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Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer
composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010
ARTICLE IN PRESSJMRTEC-783; No. of Pages 7
j mater res technol. 2019;xxx(xx):xxx–xxx
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Available online at www.sciencedirect.com
Original Article
Study of the reuse potential of the sisal fibers
powder as a particulate material in polymer
composites
Kátia Moreira de Melob
, Thiago Felix dos Santosa,∗
, Caroliny Minely da Silva Santosa
,
Rubens Tavares da Fonsecaa
, Nestor Dantas de Lucenac
, José Ivan de Medeirosb
,
Marcos Silva de Aquinoa
a DET - Department of Textile Engineering, Labtex - Textile Engineering Laboratory, UFRN- Federal University of Rio Grande do Norte,
Natal, Rio Grande do Norte, Brazil
b Textile Engineering Post Graduate Program (PPGET), Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil
c Federal Institute of Rio Grande of Norte, IFRN, Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil
a r t i c l e i n f o
Article history:
Received 18 December 2018
Accepted 8 July 2019
Available online xxx
Keywords:
Sisal fiber
Waste reuse
Mechanical properties
Design of experiments
ANOVA
a b s t r a c t
The present work studied the reuse of sisal fiber powder, contaminated by industrial oil,
resulting from the activities of a Brazilian textile industry. With the objective of reusing
the contaminated sisal fiber powder residue, harmful to the environment, this work eval-
uate the potential of the use this sisal powder as reinforcement in composites. Natural
fibre reinforced polymer composites became more attractive structural materials due to
their high specific strength, lightweight and biodegradability properties. The mechanical
behaviour of polyester resin based natural polymeric composites, made by using experi-
mental planning (granulometry of sisal powder, fiber content and with or without styrene).
Thus, combination of analysis of variance (ANOVA), response surface methodology (RSM)
and experimental methods allowed evaluated, analyzed and validated the mechanical prop-
erties. The results obted showed that the waste from the sisal industry exhibits potential
application in reinforcing composite materials Thus, different values of mechanical prop-
erties can be obtained by different interactions of the entry variables. Thus, the condition
that exhibited high results of mechanical behavior independent of the addition of styrene
were the particle size and fiber content 1680 ␮m and 2.5%, respectively. Therefore, the best
results were stress (0.59 MPa), strain (5.68%), tenacity (2.01 E-05 MJ/m3
) and energy at break
(14 J) for the composite reinforced with sisal powder.
© 2019 The Authors. Published by Elsevier B.V. This is an open access article under the
CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
∗
Corresponding author.
E-mail: thiagotextilufrn@hotmail.com (T.F. Santos).
https://doi.org/10.1016/j.jmrt.2019.07.010
2238-7854/© 2019 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://
creativecommons.org/licenses/by-nc-nd/4.0/).
Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer
composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010
ARTICLE IN PRESSJMRTEC-783; No. of Pages 7
2 j mater res technol. 2019;xxx(xx):xxx–xxx
1. Introduction
The sisal (Agave Sisalana Perrine) is a plant originated from
Mexico. Currently Brazil is the largest producer of sisal in the
world. In recent years, sisal has been used as a reinforce-
ment alternative in composites. The main products derived
from this fiber are biodegradable yarns used in handicrafts,
ropes of various utilities, production of upholstery, pulp for
cellulose industry, production of tequilas, decorative carpets,
medicines, biofertilizers, animal feed, organic fertilizer and
bagging. In addition to these strong utilities, sisal has shown
important features for other somewhat recent applications in
asbestos-based civil construction and in asphalt blankets, in
the base of carpeting, and in the automobile industry in panels
and seats [1–4].
Because it is a biodegradable fiber, sisal has been attract-
ing the attention of many researchers because of increased
interest in environmentally sound materials. The sisal fiber
has been used and studied as reinforcement in thermoplastic,
thermoplastic and elastomers [2,5,6]. For this reason, recently,
new technologies of applicability have appeared in several
sectors for the use of these solid residues, among them the
polymeric composites [6–8].
When we talk about polymer composites, we soon think
of synthetic materials to be used as reinforcement. The most
commonly used are carbon and glass fibers. However the use
of natural fibers as a substitute is receiving great attention
due to its cost and comparable properties in high volume
applications. Natural fibers are generally lignocellulosic, con-
sisting of fibrous wrap cellulose microfibrils in an amorphous
matrix of lignin and hemicellulose. A high content of cellu-
lose and low angle microfibrils are required properties in a
fiber to be applied as a reinforcement in polymeric composites
[9]. The interest of lignocellulosic materials in the application
as reinforcement in polymeric composites has been growing
rapidly. As advantages to its use it is worth mentioning the
low cost, low density, good flexibility during processing, the
ease of being modified by chemical agents, availability, non-
abrasiveness, biodegradability, etc. [10].
