperfections. The best tensile performance was obtained
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 638 for FSW joints produced by a taper tool and the results obtained for joints produced by threaded tool shoulder are significantly lower. Tensile strength test indicated that welding speed is the main parameter which effect thr tensile strength. Feed rate and tool shape are effecting second and third respectively. As the Impact toughness and Micro-hardness test are conducted, Feed rate is the main factor and Welding speed, tool shape are effecting respectively. . As a result of the experiment the welding speed 600 RPM, Feed Rate 40 mm/min and Taper probe tool are the best optimum levels to get maximum strength of mechanical properties The S/N ratio response was analyzed using the above Equation (1) for all 24 tests and presented in Table 4. SN ratio Tables, Response tables and graphs are used to predict the regression equations 4.1 Results for S/N Ratio – Tensile strength Analysis The S/N ratios have been calculated to identify the major contributing factors that cause variation in tensile strength. Table 5 shows the ANOVA results for S/N ratio of tensile strength of samples at 95% confidence interval. The factor, namely WS was found to be with 78.13% contribution on the basis of the p- value and the other factors FR and TS were found to be insignificant for Tensile strength of uncoated Al 6061 alloy with 13.653% and .376% Contribution. In this table ranking has done which indicate, how much factor affects the output response. Rank 1 indicates that it affects the most. In this table WS is the main factor, and then comes FR and at last TS as shown in table. It is calculated by Delta, the highest value of delta is given rank 1 and so on. Delta is calculated by subtracting lowest value from the highest value as shown in Table 6 Table 5: ANOVA for SN Ratio of tensile strength Table 6: Response Table for Signal to Noise Ratios 4.2 Results for S/N Ratio – Impact toughness Analysis The S/N ratios have been calculated to identify the major contributing factors that cause variation in Impact toughness. Table 7 shows the ANOVA results for S/N ratio Impact toughness of samples at 95% confidence interval. The factor, namely WS was found to be with 28.33% contribution on the basis of the p- value and the other factors FR and TS were found to be insignificant for Tensile strength of uncoated Al 6061 alloy with 54.21% and .183% Contribution. In this table ranking has done which indicate, how much factor affects the output response. Rank 1 indicates that it affects the most. In this table FR is the main factor, and then comes WS and at last TS as shown in table. It is calculated by Delta, the highest value of delta is given rank 1 and so on. Delta is calculated Level Tool shape WS FR 1 38.34 39.64 37.66 2 38.15 36.85 38.83 Delta 0.19 2.78 1.16 Rank 3 1 2 Source DF Adj SS Adj MS F-Value P-Value Pr(%) TOOL SHAPE 1 0.0746 0.0746 48.53 0.091 0.376 WS 1 15.4849 15.4849 10068.8 0.006 78.13 FR 1 2.7055 2.7055 1759.19 0.015 13.653 TOOL SHAPE*WS 1 0.9198 0.9198 598.09 0.026 4.64 TOOL SHAPE*FR 1 0.4287 0.4287 278.73 0.038 2.16 WS*FR 1 0.2036 0.2036 132.4 0.055 1.02 Error 1 0.0015 0.0015 Total 7 19.8186
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 639 by subtracting lowest value from the highest value as shown in Table 8 Table 7: ANOVA for SN Ratio of Impact toughness Table 8: Response Table for S/N Ratios for Impact toughness 4.3 Results for S/N Ratio – Micro hardness Analysis The S/N ratios have been calculated to identify the major contributing factors that cause variation in Micro hardness. Table 9 shows the ANOVA results for S/N ratio of Micro hardness of samples at 95% confidence interval. The factor, namely FR was found to be with 69.31 % contribution on the basis of the p- value and the other factors WS and TS were found to be insignificant