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International Journal of Mechanical Engineering and Technology (IJMET)
Volume 8, Issue 3, March 2017, pp. 175–184 Article ID: IJMET_08_03_020
Available online at http://www.iaeme.com/IJMET/issues.asp?JType=IJMET&VType=8&IType=3
ISSN Print: 0976-6340 and ISSN Online: 0976-6359
© IAEME Publication Scopus Indexed
MECHANICAL PROPERTIES OF NANOIRON
PARTICLES REINFORCED
EPOXY/POLYESTER NANOCOMPOSITES
G. Naveen Kumar
Department of Mechanical Engineering,
Institute of Aeronautical Engineering,
Dundigal, Hyderabad-500043, Telangana, India
Y. V. Mohana Reddy
Department of Mechanical Engineering,
G Pulla Reddy Engineering College, Nandyal Road,
Kurnool - 518007, Andhra Pradesh, India.
K. Hemachandra Reddy
Department of Mechanical Engineering,
Jawaharlal Nehru Technological University Anantapur,
Anantapur-515002, Andhra Pradesh, India
ABSTRACT
We report on synthesis of two highly dissolve nanoparticles viz. Fe2
O3
& f-Fe2
O3
using chemical reduction method. Reaction effect was initiated to mix up solution 1 (i.e.
Fecl3
6H2
o) into solution 2 (i.e. Fecl2
4H2
o) as one under the occurrence of ammonium
to build up nanoiron (NI) particles. Mechanical properties as above mentioned
nanoiron particles filled with polyester and epoxy nanocomposites were fabricated to
assess the possibility of using this filler as a latest material. Functionalization agent as
Methacryloxypropyl was used to prepare f-Fe2
O3
nanoparticles. f-Fe2
O3
nanocomposites of mechanical properties were improved with the help of
functionalization when compared with nanocomposites of Fe2
O3
. Nanoiron particles
functionalization favours the composite fabrication with a curing temperature at low as
compared to the as-synthesised nanoparticles filled polyester nanocomposites.
Mechanical properties carried out are Hardness, Impact strength, Tensile strength,
Flexural strength and Compression strength. Mechanical property values increased due
to the homogeneous nanoparticle dispersion and chemical bonding between polyester
matrix and nanoparticles. After incorporation nanoiron particles into the polyester
resin matrix it becomes magnetically harder. Machines generated mechanical property
values were compared and analysed with system generated software analysis of
variance (ANOVA) values. Machine values and ANOVA values were measured for the
Mechanical Properties of Nanoiron Particles Reinforced Epoxy/Polyester Nanocomposites
http://www.iaeme.com/IJMET/index.asp 176 editor@iaeme.com
specimens of epoxy+polyester+nanoiron, where the nanoiron is varying viz. 1, 2, 3, 4,
5 and 7 wt.%.
Key words: Mechanical Properties, Nanocomposites, Epoxy/Polyester and ANOVA.
Cite this Article: G. Naveen Kumar, Y. V. Mohana Reddy and K. Hemachandra Reddy,
Mechanical Properties of Nanoiron Particles Reinforced Epoxy/Polyester
Nanocomposites, International Journal of Mechanical Engineering and Technology,
8(3), 2017, pp. 175–184.
http://www.iaeme.com/IJMET/issues.asp?JType=IJMET&VType=8&IType=3
1. INTRODUCTION
Today we know well, even though not understood completely, that nanoparticles can influence
polymer properties by crystallization, electrical, thermal conductivity, mechanical strength,
melt processing and visco-elasticity among others. The best two examples of the above
mentioned are the large mechanical degradation stability and higher stiffness rendered to
polymer matrices by nanoiron filler particles adding in small amounts. characterization of
mechanical tests namely tensile, flexural, compression, hardness and impact tests on
epoxy/polyester nanocomposites at different nanoiron variations viz., 1, 2, 3, 4, 5 and 7 wt.%
are presented. Results and discussions are presented based on the type of test and their
experimental results and graphs. In this case at least six samples are tested at classified interval.
Organic materials with both conducting ferromagnetic properties have received tremendous
attention due to their potential applications in batteries, electrochemical display devices,
molecular electronics, nonlinear optics, sensors, electrical- magnetic shields and microwave-
absorbents.
The possibility of adjusting the polymer blending offers cost concert balance and couture
the technology to create products for specific use of applications which extends engineering
resin’s performance, improves specific properties and provides revenue for industrial and
consumer plastics ravage recycling. Polymer blends combination with wood and other cellulose
materials appears quite promising on the basis of balanced performance, re-utilization of plastic
wastes and recyclables after the end use. Among various polymer blends and alloys,
modification of epoxy and polyester matrix combinations are attractive route to promote the
performance of the thermosetting matrix; because their blends are expected to improve impact,
tensile, flexural and moisture resistance properties and the low cost polyester with excellent
mechanical and barrier properties of epoxy. Machine values were measured for the composition
of epoxy + polyester + nanoiron. In this nanocomposite we have taken epoxy + polyester as
constant throughout all the nanoiron variations. Mechanical properties like tensile strength,
flexural strength, compression strength, hardness, and impact strength will be validating
through the system software and they are comparing with system values.