Some researchers verified that there is a great amount of
residues generated during the process of cultivation, extrac-
tion, processing and industrialization of sisal fibers [11].
Northeast Brazil has been showing a strong decline in sisal
activities, both in the reduction of planted area and in produc-
tion. One of the main factors for this decline is the low fiber
utilization, because of all the sisal defibration process, only 4%
of the leaf is destined for fiber, 16% is solid waste and 80% is
liquid waste. What does not compensate the high cost of pro-
duction with the low value paid by the fiber [12]. Therefore,
the possibility of an economical and sustainable application
for solid waste has been studied. Normally some producers
leave this waste heaped in sisal fields, or they are destined
to the sustenance of animals, which can cause problems of
bloating. However, presently, new applicability technologies
for these wastes have appeared in several sectors, such as in
the manufacture of plastic composites [13–16].
Therefore, the present work investigates the mechanical
behavior of polyester matrix composites reinforced with sisal
poder. In addition, to understand the effects of the interac-
Table 1 – Variables and experimentals conditions.
Name Units Type Low High
A - Fiber content % Numeric 2,5 5
B - Styrene Categoric NS WS
C - Particle size ␮m Numeric 841 1680
tions produced by the composite manufacturing variables and
conditions the mechanical properties of the polymer matrix
composites (polyester) were analyzed via statistical factorial
design.
2. Experimental methods
The experimental design was entirely performed using sur-
face response method (RSM), based on a three-particle Sisal
powder residue substrate as shown in Fig. 1 (841 ␮m, 1190 ␮m
and 1680 ␮m), these were obtained by the process of particle
separation through the granulometric strainer.
During the production of polymer composites were used
as study variables, powder fiber content, particle size and
a condition of use or not of styrene as shown in Table 1.
The composites materials that received addition of styrene,
the nomeclature used is the abbreviation (WS) and for the
composites that did not receive addition of styrene the abbre-
viation used is (NS) as shown in Table 1.
The design power is very important to analyze therefore,
this has the purpose of specifying the power of the response.
In this way, establishing a relationship between useful infor-
mation (response) and unwanted data (noises in the data).
Therefore, higher power of response percentages (approxi-
mately 80% or greater) signify that the effects to be detected
will have a better specification. In Table 2 is exposed the power
of the design of this work.
Factorial Planning (23) of variables with 5 central points and
2 replicates The statistical software Design Expert 11 was used
to manipulate the data using the design of experiment (DoE),
analysis of variance (ANOVA) and response surface method-
ology (RSM). Samples with dimensions of 250 mm in length,
25 mm in width and 3 mm in thickness were made in gypsum
molds with a layer of carnauba wax to facilitate the demould-
ing of the samples. Tension tests were performed using the
Tensolab 3000 dynamometer from MESDAN, according to the
standard ASTM D3039 [17]. The samples were tested at a rate
of 10 mm/min and distance between claws of 125 mm. Then,
the results were treated and inserted into the Software Design
Expert 11, following each variable presented in Table 1.
3. Results and discussions
The stress of the samples of polymeric composites reinforced
with sisal fiber powder with and without styrene were shown
on the Fig. 2. In the curves presented in Fig. 2(a) and (b), it was
observed that the addition of styrene (WS) promotes modifi-
cation of mechanical behavior, evidencing that styrene exerts
influence on stress properties of polymeric composites com-
pared to those without styrene (NS). Can also be observed,
that in the polymer composites with styrene (WS) the relation
Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer
composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010
ARTICLE IN PRESSJMRTEC-783; No. of Pages 7
j mater res technol. 2019;xxx(xx):xxx–xxx 3
Fig. 1 – Particles size of crushed waste (a) 841 ␮m, (b) 1260 ␮m and (c) 1680 ␮m.
Table 2 – Design of the power of response.
Name Units Delta (Signal) Sigma (Noise) Signal/Noise Power for A Power for B Power for C
Stress Mpa 2 1 2 96,9
%
99,8
%
96,9
%Strain % 2 1 2
Tenacity MJ/m3
2 1 2
Energy break J 2 1 2
between particle size and fiber content is inversely propor-
tional. Thus, the variables with significantly higher stress
properties were, respectively, particle size and fiber content
1680 ␮m and 2.5% (0,59 MPa) and 841 ␮m and 5% (0,53 MPa). In
the samples of without styrene (NS) composites it was possi-
ble to observe that only for the condition 2,5% of fiber content
Fig. 2 – Result of Stress (a) wih styrene WS and (b) NS of the samples without styrene.
Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer
composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010
ARTICLE IN PRESSJMRTEC-783; No. of Pages 7
4 j mater res technol. 2019;xxx(xx):xxx–xxx
Fig. 3 – Result of Strain (a) wih styrene WS and (b) NS of the samples without styrene.of the samples without styrene.
and 1860 ␮m of the particle size (0,65 MPa) high stress values,
however this result is the highest stress value obtained [18,19].
Finally, among the studied variables, it can be concluded that
in the stress property the particle size has a greater influence
than the styrene condition (with or without), but, the fiber con-
tent has greater influence when compared to all the variables
of study. Because the stress increased significantly with the
decrease in particle size, as well as, the particle size decreases
it is necessary to increase the fiber content [20,21].
In the Fig. 3 show strain of the samples of polymeric com-
posites with and without styrene. In the curves presented in
Fig. 3, it was observed that the addition of styrene (WS) pro-
moted change and improvement of mechanical behavior of
the strain, justifying that styrene influences on strain prop-
erties of polymeric composites compared to those without
styrene (NS). It was possible to observe, that in the polymer
composites with styrene (WS) the relation between particle
size and fiber content is inversely proportional and still in
WS samples was obtained two similar strain peaks (5,68%).
Thus, the variables and conditions with significantly higher
strain properties were, respectively, particle size and fiber con-
tent 1680 ␮m and 2.5% (5,68 %) and 841 ␮m and 5% (5,68 %)
[19,22,23]. In the samples of without styrene (NS) composites
it was possible to observe that only for the condition 2,5% of
fiber content and 841 ␮m of the particle size (5,68 %) high strain
values. Finally, among the studied variables, the strain prop-
erty the fiber content has a greater influence than the styrene
condition (with or without), but, the particle size has greater
influence when compared to all the variables of study. Because
the stress increased significantly with the decrease in particle
size, as well as, the particle size decreases it is necessary to
increase the fiber content and the result 5,68 % is the highest
strain value obtainedindependent of the addition of styrene
[24,25].
The Fig. 4 shows the tenacity of samples of polymeric
composites reinforced with sisal fiber powder with and with-
out styrene. Were observed that the addition of styrene (WS)
promoted improvement of tenacity mechanical property, evi-
dencing that styrene influences on tenacity properties of
polymeric composites compared to those without styrene
(NS). It is observed that the fiber content factor exerts less
influence, because the increase in fiber volume in the com-
posite reduces tenacity, while the particle size factor causes
a significant increase of this mechanical property behavior
[19,26]. Thus, the variables and conditions with styrene were
significantly higher tenacity, respectively, particle size and
fiber content 1680 ␮m and 2.5% (2,01 E−05 MJ/m3) and for
the composites without styrene 841 –1680 ␮m and 2,5% (1,73
E−05MJ/m3) and the result 2,01 E−05 MJ/m3 is the highest tenac-
ity value obtained [27,28].
The mechanical behavior of the energy at rupture was
diversified between samples of composites with and with-
out styrene as shown in Fig. 5. In the samples with styrene
(WS), the increase of the powder content causes increase of
energy at break, but, significantly lower, when compared to
the particle size [29,30]. And the composites produced with
larger particle size (1680 ␮m) and lower fiber powder content
(2.5%) promote a significant increase in energy at break (14 J)
[31,32]. The mechanical behavior of the composites without
styrene (NS) is very similar and presents a result of 12 J for the
same conditions of production (1680 ␮m and 2.5%), however,
in the WS composites showed an inflection (minimum point)
and a model of exponential mechanical behavior while NS has
a linear model as shown in the Fig. 5.
It is a methodology based on statistics and another dis-
cipline to arrive at an efficient and effective planning of
experiments with a view to obtain a valid conclusion from
the analysis of experimental data. The design of experiments
determines the pattern of observations to be made with a
minimum of experimental efforts. More specifically, the use
of orthogonal matrices (OA) for DOE provides an efficient and
effective method to determine the most significant factors and
interactions in a given design problem [33,34]. The value-␳ is
greater than or equal to 0,05 (␳ ≥ 0,05). The value of “F” cor-
responds to how much the means of the groups of analyzed
samples are different. How much extreme the ¨F¨, the more sig-
Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer
composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010
ARTICLE IN PRESSJMRTEC-783; No. of Pages 7
j mater res technol. 2019;xxx(xx):xxx–xxx 5
Fig. 4 – Result of Tenacity (a) wih styrene WS and (b) NS of the samples without styrene of the samples without styrene.
