Abstract
Palm-epoxy hybrid composites were fabricated by incorporating palm leaf stem stalk (PLSS) powder at levels of 0 wt%, 5 wt%, 10 wt%, and 15 wt%. Physical, mechanical, and erosion characteristics of these composites were investigated. Incorporation of filler powder had a positive effect on the hardness and impact strength and a negative effect on the tensile and flexural strength of the composites. The erosion test varied the impact angle (45° to 90°), impact velocity (40 m/s to 80 m/s), and erodent particle size (40 μm to 100 μm). The erosion experiments were statistically designed using Taguchi’s orthogonal arrays. It was found that the erosion rate of palm-epoxy composites decreased with increasing filler powder content, and that the composite filled with 15 wt% PLSS had the highest erosion resistance. The surface morphology of the eroded samples were examined using scanning electron microscopy.
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Physical, Mechanical, and Erosion Characterization of Palm Leaf Stalk Fiber Reinforced Epoxy Composites Filled with Palm Leaf Stem Stalk (PLSS) Powder
Jnanaranjan Kar,a Arun Kumar Rout,b,* and Alekha Kumar Sutar a
Palm-epoxy hybrid composites were fabricated by incorporating palm leaf stem stalk (PLSS) powder at levels of 0 wt%, 5 wt%, 10 wt%, and 15 wt%. Physical, mechanical, and erosion characteristics of these composites were investigated. Incorporation of filler powder had a positive effect on the hardness and impact strength and a negative effect on the tensile and flexural strength of the composites. The erosion test varied the impact angle (45° to 90°), impact velocity (40 m/s to 80 m/s), and erodent particle size (40 μm to 100 μm). The erosion experiments were statistically designed using Taguchi’s orthogonal arrays. It was found that the erosion rate of palm-epoxy composites decreased with increasing filler powder content, and that the composite filled with 15 wt% PLSS had the highest erosion resistance. The surface morphology of the eroded samples were examined using scanning electron microscopy.
Keywords: Palm leaf stem stalk fiber; PLSS powder; Erosion wear; Mechanical properties
Contact information: a: Department of Chemistry, Ravenshaw University, Cuttack, India, 753001; b: Department of Production Engineering, Veer Surendra Sai University of Technology, Burla, India, 768018; *Corresponding author: arun.rout.6314@gmail.com
INTRODUCTION
Over recent decades, plant-based fibers are slowly replacing conventional synthetic fibers in polymer matrices due to their low cost, biodegradability, low density, and high aspect ratio for effective stress transfer (Fung et al. 2003; Paul et al. 2003; Ku et al. 2011). It has been proposed that composites made with reinforcing natural fibers can be modified to produce lightweight, low cost, and nonhazardous materials. Plant-based fibers such as jute, bamboo, sisal, oil palm, flax straw, and banana have been successfully implemented as reinforcing fibers in polymer composites. In spite of several advantages, natural fiber has some limitations, including high moisture absorption (hydrophilic), high resin consumption, and high shrinkage, which lead to surface cracking and de-bonding between the matrix and the reinforcing fibers (Dhakal et al. 2007; John et al. 2008). The above limitations may be reduced by utilizing various chemical pre-treatments of the natural fibers before use.
Many researchers have reported that chemically-treated fiber-reinforced composites have shown improved mechanical and thermal properties, in addition to lower moisture absorption, than the composites made with the untreated fibers. Alkali has been used as a pretreatment in many plant-based fibers used in composites (Balaji and Nagarajan 2017; Manimaran et al. 2018). A 5% alkali treatment of borassus fruit fibers resulted in higher tensile strength compared to the control without treatment (Boopathi et al. 2012). Alkali treatment removes the noncellulosic constituents from the natural fibers (Obi Reddy et al. 2013; Rout et al. 2016). Similarly, a polyvinyl chloride (PVC) composite made with sorghum straw fiber as a reinforcing agent exhibits high tensile and erosion resistance behavior when the straw fibers are treated with 4.5% NaOH (Jiang et al. 2018).
Fiore et al. (2015) reported that alkali-treated kenaf fibers incorporated in an epoxy composite have a negative impact on the fibers’ strength when they are treated with 6% NaOH for 48 h. Swain and Biswas (2017) compared the influence of NaOH and benzoyl chloride treatments on jute fibers used in epoxy composites. The authors confirm that chemically-treated fibers result in improved mechanical properties of the composites compared to untreated fibers. However, composites made with fibers treated by benzoyl chloride had higher resistance to water absorption.
Joseph et al. (1996) investigated the effects of different chemical pretreatments of short sisal fiber on the tensile properties of polyethylene composites made from these fibers. The investigators found that the composite’s tensile strength was improved with the surface modifications of the fibers via chemical treatment. Sisal fibers treated with peroxide had better interfacial adhesion to the polyethylene matrix. Similarly, Liu et al. (2014) modified the surfaces of abaca fibers with alkali and silane. They reported that chemically treated abaca-epoxy composites had shown better tensile properties than the untreated ones.