2. MATERIAL AND METHODS
In the present work, a commercially available polyester, catalyst and accelerator were
purchased from the V.G.R. Enterprises, Madurai, Tamialnadu, India. Poly-ester monomers with
two reactive poly end groups facilitate the crosslinking for network formation. The liquid resin
has a density of 1.231 g/cm3
and a viscosity of 370 centipoises (cps) at room temperature.
Nanoiron particles with an average diameter of 10-15 nm and a specific surface area of 45m
2
/g
were functionalized and used as nanofillers for the nanocomposite fabrication. Trigonox 239-
A (curing catalyst or initiator, organic peroxide, liquid) was purchased from Akzo Nobel
Chemicals. Cobalt naphthenate was used as a catalyst promoter to decompose the catalyst at
room temperature. Methacryloxypropyl-trimethoxysilane and tetrahydrofuran were purchased
G. Naveen Kumar, Y. V. Mohana Reddy and K. Hemachandra Reddy
http://www.iaeme.com/IJMET/index.asp 177 editor@iaeme.com
from Sigma–Aldrich Chemical Company. All the chemicals were used as-received without
further treatment. All the tests were carried at ambient conditions. In this case, six identical
specimens were tested. All the tests were accomplished at a room temperature.
3. PREPARATION OF FERRITE NANOPARTICLES
Reaction was carried out by mixing two solutions, named as solution A (i.e. Fecl3
6H2
o) and
solution B (i.e. Fecl2
4H2
o) to form nanoparticles. 0.1 Mole of 27.030 gms of solution A was
dissolved 1000 ml de-ionised water, whereas, 19.881 gms of solution B was dissolved in 1000
ml deionised water used were to prepare solutions. Then solution A was added in solution B
drop wise by 2:1 stoichiometric ratio under vigorous stirring. Ammonium (45ml) was dropped
in to the mixture; forthwith black powder was produced in less than one second. After reaction,
the product particles were separated from the solution by a strong magnet and washed with
deionised water. Freeze-drying overnight was utilized to dry the particles.
4. FABRICATION OF BLENDED/NANOCOMPOSITES
Then pre-calculated amount of epoxy/polyester (i.e. 85/15; w/w ratio) were mixed together in
a suitable beaker. Hardener/accelerator/catalyst/promoter (100:10/2/2/2) parts by weight was
added to the modified epoxy/polyester mixer. A glass mould with required dimensions was
used for making sample on par with ASTM standards and it was coated with mould releasing
agent enabling to easy removal of the sample. Brush and roller were used to impregnate
composite. The closed mold was kept under pressure for 24 hrs at room temperature. To ensure
complete curing the blended composite samples were post cured at 80ºC for 1 hr and the test
specimens of the required size were cut out from the sheet. Composites were prepared by
compounding with extrusion and hot press machine. The processing temperature is maintained
at 180ºC and the pressure was almost all constant. The extruded composites were hot pressed
under 10MPa for 5min at 180 ºC into sheets of suitable thickness for making the specimens as
per ASTM standard. Sheet size and thickness were dependent on the testing methods used in
this study.
5. DETERMINATION OF MECHANICAL PROPERTIES OF THE
COMPOSITES
Tensile, compression and flexural properties of the composites were determined using a UTM
(Instron, Series-3369) with across head speed of 5mm/min. In Tensile strength, three point
bending tests were carried out on par with ASTM D 53455, ASTM D 690 and ASTM-53452,
respectively. All the tests were performed in a displacement controlled mode on a closed-loop
servo-hydraulic MTS testing machine. Impact strength of samples was measured on Zwick
impact strength testing machine (ZIS 250) according to ASTM D 53433. Rockwell hardness
properties were performed using Rockwell hardness testing machine (Model-2000R) according
to ASTM D 256. All the tests were accomplished at a room temperature of 24 ºC.
6. VALIDATION ANALYSIS OF VARIANCE
Statistical analysis (regression and ANOVA) of the responses are carried out to estimate the
coefficient polynomial of the response by regression and to check the significance of the
regression coefficients of independent variables and interaction variables by ANOVA. Analysis
of variance (ANOVA) table is used to determine the significance of the first degree, second
degree and cross-product terms of the polynomial. In this case, the adequacy of the model is
confirmed when the Model Probability > F is less than 0.05. Analysis of Variance validates the
results from the machine values with predicted values which are generated by system software.