Fig. 5 – Result of energy at break (a) wih styrene WS and (b) NS of the samples without styrene of the samples without
styrene.
Table 3 – ANOVA of results of stress, strain, MOE and tenacity of the sample studied.
Stress Strain Tenacity (MJ/m3
) Energy break (J)
Value of F Value - p
(Prob > F)
Value of F Value - p
(Prob > F)
Value of F Value - p
(Prob > F)
Value of F Value - p
(Prob > F)
Model 247,30 <0.0001 307.26 <0.0001 163,10 <0.0001 12584,08 <0.0001
A-Fiber content 112,81 <0.0001 68.45 <0.0001 233,59 <0.0001 5281,98 <0.0001
B-Styrene 15,31 0.0012 48.05 <0.0001 8,84 0.0090 39,47 <0.0001
C-Particle size 382,81 <0.0001 0.45 0.5119 117,35 <0.0001 13575,1 < 0.0001
AB 0,31 0.5839 186.05 <0.0001 8,19 0.0113 382,7 <0.0001
AC 300,31 <0.0001 14.45 0.0016 51,04 <0.0001 18671,7 <0.0001
BC 300,31 <0.0001 36.45 <0.0001 2,11 0.1657 2760.9 <0.0001
ABC 52,81 <0.0001 1022.45 <0.0001 285,76 <0.0001 21671 <0.0001
Standard deviation 0,01 0,04 4,47 E-07 0,0350
Mean 0,52 4,36 1,28 E-05 9,04
C.V. % 1,71 1,03 3,50 0,39
R2
0,99 0,99 0,99 0,99
R2
adjusted 0,99 0,99 0,98 0,99
Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer
composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010
ARTICLE IN PRESSJMRTEC-783; No. of Pages 7
6 j mater res technol. 2019;xxx(xx):xxx–xxx
nificant the value-␳ for the factors and interactions. In this
study stress, strain, tenacity and energy break the values of
¨F ¨were significant for practically all factors and interactions as
shown in Table 3. The factors studied as well as their inter-
actions can significantly improve the stress, strain, tenacity
properties, as well as the energy break of sisal fiber powder
reinforced composites [35,36]. The R2 is a statistical tool that
varies from 0 to 1 and indicates, in percentage, how much
the model can explain the input values of the stress, strain,
tenacity and energy break. It can be observed the value of R2 is
0.99 for the variables as studied variables that show the high
quality between the developed model and the experimental
results. In addition, it allows to state that the experiments
results validate the developed model [37–39].
4. Conclusions
The present study investigated the mechanical behavior of
polyester matrix composites reinforced with sisal power. For
this, a series of static experimental tests were carried out in
order to evaluate the successful manufacture of composites,
through the tools ANOVA and RSM used to analyze and vali-
date the models developed. Thus, it was concluded from these
data that:
√
The results obtained for the stress, strain, tenacity and
energy at break response variables for the composites are
able to validate that the residue of the sisal fiber powder
presented significant potentials for use as reinforcement.
√
The variables content of fiber (%) and particle size (␮m)
independent of the use of styrene are predominant fac-
tors that significantly influence the mechanical behavior
of the composite (stress, strain, tenacity and energy at
break). Otherwise, the use of styrene was shown to improve
mechanical behavior except stress and was the variable
that showed the least influence among the three entry
parameters.
√
The best results obtained from the studied properties
(stress, strain, tenacity and energy at break) independent of
the styrene variable were obtained in the conditions of par-
ticle size and fiber content 1680 ␮m and 2.5% respectively.
√
The fiber content (%) is the variable that has the greatest
influence on the mechanical behavior of the composites.
√
The lower the fiber content, the higher the stress, strain,
tenacity and energy at break of composites reinforced with
sisal powder.
√
Waste from the sisal industry has great potential for appli-
cation in composite materials for application on pallets,
development of tiles, partitions, revetment and etc.
√
Response surface methodology (RSM) describes and pro-
vides better understanding of the data and analysis of
variance (ANOVA) strongly shows the behavior of the
mechanical properties with an appropriate precision of
99%.
Conflicts of interest
The authors declare no conflicts of interest.
Acknowledgments
This research was supported by Sisaltec Indústria de Sisal and
for Federal University of Rio Grande do Norte. We thank our
colleagues from Textile Quality Control Laboratory of the Fed-
eral University of Rio Grande do Norte for the availability of
the laboratory.