Composites repetitively used in the hostile environment of a workplace or process as structural and engineering components undergo solid particle erosion wear. Solid particle erosion is the elimination of material from the upper surface that arises due to the frequent impact of small solid particulates and it causes surface degradation, surface roughening that reduces the functional life of the composite (Tewari et al. 2002). Examples of such erosion cases can be found with aircraft engine blades, pipelines carrying sand slurries, and helicopter rotor blades. Hence, it became an important issue to minimize the erosion rate of the composite material before it is used in any engineering application. Several investigations have studied the effect of different parameters on erosion resistance of composites filled with reinforcing fiber.
Rout and Satapathy (2012) examined the mechanical and erosion resistance of rice husk reinforced glass-epoxy composites. The authors employed an experimental approach using Taguchi orthogonal arrays. They concluded that the erosive resistance of glass-epoxy composites increased with the inclusion of rice husk filler particles and that composites containing 15 wt% rice husk exhibited maximum erosion resistance.
Zhang et al. (2016) investigated the tribological mechanisms of silica nanoparticle filled epoxy composites reinforced with carbon nanotubes (CNTs), short carbon fibers, and short glass fibers. The authors reported that silica addition reduced the wear rate of CNT-reinforced epoxy composites. Mohan et al. (2013) investigated the erosive wear of tungsten carbide (WC) filled glass-epoxy composites at impingement angles of 30° to 90° and impact velocities of 40 m/s to 80 m/s. The authors observed that composites filled with WC exhibited a lower erosion rate when compared to composites made without WC filler. In another study, Panda et al. (2014) investigated the erosion wear of a glass-epoxy-aluminum nitride (AIN) hybrid composite. The specific wear of the composite specimen was examined by varying different parameters. The authors observed that filler addition has a positive effect on the hardness and erosion resistance, and a negative impact on the tensile strength of the glass epoxy composite.
Moreover, many investigators have also reported the effect of natural fibers on the erosive characterization of various polymer composites. An erosive study of Luffa cylindrica-epoxy composite was conducted by Mohanta and Acharya (2015) in which the erosion rate was evaluated under various testing conditions. The authors observed that the erosion rate increased with increasing velocity of the impinging particles. Similarly, Biswas and Satapathy (2009) compared the erosion characteristics of bamboo-epoxy and glass-epoxy composites filled with red mud; the experimental design that examined different test conditions was based on Taguchi orthogonal arrays. The investigators found bamboo-epoxy composites filled with red mud exhibited better wear resistance than glass-epoxy composites under similar testing conditions.
Das and Biswas (2017) examined the erosive wear of coir-epoxy composites filled with alumina. The investigators reported that the composites filled with alumina particles had better erosion resistance behavior than the composites without filler. The erosion resistence of bamboo-epoxy composites filled with copper slag particles has been investigated (Biswas 2014). The significant factors that affected composite erosion efficiency were analyzed by an ANOVA. It was reported that the factors, such as impingement angle, impact velocity, and fiber loading percentage, had a greater influence on the erosion rate.
Similarly, Jena et al. (2016) studied the solid particle erosion behavior of bamboo-epoxy composites filled with cenosphere. The erosion experiments were conducted at different impact velocities and impingement angles. The authors reported that the composites filled with cenosphere had better erosion resistance than the composites without cenosphere filler. Sarkar et al. (2017) investigated the mechanical, thermal, and erosion properties of a polypropylene (PP) composite made with acrylic modified coconut fibers. The authors reported that chemically modified fibers improved the mechanical, thermal, and wear resistance properties of the polypropylene composites compared to the control composites made with unmodified fibers. Mohanty (2017) investigated the solid particle erosion performance of date palm leaf (DPL)-polyvinyl pyrrolidone (PVP) composites. The experiments were performed with various impingement angles (15° to 90°) and impact velocities (48 to 109 m/s). The author observed that polyvinyl pyrrolidone composites had a higher erosion rate at 30° impingement angles, whereas PVP/DPL composites exhibited a higher erosion rate at 45° impingement angles that were irrespective of fiber loading.