Mechanical Properties of Nanoiron Particles Reinforced Epoxy/Polyester Nanocomposites
http://www.iaeme.com/IJMET/index.asp 178 editor@iaeme.com
7. RESULTS AND DISCUSSIONS
Mechanical properties
Table 1 shows the obtained experimental results for the effects of different nanoiron variations
viz., 1, 2, 3, 4, 5 and 7 wt.% on all the properties of Hardness, Impact strength, Tensile strength,
Flexural strength and Compression strength. Tensile properties such as tensile strength and
elongation at break of the nanoiron composites containing 1%, 2%, 3%, 4%, 5% and 7%
nanoiron as filler were measured and the results are presented in the table.1
Table 1 Mechanical properties (Experimental results for epoxy + polyester + nanoiron)
Filler (Wt. %)
Hardness
number
Impact
strength
Tensile
strength
Flexural
strength
Compression
strength
1 95.50 160.71 42.65 20.11 121.63
2 100.83 175.04 46.20 24.80 124.53
3 104.03 182.96 49.09 26.05 130.63
4 105.41 182.45 50.00 23.85 132.45
5 103.98 180.96 44.09 22.42 128.20
7 96.02 178.86 45.02 24.33 125.36
Analysis of Hardness
Table 2 ANOVA for Hardness
Source
Sum of
squares
df
Mean
square
F-value p-value
Model 92.47197 2 46.236 1285.42 0.0000398
A-NI 17.26864 1 17.2686 480.09 0.00021
A2
92.3372 1 92.3372 2567.09 0.0000169
Residual 0.107909 3 0.03597
Cor Total 92.57988 5
From the above Table.2, it has been observed that, the Model F-value of 1285.42 implies
the model is significant. There is only a 0.01% chance that an F-value this large could occur
due to noise. Values of “Prob > F” less than 0.0500 indicate model terms are significant. In this
case A, A2
are significant model terms. Values greater than 0.1000 indicate the model terms are
not significant.
G. Naveen Kumar, Y. V. Mohana Reddy and K. Hemachandra Reddy
http://www.iaeme.com/IJMET/index.asp 179 editor@iaeme.com
Analysis of Impact Strength
Table 3 ANOVA for Impact Strength
Source
Sum of
squares
df
Mean
square
F-value p-value
Model 350.3641 3 116.788 332.319 0.003002
A-NI 18.38593 1 18.3859 52.317 0.018583
A2
21.24668 1 21.2467 60.4573 0.016141
A3
39.95484 1 39.9548 113.691 0.008681
Residual 0.702866 2 0.35143
Cor Total 351.0669 5
From the Table.3, it has been noticed that, the Model F-value of 332.319 implies the model
is significant. There is only a 0.30% chance that an F-value this large could occur due to noise.
Values of “Prob > F” less than 0.0500 indicate model terms are significant. In this case A, A2
,
A3
are significant model terms. Values greater than 0.1000 indicate the model terms are not
significant.
Analysis of Tensile Strength
Table.4 ANOVA for Tensile Strength
Source
Sum of
squares
df
Mean
square
F-value p-value
Model 47.75638 4 11.9391 83.8997 0.081678
A-NI 23.58546 1 23.5855 165.742 0.049351
A2
10.31843 1 10.3184 72.5107 0.074421
A3
19.24028 1 19.2403 135.207 0.054615
A4
10.20175 1 10.2018 71.6908 0.074841
Residual 0.142302 1 0.1423
Cor Total 47.89868 5
From the Table.4 it shows that the Model F-value of 83.8997 implies there is 8.17% chance
that an F-value this large could occur due to noise. Values of "Prob > F" less than 0.0500
indicate model terms are significant. In this case A is a significant model term. Values greater
than 0.1000 indicate the model terms are not significant.
Mechanical Properties of Nanoiron Particles Reinforced Epoxy/Polyester Nanocomposites
http://www.iaeme.com/IJMET/index.asp 180 editor@iaeme.com
Analysis of Flexural Strength
Table 5 ANOVA for Flexural Strength
Source
Sum of
squares
df
Mean
square
F-value p-value
Model 21.32017 3 7.10673 49.0187 0.020059
A-NI 12.08639 1 12.0864 83.3661 0.011784
A2
2.160906 1 2.16091 14.9049 0.061016
A3
15.32088 1 15.3209 105.676 0.009331
Residual 0.28996 2 0.14498
Cor Total 21.61013 5
From the Table.5 indicates that the Model F-value of 49.0187 implies the model is
significant. There is only a 2.01% chance that an F-value this large could occur due to noise.
Values of "Prob > F" less than 0.0500 indicate model terms are significant. In this case A, A3
are significant model terms. Values greater than 0.1000 indicate the model terms are not
significant.