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Study of reuse potential of sisal fiber powder in composites

  • 1. Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010 ARTICLE IN PRESSJMRTEC-783; No. of Pages 7 j mater res technol. 2019;xxx(xx):xxx–xxx www.jmrt.com.br Available online at www.sciencedirect.com Original Article Study of the reuse potential of the sisal fibers powder as a particulate material in polymer composites Kátia Moreira de Melob , Thiago Felix dos Santosa,∗ , Caroliny Minely da Silva Santosa , Rubens Tavares da Fonsecaa , Nestor Dantas de Lucenac , José Ivan de Medeirosb , Marcos Silva de Aquinoa a DET - Department of Textile Engineering, Labtex - Textile Engineering Laboratory, UFRN- Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil b Textile Engineering Post Graduate Program (PPGET), Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil c Federal Institute of Rio Grande of Norte, IFRN, Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil a r t i c l e i n f o Article history: Received 18 December 2018 Accepted 8 July 2019 Available online xxx Keywords: Sisal fiber Waste reuse Mechanical properties Design of experiments ANOVA a b s t r a c t The present work studied the reuse of sisal fiber powder, contaminated by industrial oil, resulting from the activities of a Brazilian textile industry. With the objective of reusing the contaminated sisal fiber powder residue, harmful to the environment, this work eval- uate the potential of the use this sisal powder as reinforcement in composites. Natural fibre reinforced polymer composites became more attractive structural materials due to their high specific strength, lightweight and biodegradability properties. The mechanical behaviour of polyester resin based natural polymeric composites, made by using experi- mental planning (granulometry of sisal powder, fiber content and with or without styrene). Thus, combination of analysis of variance (ANOVA), response surface methodology (RSM) and experimental methods allowed evaluated, analyzed and validated the mechanical prop- erties. The results obted showed that the waste from the sisal industry exhibits potential application in reinforcing composite materials Thus, different values of mechanical prop- erties can be obtained by different interactions of the entry variables. Thus, the condition that exhibited high results of mechanical behavior independent of the addition of styrene were the particle size and fiber content 1680 ␮m and 2.5%, respectively. Therefore, the best results were stress (0.59 MPa), strain (5.68%), tenacity (2.01 E-05 MJ/m3 ) and energy at break (14 J) for the composite reinforced with sisal powder. © 2019 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). ∗ Corresponding author. E-mail: thiagotextilufrn@hotmail.com (T.F. Santos). https://doi.org/10.1016/j.jmrt.2019.07.010 2238-7854/© 2019 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http:// creativecommons.org/licenses/by-nc-nd/4.0/).
  • 2. Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010 ARTICLE IN PRESSJMRTEC-783; No. of Pages 7 2 j mater res technol. 2019;xxx(xx):xxx–xxx 1. Introduction The sisal (Agave Sisalana Perrine) is a plant originated from Mexico. Currently Brazil is the largest producer of sisal in the world. In recent years, sisal has been used as a reinforce- ment alternative in composites. The main products derived from this fiber are biodegradable yarns used in handicrafts, ropes of various utilities, production of upholstery, pulp for cellulose industry, production of tequilas, decorative carpets, medicines, biofertilizers, animal feed, organic fertilizer and bagging. In addition to these strong utilities, sisal has shown important features for other somewhat recent applications in asbestos-based civil construction and in asphalt blankets, in the base of carpeting, and in the automobile industry in panels and seats [1–4]. Because it is a biodegradable fiber, sisal has been attract- ing the attention of many researchers because of increased interest in environmentally sound materials. The sisal fiber has been used and studied as reinforcement in thermoplastic, thermoplastic and elastomers [2,5,6]. For this reason, recently, new technologies of applicability have appeared in several sectors for the use of these solid residues, among them the polymeric composites [6–8]. When we talk about polymer composites, we soon think of synthetic materials to be used as reinforcement. The most commonly used are carbon and glass fibers. However the use of natural fibers as a substitute is receiving great attention due to its cost and comparable properties in high volume applications. Natural fibers are generally lignocellulosic, con- sisting of fibrous wrap cellulose microfibrils in an amorphous matrix of lignin and hemicellulose. A high content of cellu- lose and low angle microfibrils are required properties in a fiber to be applied as a reinforcement in polymeric composites [9]. The interest of lignocellulosic materials in the application as reinforcement in polymeric composites has been growing rapidly. As advantages to its