for Tensile strength of uncoated Al 6061 alloy with 14.965% and 0.0276% Contribution. In this table ranking has done which indicate, how much factor affects the output response. Rank 1 indicates that it affects the most. In this table FR is the main factor, and then comes WS and at last TS as shown in table. It is calculated by Delta, the highest value of delta is given rank 1 and so on. Delta is calculated by subtracting lowest value from the highest value as shown in Table 10 Table 9: ANOVA for SN Ratio of Micro hardness Table10: Response Table for SN Ratios for Micro- hardness 4.4 Graphical Representation Main effect plots for SN ratio of Tensile strength, Impact toughness and Micro-hardness are shown as below graphs. Fig. 5 Main effect Plots for SN ratio’s for Tensile strength. Source DF Adj SS Adj MS F-Value P Value Pr(%) TOOL SHAPE 1 0.01320 0.01320 0.34 0.665 0.1831 WS 1 2.03529 2.03529 51.84 0.088 28.335 FR 1 3.89457 3.89457 99.21 0.064 54.218 TOOL SHAPE*WS 1 1.01548 1.01548 25.87 0.124 14.138 TOOL SHAPE*FR 1 0.04132 0.04132 1.05 0.492 0.5704 WS*FR 1 0.14329 0.14329 3.65 0.307 1.993 Error 1 0.03926 0.03926 0.545 Total 7 7.18239 Level TOOL SHAPE FR WS 1 25.54 24.81 26.01 2 25.46 26.20 25.00 Delta 0.08 1.40 1.01 Rank 3 1 2 Source DF Adj SS Adj MS F- Value P- Value Pr(%) TOOL SHAPE 1 0.00004 0.00004 0.02 0.920 0.027 WS 1 0.21686 0.21686 89.87 0.067 14.968 FR 1 1.00018 1.00018 414.49 0.031 69.312 TOOL SHAPE*WS 1 0.21686 0.21686 89.87 0.067 15.024 TOOL SHAPE*FR 1 0.00472 0.00472 1.96 0.395 0.327 WS*FR 1 0.00241 0.00241 1.00 0.500 0.167 Error 1 0.00241 0.00241 Total 7 1.44348 Level TOOL SHAPE WS FR 1 35.75 35.91 35.39 2 35.74 35.58 36.10 Delta 0.00 0.33 0.71 Rank 3 2 1
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 640 Fig. 6 Main effect Plots for SN ratio’s for Impact toughness Fig. 7 Main effect Plots for SN ratio’s for Micro-hardness. 4.4 Multiple Linear Regression Model Analysis A multiple linear regression analysis attempts to model the relationship between two or more predictor variables and a response variable by fitting a linear equation to the observed data. Based on the experimental results, a multiple linear regression model was developed using MINITAB 17. Regression Equations for output response are respectively, Tensile strength = 267 - 0.340 WS - 0.40 FR+ 0.00225 WS*FR Impact toughness = -11.3 + 0.0300 WS + 1.28 FR -0.00150 WS*FR MICRO HARDNESS=43.8- 0.0000 WS + 0.93 FR - 0.00067 WS*FR 5. Conclusions 1. Three factors and two level Taguchi design was found to be an effective technique for developing mathematical models to accurately predict the main, quadratic and two-way interaction effects of various input parameters on different responses. 2. Welding speed is the main factor in case of Tensile strength , while feed rate and taper tool are the variables affecting the mechanical properties the respectively. In case Impact toughness and micro-hardness, Feed rate is the main factor while welding speed and taper tool are affecting second and third position respectively. Both tools have negligible effect on micro-hardness of FSW joint Al 6061. 3. No Visuals defects were observed in the weld joints welded at Welding speed of 600 to 700 rpm, Feed rate of 30 to 40 mm/min. 4. WS (600), FR (40) and tool (taper) are the best optimum parameters from given parameters for tensile strength, Impact toughness and micro- hardness. REFERENCES 1. Moataz, M. Attallaha and Salem, Hanadi G.,(2004).“Friction stir welding parameters: a tool for controlling abnormal grain growth during subsequent heat treatment”, Elsevier. Materials Science and Engineering A 391 (2005) 51–59. 2. Hirata a, Tomotake, Oguri a, Taizo, Hagino Hideki, Tanaka a, Tsutomu and Chungb, Wook Sung. (2006).“Influence of friction stir welding parameters on grain size and formability in 5083 aluminium alloy”, Elsevier. Materials Science and in Engineering A 456 (2007) 344–349. 