Analysis of Compression Strength
Table.6 ANOVA for Compression Strength
Source
Sum of
squares
df
Mean
square
F-value p-value
Model 81.83864 4 20.4597 13684.03 0.006411
A-NI 13.46936 1 13.4694 9008.71 0.006707
A2
21.53121 1 21.5312 14400.7 0.005305
A3
12.74912 1 12.7491 8526.99 0.006894
A4
11.87629 1 11.8763 7943.22 0.007143
Residual 0.001495 1 0.0015
Cor Total 81.84013 5
From the above Table.6 it is clearly indicated that the Model F-value of 13684.03 implies
the model is significant. There is only a 0.64% chance that an F-value this large could occur
due to noise. Values of "Prob > F" less than 0.0500 indicate model terms are significant. In this
case A, A2
, A3
, A4
are significant model terms. Values greater than 0.1000 indicate the model
terms are not significant.
Table 7 Actual and predicted values of hardness
Run
A:
NI in %
Hardness
(actual values) MPa
Hardness (predicted
values) MPa % Deviation
1 1 95.5 95.6641 0.1715
2 2 99.53 101.028 1.4827
3 3 107.53 104.254 3.1423
4 4 105.41 105.353 0.0541
5 5 101.88 104.295 2.3155
6 7 96.52 95.7858 0.7665
G. Naveen Kumar, Y. V. Mohana Reddy and K. Hemachandra Reddy
http://www.iaeme.com/IJMET/index.asp 181 editor@iaeme.com
From the above Table.7 it indicates that the actual and predicted hardness values for the
nanocomposites with nanoiron as an input parameter. The percentage deviation between actual
and predicted values indicates accurate prediction within the limits of ±4%.
Table.8 Actual and predicted values of impact strength
Run
A:
NI in %
Impact Strength
(actual values)
MPa
Impact Strength
(predicted values)
MPa % Deviation
1 1 160.71 160.091 0.3866
2 2 173.04 175.315 1.2976
3 3 184.96 182.000 1.6263
4 4 181.45 182.919 0.8030
5 5 180.96 180.845 0.0635
6 7 178.86 178.810 0.0279
It indicates in the table.8 that the actual and predicted impact strength values for the
nanocomposite with nanoiron as an input parameter. The percentage deviation between actual
and predicted values indicates accurate prediction within the limits of ±2%.
Table.9 Actual and predicted values of tensile strength
Run
A:
NI in %
Tensile Strength
(actual values) MPa
Tensile Strength
(predicted values)
MPa
% Deviation
1 1 42.65 42.6783 0.0663
2 2 46.20 46.0643 0.2945
3 3 50.09 50.3444 0.5053
4 4 50.00 49.7739 0.4542
5 5 44.09 44.1743 0.1908
6 7 45.02 45.0143 0.0126
It indicates from the table.9 that the actual and predicted tensile strength values for the
nanocomposite with nanoiron as an input parameter. The percentage deviation between actual
and predicted values indicates accurate prediction within the limits of ±1%.
Table.10 Actual and predicted values of flexural strength
Run
A:
NI in %
Flexural Strength
(actual values) MPa
Flexural Strength
(predicted values)
MPa
% Deviation
1 1 20.11 20.086 0.1150
2 2 24.80 24.945 0.5840
3 3 26.05 25.711 1.3169
4 4 23.85 24.209 1.4829
5 5 22.42 22.263 0.7024
6 7 24.33 24.343 0.0546
Mechanical Properties of Nanoiron Particles Reinforced Epoxy/Polyester Nanocomposites
http://www.iaeme.com/IJMET/index.asp 182 editor@iaeme.com
It indicates from the table.10 that the actual and predicted flexural strength values for the
nanocomposites with nanoiron as an input parameter. The percentage deviation between actual
and predicted values indicates accurate prediction within the limits of ±2%.
Table.11 Actual and predicted values of compressive strength
Run
A:
NI in %
Compression
Strength
(actual values) MPa
Compression
Strength (predicted
values) MPa
% Deviation
1 1 121.63 121.633 0.0024
2 2 124.53 124.516 0.0112
3 3 130.63 130.656 0.0199
4 4 132.45 132.427 0.0173
5 5 128.2 128.209 0.0070
6 7 125.36 125.359 0.0007
It indicates from the table.11 that the actual and predicted compression strength values for
the nanocomposite with nanoiron as an input parameter. The percentage deviation between
actual and predicted values indicates accurate prediction within the limits of ±1%.
8. CONCLUSIONS
In the present work two highly nano disperse Fe2
O3
& f-Fe2
O3
nanoparticles were synthesized
through chemical reduction method and then dispersed into the epoxy/polyester polymers.
Tensile strength, Flexural strength, compression strength, hardness and impact strength
mechanical properties were studied on machine generated values and software (ANOVA)
generated values. These values were compared and evaluated to percentage deviation to test the
results might be accurate. In the case of these values, ANOVA seemed to reduce p-values but
the machine generated values were more as expectations.