use it is worth mentioning the low cost, low density, good flexibility during processing, the ease of being modified by chemical agents, availability, non- abrasiveness, biodegradability, etc. [10]. Some researchers verified that there is a great amount of residues generated during the process of cultivation, extrac- tion, processing and industrialization of sisal fibers [11]. Northeast Brazil has been showing a strong decline in sisal activities, both in the reduction of planted area and in produc- tion. One of the main factors for this decline is the low fiber utilization, because of all the sisal defibration process, only 4% of the leaf is destined for fiber, 16% is solid waste and 80% is liquid waste. What does not compensate the high cost of pro- duction with the low value paid by the fiber [12]. Therefore, the possibility of an economical and sustainable application for solid waste has been studied. Normally some producers leave this waste heaped in sisal fields, or they are destined to the sustenance of animals, which can cause problems of bloating. However, presently, new applicability technologies for these wastes have appeared in several sectors, such as in the manufacture of plastic composites [13–16]. Therefore, the present work investigates the mechanical behavior of polyester matrix composites reinforced with sisal poder. In addition, to understand the effects of the interac- Table 1 – Variables and experimentals conditions. Name Units Type Low High A - Fiber content % Numeric 2,5 5 B - Styrene Categoric NS WS C - Particle size ␮m Numeric 841 1680 tions produced by the composite manufacturing variables and conditions the mechanical properties of the polymer matrix composites (polyester) were analyzed via statistical factorial design. 2. Experimental methods The experimental design was entirely performed using sur- face response method (RSM), based on a three-particle Sisal powder residue substrate as shown in Fig. 1 (841 ␮m, 1190 ␮m and 1680 ␮m), these were obtained by the process of particle separation through the granulometric strainer. During the production of polymer composites were used as study variables, powder fiber content, particle size and a condition of use or not of styrene as shown in Table 1. The composites materials that received addition of styrene, the nomeclature used is the abbreviation (WS) and for the composites that did not receive addition of styrene the abbre- viation used is (NS) as shown in Table 1. The design power is very important to analyze therefore, this has the purpose of specifying the power of the response. In this way, establishing a relationship between useful infor- mation (response) and unwanted data (noises in the data). Therefore, higher power of response percentages (approxi- mately 80% or greater) signify that the effects to be detected will have a better specification. In Table 2 is exposed the power of the design of this work. Factorial Planning (23) of variables with 5 central points and 2 replicates The statistical software Design Expert 11 was used to manipulate the data using the design of experiment (DoE), analysis of variance (ANOVA) and response surface method- ology (RSM). Samples with dimensions of 250 mm in length, 25 mm in width and 3 mm in thickness were made in gypsum molds with a layer of carnauba wax to facilitate the demould- ing of the samples. Tension tests were performed using the Tensolab 3000 dynamometer from MESDAN, according to the standard ASTM D3039 [17]. The samples were tested at a rate of 10 mm/min and distance between claws of 125 mm. Then, the results were treated and inserted into the Software Design Expert 11, following each variable presented in Table 1. 3. Results and discussions The stress of the samples of polymeric composites reinforced with sisal fiber powder with and without styrene were shown on the Fig. 2. In the curves presented in Fig. 2(a) and (b), it was observed that the addition of styrene (WS) promotes modifi- cation of mechanical behavior, evidencing that styrene exerts influence on stress properties of polymeric composites com- pared to those without styrene (NS). Can also be observed, that in the polymer composites with styrene (WS) the relation
  • 3. Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010 ARTICLE IN PRESSJMRTEC-783; No. of Pages 7 j mater res technol. 2019;xxx(xx):xxx–xxx 3 Fig. 1 – Particles size of crushed waste (a) 841 ␮m, (b) 1260 ␮m and (c) 1680 ␮m. Table 2 – Design of the power of response. Name Units Delta (Signal) Sigma (Noise) Signal/Noise Power for A Power for B Power for C Stress Mpa 2 1 2 96,9 % 99,8 % 96,9 %Strain % 2 1 2 Tenacity MJ/m3 2 1 2 Energy break J 2 1 2 between particle size and fiber content is inversely propor- tional. Thus, the variables with significantly higher stress properties were, respectively, particle size and fiber content 1680 ␮m and 2.5% (0,59 MPa) and 841 ␮m and 5% (0,53 MPa). In the samples of without styrene (NS) composites it was possi- ble to observe that only for the condition 2,5% of fiber content Fig. 2 – Result of Stress (a) wih styrene WS and (b) NS of the samples without styrene.