3. P. Cavalierea, A .Squillaceb and F. Panella.(2007).“ Effect of welding parameters on mechanical and microstructural properties of AA6082 joints produced by friction stir welding”, Elsevier journal of materials processing technology 200 (2008) 364–372. 4. P.M.G.P. Moreira a, A.M.P. de Jesus b, Ribeiro b, A .S. and de Castro, P.M.S.T. (2008) ,“ Fatigue crack Growth in friction stir welds of 6082-T6 and 6061-T6 aluminium alloys : A comparison”, Elsevier Theoretical and Applied Fracture Mechanics 50 (2008) 81– 91. 5. Aydın a, Hakan, Bayram Ali and Ismail Durgun. (2009),“The effect of post-weld heat treatment on the mechanical properties of 2024-T4 friction stir- welded joints”, Elsevier Materials and Design 31 (2010) 2568–2577. 6. RAJAKUMAR , S.,MURALIDHARN, C. and BALASUBRAMANIAN, V.C. (2010).“Effect of Rotation Rate on Microstructures and Mechanical Properties Of FSW Mg–Zn–Y–Zr Alloy Joints.”, Elsevier. J. Mater. Sci. Technol., 2011, 27(12), 1157- 1164. 7. RAJAKUMA, S.,MURALIDHARN, C. and BALASUBRAMANIAN, V.C. (2010).“Establishing empirical relationships to predict grain size and
  • 7. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 641 tensile strength of friction stir welded AA 6061-T6 aluminium alloy joints”, Elsevier. Trans. Nonferrous Met. Soc .China 20 (2010) 1863-1872. 8. Leitão a, C. and Louro b, R. (2012).“Analysis of high temperature plastic Behaviour and its relation with weldability in friction stir welding for Aluminium alloys AA5083-H111 and AA6082-T6.” Elsevier Materials an Design 37 (2012) 402–409. 9. Ma E, Yu , Xia , Z.C, Jiang, R.R and Li. WenYa ( 2013).“ Effect of welding parameters on Mechanical and fatigue properties of friction stir welded 2198 T8 aluminium– lithium alloy joints”, Elsevier Engineering Fracture Mechanics 114(2013)1–11. 10. Sharma, Raman and Singh, Om Pal (2013).“Effect of FSW Process Parameters on Mechanical Properties of Polypropylene: An Experimental International Study”, Journal of Innovative Research in Science, Engineering and Technology (IJIRSET).Vol. 2, Issue 12, December 2013.ISSN: 2319-8753 11. Liu, H.J, Hou, J.C. and Guo a, H. (2013). “ Effect of welding speed on micro Structure structure and mechanical properties of self-reacting friction stir welded 6061-T6 aluminum alloy”, Elsevier Materials and Design (2013) 872–878. 12. Krasnowski, K., Hamilton,C. and Dymek, S. (2014).“Influence of the tool shape and weld configuration on microstructure and mechanical properties of the Al 6082 alloy FSW joints”, Elsevier archives of civil and mechanical engineering (2014 ) xxx – xxx. 13. VARMA, RAMARAJU RAMGOPAL, IBRAHIM, ABDULLAH BIN, MOHAMMED and BIN MANSOR, ARIFPIN (2014).“MECHANICAL PROPERTIES OF THE FRICTION STIR WELDED DISSIMILAR ALUMINIUM ALLOY JOINTS.” International Journal of Mechanical And Production Engineering, ISSN: 2320-2092, Volume- 2, Issue- 5, May-2014 14. Chahal, Aditya, and Sharm , Sh Pankaj(2015). “Effect of Weld Speed or Feed Rate and Rotational Speed on Two Dissimilar Metals Al-6063 and Al-7071 During Friction Stir Welding”, International Journal on Recent Technologies in Mechanical and Electrical Engineering (IJRMEE). ISSN: 2349-7947 Volume: 2 Issue: 8, 71 – 73. 15. www.sciencedirect.com 16. www.stle.org BIOGRAPHIES Harjeet Singh, pursuing M. Tech (Mechanical Engg.) from SSIET, Dera Bassi, Punjab. Working as Part Time Lectrur in Sant Baba Attar Singh Govt. polytechnic college, Badbar. Punjab. Prof.Mukesh Verma, Associate Professor and Dean Academics, SSIET, Dera Bassi . Subject Expertise in Manufacturing System management and Research Methodology Prof. Harinder Singh Sidhu, Working as H.O.D in Sant Baba Attar Singh Govt. Polytechnic College, Badbar, Punjab. Subject Expertise in Machine design and Research Methodology Prof. Dilpreet Singh, Professor. Working as a Asst. Prof. in Mechanical Dept. in SSIET Dera Bassi, Subject Expertise in Heat Transfer and Industrial Tribology.