ACKNOWLEDGEMENT
The authors would like to thank the Department of Mechanical Engineering, G Pulla Reddy
Engineering College, Kurnool-518007, Andhra Pradesh, India for providing labs and
instrumentation.
G. Naveen Kumar, Y. V. Mohana Reddy and K. Hemachandra Reddy
http://www.iaeme.com/IJMET/index.asp 183 editor@iaeme.com
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  • 1. http://www.iaeme.com/IJMET/index.asp 175 editor@iaeme.com International Journal of Mechanical Engineering and Technology (IJMET) Volume 8, Issue 3, March 2017, pp. 175–184 Article ID: IJMET_08_03_020 Available online at http://www.iaeme.com/IJMET/issues.asp?JType=IJMET&VType=8&IType=3 ISSN Print: 0976-6340 and ISSN Online: 0976-6359 © IAEME Publication Scopus Indexed MECHANICAL PROPERTIES OF NANOIRON PARTICLES REINFORCED EPOXY/POLYESTER NANOCOMPOSITES G. Naveen Kumar Department of Mechanical Engineering, Institute of Aeronautical Engineering, Dundigal, Hyderabad-500043, Telangana, India Y. V. Mohana Reddy Department of Mechanical Engineering, G Pulla Reddy Engineering College, Nandyal Road, Kurnool - 518007, Andhra Pradesh, India. K. Hemachandra Reddy Department of Mechanical Engineering, Jawaharlal Nehru Technological University Anantapur, Anantapur-515002, Andhra Pradesh, India ABSTRACT We report on synthesis of two highly dissolve nanoparticles viz. Fe2 O3 & f-Fe2 O3 using chemical reduction method. Reaction effect was initiated to mix up solution 1 (i.e. Fecl3 6H2 o) into solution 2 (i.e. Fecl2 4H2 o) as one under the occurrence of ammonium to build up nanoiron (NI) particles. Mechanical properties as above mentioned nanoiron particles filled with polyester and epoxy nanocomposites were fabricated to assess the possibility of using this filler as a latest material. Functionalization agent as Methacryloxypropyl was used to prepare f-Fe2 O3 nanoparticles. f-Fe2 O3 nanocomposites of mechanical properties were improved with the help of functionalization when compared with nanocomposites of Fe2 O3 . Nanoiron particles functionalization favours the composite fabrication with a curing temperature at low as compared to the as-synthesised nanoparticles filled polyester nanocomposites. Mechanical properties carried out are Hardness, Impact strength, Tensile strength, Flexural strength and Compression strength. Mechanical property values increased due to the homogeneous nanoparticle dispersion and chemical bonding between polyester matrix and nanoparticles. After incorporation nanoiron particles into the polyester resin matrix it becomes magnetically harder. Machines generated mechanical property values were compared and analysed with system generated software analysis of variance (ANOVA) values. Machine values and ANOVA values were measured for the
  • 2. Mechanical Properties of Nanoiron Particles Reinforced Epoxy/Polyester Nanocomposites http://www.iaeme.com/IJMET/index.asp 176 editor@iaeme.com specimens of epoxy+polyester+nanoiron, where the nanoiron is varying viz. 1, 2, 3, 4, 5 and 7 wt.%. Key words: Mechanical Properties, Nanocomposites, Epoxy/Polyester and ANOVA. Cite this Article: G. Naveen Kumar, Y. V. Mohana Reddy and K. Hemachandra Reddy, Mechanical Properties of Nanoiron Particles Reinforced Epoxy/Polyester Nanocomposites, International Journal of Mechanical Engineering and Technology, 8(3), 2017, pp. 175–184. http://www.iaeme.com/IJMET/issues.asp?JType=IJMET&VType=8&IType=3 1. INTRODUCTION Today we know well, even though not understood completely, that nanoparticles can influence polymer properties by crystallization, electrical, thermal conductivity, mechanical strength, melt processing and visco-elasticity among others. The best two examples of the above mentioned are the large mechanical degradation stability and higher stiffness rendered to polymer matrices by nanoiron filler particles adding in small amounts. characterization of mechanical tests namely tensile, flexural, compression, hardness and impact tests on epoxy/polyester nanocomposites at different nanoiron variations viz., 1, 2, 3, 4, 5 and 7 wt.% are presented. Results and discussions are presented based on the type of test and their experimental results and graphs. In this case at least six samples are tested at classified interval. Organic materials with both conducting ferromagnetic properties have received tremendous attention due to their potential applications in batteries, electrochemical display devices, molecular electronics, nonlinear optics, sensors, electrical- magnetic shields and microwave- absorbents. The possibility of adjusting the polymer blending offers cost concert balance and couture the technology to create products for specific use of applications which extends engineering resin’s performance, improves specific properties and provides revenue for industrial and consumer plastics ravage recycling. Polymer blends combination with wood and other cellulose materials appears quite promising on the basis of balanced performance, re-utilization of plastic wastes and recyclables after the end use. Among various polymer blends and alloys, modification of epoxy and polyester matrix combinations are attractive route to promote the performance of the thermosetting matrix; because their blends are expected to improve impact, tensile, flexural and moisture resistance properties and the low cost polyester with excellent mechanical and barrier properties of epoxy. Machine values were measured for the composition of epoxy + polyester + nanoiron. In this nanocomposite we have taken epoxy + polyester as constant throughout all the nanoiron variations. Mechanical properties like tensile strength, flexural strength, compression strength, hardness, and impact strength will be validating through the system software and they are comparing with system values. 