  • 4. Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010 ARTICLE IN PRESSJMRTEC-783; No. of Pages 7 4 j mater res technol. 2019;xxx(xx):xxx–xxx Fig. 3 – Result of Strain (a) wih styrene WS and (b) NS of the samples without styrene.of the samples without styrene. and 1860 ␮m of the particle size (0,65 MPa) high stress values, however this result is the highest stress value obtained [18,19]. Finally, among the studied variables, it can be concluded that in the stress property the particle size has a greater influence than the styrene condition (with or without), but, the fiber con- tent has greater influence when compared to all the variables of study. Because the stress increased significantly with the decrease in particle size, as well as, the particle size decreases it is necessary to increase the fiber content [20,21]. In the Fig. 3 show strain of the samples of polymeric com- posites with and without styrene. In the curves presented in Fig. 3, it was observed that the addition of styrene (WS) pro- moted change and improvement of mechanical behavior of the strain, justifying that styrene influences on strain prop- erties of polymeric composites compared to those without styrene (NS). It was possible to observe, that in the polymer composites with styrene (WS) the relation between particle size and fiber content is inversely proportional and still in WS samples was obtained two similar strain peaks (5,68%). Thus, the variables and conditions with significantly higher strain properties were, respectively, particle size and fiber con- tent 1680 ␮m and 2.5% (5,68 %) and 841 ␮m and 5% (5,68 %) [19,22,23]. In the samples of without styrene (NS) composites it was possible to observe that only for the condition 2,5% of fiber content and 841 ␮m of the particle size (5,68 %) high strain values. Finally, among the studied variables, the strain prop- erty the fiber content has a greater influence than the styrene condition (with or without), but, the particle size has greater influence when compared to all the variables of study. Because the stress increased significantly with the decrease in particle size, as well as, the particle size decreases it is necessary to increase the fiber content and the result 5,68 % is the highest strain value obtainedindependent of the addition of styrene [24,25]. The Fig. 4 shows the tenacity of samples of polymeric composites reinforced with sisal fiber powder with and with- out styrene. Were observed that the addition of styrene (WS) promoted improvement of tenacity mechanical property, evi- dencing that styrene influences on tenacity properties of polymeric composites compared to those without styrene (NS). It is observed that the fiber content factor exerts less influence, because the increase in fiber volume in the com- posite reduces tenacity, while the particle size factor causes a significant increase of this mechanical property behavior [19,26]. Thus, the variables and conditions with styrene were significantly higher tenacity, respectively, particle size and fiber content 1680 ␮m and 2.5% (2,01 E−05 MJ/m3) and for the composites without styrene 841 –1680 ␮m and 2,5% (1,73 E−05MJ/m3) and the result 2,01 E−05 MJ/m3 is the highest tenac- ity value obtained [27,28]. The mechanical behavior of the energy at rupture was diversified between samples of composites with and with- out styrene as shown in Fig. 5. In the samples with styrene (WS), the increase of the powder content causes increase of energy at break, but, significantly lower, when compared to the particle size [29,30]. And the composites produced with larger particle size (1680 ␮m) and lower fiber powder content (2.5%) promote a significant increase in energy at break (14 J) [31,32]. The mechanical behavior of the composites without styrene (NS) is very similar and presents a result of 12 J for the same conditions of production (1680 ␮m and 2.5%), however, in the WS composites showed an inflection (minimum point) and a model of exponential mechanical behavior while NS has a linear model as shown in the Fig. 5. It is a methodology based on statistics and another dis- cipline to arrive at an efficient and effective planning of experiments with a view to obtain a valid conclusion from the analysis of experimental data. The design of experiments determines the pattern of observations to be made with a minimum of experimental efforts. More specifically, the use of orthogonal matrices (OA) for DOE provides an efficient and effective method to determine the most significant factors and interactions in a given design problem [33,34]. The value-␳ is greater than or equal to 0,05 (␳ ≥ 0,05). The value of “F” cor- responds to how much the means of the groups of analyzed samples are different. How much extreme the ¨F¨, the more sig-