2. MATERIAL AND METHODS In the present work, a commercially available polyester, catalyst and accelerator were purchased from the V.G.R. Enterprises, Madurai, Tamialnadu, India. Poly-ester monomers with two reactive poly end groups facilitate the crosslinking for network formation. The liquid resin has a density of 1.231 g/cm3 and a viscosity of 370 centipoises (cps) at room temperature. Nanoiron particles with an average diameter of 10-15 nm and a specific surface area of 45m 2 /g were functionalized and used as nanofillers for the nanocomposite fabrication. Trigonox 239- A (curing catalyst or initiator, organic peroxide, liquid) was purchased from Akzo Nobel Chemicals. Cobalt naphthenate was used as a catalyst promoter to decompose the catalyst at room temperature. Methacryloxypropyl-trimethoxysilane and tetrahydrofuran were purchased
  • 3. G. Naveen Kumar, Y. V. Mohana Reddy and K. Hemachandra Reddy http://www.iaeme.com/IJMET/index.asp 177 editor@iaeme.com from Sigma–Aldrich Chemical Company. All the chemicals were used as-received without further treatment. All the tests were carried at ambient conditions. In this case, six identical specimens were tested. All the tests were accomplished at a room temperature. 3. PREPARATION OF FERRITE NANOPARTICLES Reaction was carried out by mixing two solutions, named as solution A (i.e. Fecl3 6H2 o) and solution B (i.e. Fecl2 4H2 o) to form nanoparticles. 0.1 Mole of 27.030 gms of solution A was dissolved 1000 ml de-ionised water, whereas, 19.881 gms of solution B was dissolved in 1000 ml deionised water used were to prepare solutions. Then solution A was added in solution B drop wise by 2:1 stoichiometric ratio under vigorous stirring. Ammonium (45ml) was dropped in to the mixture; forthwith black powder was produced in less than one second. After reaction, the product particles were separated from the solution by a strong magnet and washed with deionised water. Freeze-drying overnight was utilized to dry the particles. 4. FABRICATION OF BLENDED/NANOCOMPOSITES Then pre-calculated amount of epoxy/polyester (i.e. 85/15; w/w ratio) were mixed together in a suitable beaker. Hardener/accelerator/catalyst/promoter (100:10/2/2/2) parts by weight was added to the modified epoxy/polyester mixer. A glass mould with required dimensions was used for making sample on par with ASTM standards and it was coated with mould releasing agent enabling to easy removal of the sample. Brush and roller were used to impregnate composite. The closed mold was kept under pressure for 24 hrs at room temperature. To ensure complete curing the blended composite samples were post cured at 80ºC for 1 hr and the test specimens of the required size were cut out from the sheet. Composites were prepared by compounding with extrusion and hot press machine. The processing temperature is maintained at 180ºC and the pressure was almost all constant. The extruded composites were hot pressed under 10MPa for 5min at 180 ºC into sheets of suitable thickness for making the specimens as per ASTM standard. Sheet size and thickness were dependent on the testing methods used in this study. 5. DETERMINATION OF MECHANICAL PROPERTIES OF THE COMPOSITES Tensile, compression and flexural properties of the composites were determined using a UTM (Instron, Series-3369) with across head speed of 5mm/min. In Tensile strength, three point bending tests were carried out on par with ASTM D 53455, ASTM D 690 and ASTM-53452, respectively. All the tests were performed in a displacement controlled mode on a closed-loop servo-hydraulic MTS testing machine. Impact strength of samples was measured on Zwick impact strength testing machine (ZIS 250) according to ASTM D 53433. Rockwell hardness properties were performed using Rockwell hardness testing machine (Model-2000R) according to ASTM D 256. All the tests were accomplished at a room temperature of 24 ºC. 6. VALIDATION ANALYSIS OF VARIANCE Statistical analysis (regression and ANOVA) of the responses are carried out to estimate the coefficient polynomial of the response by regression and to check the significance of the regression coefficients of independent variables and interaction variables by ANOVA. Analysis of variance (ANOVA) table is used to determine the significance of the first degree, second degree and cross-product terms of the polynomial. In this case, the adequacy of the model is confirmed when the Model Probability > F is less than 0.05. Analysis of Variance validates the results from the machine values with predicted values which are generated by system software.
  • 4. Mechanical Properties of Nanoiron Particles Reinforced Epoxy/Polyester Nanocomposites http://www.iaeme.com/IJMET/index.asp 178 editor@iaeme.com 7. RESULTS AND DISCUSSIONS Mechanical properties Table 1 shows the obtained experimental results for the effects of different nanoiron variations viz., 1, 2, 3, 4, 5 and 7 wt.% on all the properties of Hardness, Impact strength, Tensile strength, Flexural strength and Compression strength. Tensile properties such as tensile strength and elongation at break of the nanoiron composites containing 1%, 2%, 3%, 4%, 5% and 7% nanoiron as filler were measured and the results are presented in the table.1 Table 1 Mechanical properties (Experimental results for epoxy + polyester + nanoiron) Filler (Wt. %) Hardness number Impact strength Tensile strength Flexural strength Compression strength 1 95.50 160.71 42.65 20.11 121.63 2 100.83 175.04 46.20 24.80 124.53 3 104.03 182.96 49.09 26.05 130.63 4 105.41 182.45 50.00 23.85 132.45 5 103.98 180.96 44.09 22.42 128.20 7 96.02 178.86 45.02 24.33 125.36 Analysis of Hardness Table 2 ANOVA for Hardness Source Sum of squares df Mean square F-value p-value Model 92.47197 2 46.236 1285.42 0.0000398 A-NI 17.26864 1 17.2686 480.09 0.00021 A2 92.3372 1 92.3372 2567.09 0.0000169 Residual 0.107909 3 0.03597 Cor Total 92.57988 5 From the above Table.2, it has been observed that, the Model F-value of 1285.42 implies the model is significant. There is only a 0.01% chance that an F-value this large could occur due to noise. Values of “Prob > F” less than 0.0500 indicate model terms are significant. In this case A, A2 are significant model terms. Values greater than 0.1000 indicate the model terms are not significant.
  • 5. G. Naveen Kumar, Y. V. Mohana Reddy and K. Hemachandra Reddy http://www.iaeme.com/IJMET/index.asp 179 editor@iaeme.com Analysis of Impact Strength Table 3 ANOVA for Impact Strength Source Sum of squares df Mean square F-value p-value Model 350.3641 3 116.788 332.319 0.003002 A-NI 18.38593 1 18.3859 52.317 0.018583 A2 21.24668 1 21.2467 60.4573 0.016141 A3 39.95484 1 39.9548 113.691 0.008681 Residual 0.702866 2 0.35143 Cor Total 351.0669 5 From the Table.3, it has been noticed that, the Model F-value of 332.319 implies the model is significant. There is only a 0.30% chance that an F-value this large could occur due to noise. Values of “Prob > F” less than 0.0500 indicate model terms are significant. In this case A, A2 , A3 are significant model terms. Values greater than 0.1000 indicate the model terms are not significant. Analysis of Tensile Strength Table.4 ANOVA for Tensile Strength Source Sum of squares df Mean square F-value p-value Model 47.75638 4 11.9391 83.8997 0.081678 A-NI 23.58546 1 23.5855 165.742 0.049351 A2 10.31843 1 10.3184 72.5107 0.074421 A3 19.24028 1 19.2403 135.207 0.054615 A4 10.20175 1 10.2018 71.6908 0.074841 Residual 0.142302 1 0.1423 Cor Total 47.89868 5 From the Table.4 it shows that the Model F-value of 83.8997 implies there is 8.17% chance that an F-value this large could occur due to noise. Values of "Prob > F" less than 0.0500 indicate model terms are significant. In this case A is a significant model term. Values greater than 0.1000 indicate the model terms are not significant.