  • 5. Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010 ARTICLE IN PRESSJMRTEC-783; No. of Pages 7 j mater res technol. 2019;xxx(xx):xxx–xxx 5 Fig. 4 – Result of Tenacity (a) wih styrene WS and (b) NS of the samples without styrene of the samples without styrene. Fig. 5 – Result of energy at break (a) wih styrene WS and (b) NS of the samples without styrene of the samples without styrene. Table 3 – ANOVA of results of stress, strain, MOE and tenacity of the sample studied. Stress Strain Tenacity (MJ/m3 ) Energy break (J) Value of F Value - p (Prob > F) Value of F Value - p (Prob > F) Value of F Value - p (Prob > F) Value of F Value - p (Prob > F) Model 247,30 <0.0001 307.26 <0.0001 163,10 <0.0001 12584,08 <0.0001 A-Fiber content 112,81 <0.0001 68.45 <0.0001 233,59 <0.0001 5281,98 <0.0001 B-Styrene 15,31 0.0012 48.05 <0.0001 8,84 0.0090 39,47 <0.0001 C-Particle size 382,81 <0.0001 0.45 0.5119 117,35 <0.0001 13575,1 < 0.0001 AB 0,31 0.5839 186.05 <0.0001 8,19 0.0113 382,7 <0.0001 AC 300,31 <0.0001 14.45 0.0016 51,04 <0.0001 18671,7 <0.0001 BC 300,31 <0.0001 36.45 <0.0001 2,11 0.1657 2760.9 <0.0001 ABC 52,81 <0.0001 1022.45 <0.0001 285,76 <0.0001 21671 <0.0001 Standard deviation 0,01 0,04 4,47 E-07 0,0350 Mean 0,52 4,36 1,28 E-05 9,04 C.V. % 1,71 1,03 3,50 0,39 R2 0,99 0,99 0,99 0,99 R2 adjusted 0,99 0,99 0,98 0,99
  • 6. Please cite this article in press as: Melo KM, et al. Study of the reuse potential of the sisal fibers powder as a particulate material in polymer composites. J Mater Res Technol. 2019. https://doi.org/10.1016/j.jmrt.2019.07.010 ARTICLE IN PRESSJMRTEC-783; No. of Pages 7 6 j mater res technol. 2019;xxx(xx):xxx–xxx nificant the value-␳ for the factors and interactions. In this study stress, strain, tenacity and energy break the values of ¨F ¨were significant for practically all factors and interactions as shown in Table 3. The factors studied as well as their inter- actions can significantly improve the stress, strain, tenacity properties, as well as the energy break of sisal fiber powder reinforced composites [35,36]. The R2 is a statistical tool that varies from 0 to 1 and indicates, in percentage, how much the model can explain the input values of the stress, strain, tenacity and energy break. It can be observed the value of R2 is 0.99 for the variables as studied variables that show the high quality between the developed model and the experimental results. In addition, it allows to state that the experiments results validate the developed model [37–39]. 4. Conclusions The present study investigated the mechanical behavior of polyester matrix composites reinforced with sisal power. For this, a series of static experimental tests were carried out in order to evaluate the successful manufacture of composites, through the tools ANOVA and RSM used to analyze and vali- date the models developed. Thus, it was concluded from these data that: √ The results obtained for the stress, strain, tenacity and energy at break response variables for the composites are able to validate that the residue of the sisal fiber powder presented significant potentials for use as reinforcement. √ The variables content of fiber (%) and particle size (␮m) independent of the use of styrene are predominant fac- tors that significantly influence the mechanical behavior of the composite (stress, strain, tenacity and energy at break). Otherwise, the use of styrene was shown to improve mechanical behavior except stress and was the variable that showed the least influence among the three entry parameters. √ The best results obtained from the studied properties (stress, strain, tenacity and energy at break) independent of the styrene variable were obtained in the conditions of par- ticle size and fiber content 1680 ␮m and 2.5% respectively. √ The fiber content (%) is the variable that has the greatest influence on the mechanical behavior of the composites. √ The lower the fiber content, the higher the stress, strain, tenacity and energy at break of composites reinforced with sisal powder. √ Waste from the sisal industry has great potential for appli- cation in composite materials for application on pallets, development of tiles, partitions, revetment and etc. √ Response surface methodology (RSM) describes and pro- vides better understanding of the data and analysis of variance (ANOVA) strongly shows the behavior of the mechanical properties with an appropriate precision of 99%. Conflicts of interest The authors declare no conflicts of interest. Acknowledgments This research was supported by Sisaltec Indústria de Sisal and for Federal University of Rio Grande do Norte. We thank our colleagues from Textile Quality Control Laboratory of the Fed- eral University of Rio Grande do Norte for the availability of the laboratory. r e f e r e n c e s [1] Carvalho RF. Compósitos de fibras de sisal para uso em reforc¸o de estruturas de madeira. Universidade de São Paulo; 2005. [2] Ricardo Fernandes Carvalho CCJ. Mechanical properties of composites of sisal fabrics and polyurethane matrix for use in reinforcement wood structures. In: 10◦ Congr. Bras. Polímeros; 2009. p. 1–8. Foz Do Iguac¸u, PR. [3] Joseph K, Tolêdo Filho RD, James B, Thomas S, de Carvalho LH, Joseph K, et al. A review on sisal fiber reinforced polymer composites. Rev Bras Eng Agríc Ambient 1999;3:367–79, http://dx.doi.org/10.1590/1807-1929/agriambi.v3n3p367-379. 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