  • 6. Mechanical Properties of Nanoiron Particles Reinforced Epoxy/Polyester Nanocomposites http://www.iaeme.com/IJMET/index.asp 180 editor@iaeme.com Analysis of Flexural Strength Table 5 ANOVA for Flexural Strength Source Sum of squares df Mean square F-value p-value Model 21.32017 3 7.10673 49.0187 0.020059 A-NI 12.08639 1 12.0864 83.3661 0.011784 A2 2.160906 1 2.16091 14.9049 0.061016 A3 15.32088 1 15.3209 105.676 0.009331 Residual 0.28996 2 0.14498 Cor Total 21.61013 5 From the Table.5 indicates that the Model F-value of 49.0187 implies the model is significant. There is only a 2.01% chance that an F-value this large could occur due to noise. Values of "Prob > F" less than 0.0500 indicate model terms are significant. In this case A, A3 are significant model terms. Values greater than 0.1000 indicate the model terms are not significant. Analysis of Compression Strength Table.6 ANOVA for Compression Strength Source Sum of squares df Mean square F-value p-value Model 81.83864 4 20.4597 13684.03 0.006411 A-NI 13.46936 1 13.4694 9008.71 0.006707 A2 21.53121 1 21.5312 14400.7 0.005305 A3 12.74912 1 12.7491 8526.99 0.006894 A4 11.87629 1 11.8763 7943.22 0.007143 Residual 0.001495 1 0.0015 Cor Total 81.84013 5 From the above Table.6 it is clearly indicated that the Model F-value of 13684.03 implies the model is significant. There is only a 0.64% chance that an F-value this large could occur due to noise. Values of "Prob > F" less than 0.0500 indicate model terms are significant. In this case A, A2 , A3 , A4 are significant model terms. Values greater than 0.1000 indicate the model terms are not significant. Table 7 Actual and predicted values of hardness Run A: NI in % Hardness (actual values) MPa Hardness (predicted values) MPa % Deviation 1 1 95.5 95.6641 0.1715 2 2 99.53 101.028 1.4827 3 3 107.53 104.254 3.1423 4 4 105.41 105.353 0.0541 5 5 101.88 104.295 2.3155 6 7 96.52 95.7858 0.7665
  • 7. G. Naveen Kumar, Y. V. Mohana Reddy and K. Hemachandra Reddy http://www.iaeme.com/IJMET/index.asp 181 editor@iaeme.com From the above Table.7 it indicates that the actual and predicted hardness values for the nanocomposites with nanoiron as an input parameter. The percentage deviation between actual and predicted values indicates accurate prediction within the limits of ±4%. Table.8 Actual and predicted values of impact strength Run A: NI in % Impact Strength (actual values) MPa Impact Strength (predicted values) MPa % Deviation 1 1 160.71 160.091 0.3866 2 2 173.04 175.315 1.2976 3 3 184.96 182.000 1.6263 4 4 181.45 182.919 0.8030 5 5 180.96 180.845 0.0635 6 7 178.86 178.810 0.0279 It indicates in the table.8 that the actual and predicted impact strength values for the nanocomposite with nanoiron as an input parameter. The percentage deviation between actual and predicted values indicates accurate prediction within the limits of ±2%. Table.9 Actual and predicted values of tensile strength Run A: NI in % Tensile Strength (actual values) MPa Tensile Strength (predicted values) MPa % Deviation 1 1 42.65 42.6783 0.0663 2 2 46.20 46.0643 0.2945 3 3 50.09 50.3444 0.5053 4 4 50.00 49.7739 0.4542 5 5 44.09 44.1743 0.1908 6 7 45.02 45.0143 0.0126 It indicates from the table.9 that the actual and predicted tensile strength values for the nanocomposite with nanoiron as an input parameter. The percentage deviation between actual and predicted values indicates accurate prediction within the limits of ±1%. Table.10 Actual and predicted values of flexural strength Run A: NI in % Flexural Strength (actual values) MPa Flexural Strength (predicted values) MPa % Deviation 1 1 20.11 20.086 0.1150 2 2 24.80 24.945 0.5840 3 3 26.05 25.711 1.3169 4 4 23.85 24.209 1.4829 5 5 22.42 22.263 0.7024 6 7 24.33 24.343 0.0546
  • 8. Mechanical Properties of Nanoiron Particles Reinforced Epoxy/Polyester Nanocomposites http://www.iaeme.com/IJMET/index.asp 182 editor@iaeme.com It indicates from the table.10 that the actual and predicted flexural strength values for the nanocomposites with nanoiron as an input parameter. The percentage deviation between actual and predicted values indicates accurate prediction within the limits of ±2%. Table.11 Actual and predicted values of compressive strength Run A: NI in % Compression Strength (actual values) MPa Compression Strength (predicted values) MPa % Deviation 1 1 121.63 121.633 0.0024 2 2 124.53 124.516 0.0112 3 3 130.63 130.656 0.0199 4 4 132.45 132.427 0.0173 5 5 128.2 128.209 0.0070 6 7 125.36 125.359 0.0007 It indicates from the table.11 that the actual and predicted compression strength values for the nanocomposite with nanoiron as an input parameter. The percentage deviation between actual and predicted values indicates accurate prediction within the limits of ±1%. 8. CONCLUSIONS In the present work two highly nano disperse Fe2 O3 & f-Fe2 O3 nanoparticles were synthesized through chemical reduction method and then dispersed into the epoxy/polyester polymers. Tensile strength, Flexural strength, compression strength, hardness and impact strength mechanical properties were studied on machine generated values and software (ANOVA) generated values. These values were compared and evaluated to percentage deviation to test the results might be accurate. In the case of these values, ANOVA seemed to reduce p-values but the machine generated values were more as expectations. ACKNOWLEDGEMENT The authors would like to thank the Department of Mechanical Engineering, G Pulla Reddy Engineering College, Kurnool-518007, Andhra Pradesh, India for providing labs and instrumentation.
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