Although a good amount of research is available on erosion study of both synthetic and natural fiber reinforced composites, there is no information regarding the erosion wear performance of composites reinforced with palm tree leaf stalk fiber, and filler with palm leaf stem stalk (PLSS) powder. Such fiber is obtained from the leaf stalk of a palm tree. It consists of cellulose, hemicelluloses, lignin, and waxes. It was reported earlier that when these fiber are alkali treated, the fibers became rough due to the removal of hemicelluloses, lignin, and waxes, which was confirmed by scanning electron microscopy (SEM), X-ray diffraction (XRD), Fourier transform infrared (FTIR), and solid state nuclear magnetic radiation (NMR) analyses (Rout et al. 2016). The alkali treatment led to improved fiber-matrix adhesion, fiber wetting, and mechanical strength. Therefore, the purpose of this study is to create a low-cost hybrid palm-epoxy composite filled with PLSS powder, and to analyze the composite’s physical, mechanical, and erosion behaviors for potential engineering applications
EXPERIMENTAL
Materials
In this study, palm leaf stalk was used as the reinforcement fibers, and epoxy (LY556) and hardener HY-951 were used as the composite matrix components. The matrix components were supplied by Hindustan Ciba-Geigy India Ltd. (Kolkota, India). The main features of the epoxy resin are its excellent thermal and corrosion resistance properties. The palm leaf stalks were collected from village Baramba, Cuttack, Odisha, India. First, the thorns on both sides of the leaf stalk were separated and then the fibers were separated from the stalk using a knife. The collected fibers were then air-dried in daylight for 4 to 5 days to reduce their moisture content.
Alkali treatment
Based on the authors’ previous work (Rout et al. 2016), fiber pretreated with 5% alkali for 6 h exhibited better mechanical properties and had the highest cellulose content compared to the other treatment times (Rout et al. 2016). Hence, the fibers used in this study were treated with 5% NaOH for 6 h. The pretreated fibers were cut with scissors to form a fiber mat with the dimensions of 200 mm × 5 mm × 0.4 mm.
Composite fabrication
Bi-directional palm fiber mats were fabricated consisting of palm fibers, epoxy, and PLSS powder by varying the filler content (0 wt%, 5 wt%, 10 wt%, and 15 wt%) to formulate the composites C1, C2, C3, and C4, respectively (Table 1). All composites were prepared by using the simple hand-lay-up method. Initially, silicone gel was uniformly sprayed onto both sides of the mold (250 mm × 10 mm × 5 mm). Then, each palm fiber mat was pre-impregnated with the resin matrix. Each composite sample was pressed with 30 kg force for 12 h. Next, the sample was removed from the mold and post-cured at ambient conditions for another 12 h. Finally, the samples were cut into suitable dimensions for mechanical and wear tests.
Table 1. Designation and Composition of Composite Samples
Methods
Test Apparatus- Density
The theoretical densities of the developed composites (C1, C2, C3, and C4) were calculated as per Eq. 1 (Agarwal and Broutman 1990),
(1)
where W and ρ represent the weight fraction (gm/gm) and density (gm/cm3), respectively. The subscripts f, m, p, and ct indicate the palm fiber, the epoxy matrix, filler powder, and the composite, respectively.
However, the actual density of the composite was calculated utilizing the Archimedes Principle. The dissimilarity between the actual density (ρce) and the theoretical density (ρct) represents the void content (Vv), which is calculated by Eq. 2:
(2)
Microhardness test
The microhardness of the composites was measured using a Micro-Vickers hardness tester (LV700, LECO Co., Michigan, MI, USA) according to ASTM E384-11e1 (2011). A load of 24.54 N was applied to the sample for 20 s to determine its hardness.
Tensile test
The tensile strength of the composites was measured using a universal testing chine (Instron 3369; Instron India Pvt. Ltd., Chennai, India) with a gauge length of 50 mm and at a crosshead speed of 2 mm/min. The measurements were conducted in accordance to the ASTM D3039M-14 (2014) standard. Each sample (150 mm × 25 mm × 4 mm) was tested five times, and the average of the replicates was taken as the sample’s tensile value.
Flexural test
The flexural strength of the composites was measured using the Instron 3369 universal testing machine. The test specimens were prepared in accordance to the ASTM D790-03 (2003) standard, with the dimensions of 100 mm × 15 mm × 4 mm. The flexural strength (FS) of the composite was computed as,
(3)
where P, b, t, and L are the maximum load (N), the width (mm), the thickness (mm), and the span length (mm) of the test sample, respectively.
Impact energy absorption
The impact strength of the composite specimens with dimensions of 66 mm × 13 mm × 4 mm was measured using an IZOD impact tester (Veekay Test Lab, Mumbai, Maharashtra, India). Measurements were performed in accordance to the ASTM D256-10 (2010) standard. The testing samples were mounted into the impact testing machine and the energy absorbed during each test was calculated. Each specimen was tested five times, and the average of these values was taken as the impact strength value.
Solid particle erosion test
An erosion test apparatus (TR-470; Ducom Instruments Ltd., Bangalore, India) was used to measure the erosion of the composite specimens in accordance to the ASTM G76-13 (2013) standard. Dry alumina erodent was passed from the hopper by gravity through a conveyor belt system (3 mm/min) into an air erodent mixing chamber. Then, the mixture was accelerated by passing it through a convergence nozzle, where the stream strikes the composite specimen. Dry alumina particles with sizes of 40 μm, 60 μm, 80 μm, and 100μm impinged the surface of the specimens (25 mm × 25 mm × 4 mm) at angles of 45°, 60°, 75°, and 90°.
Scanning electron microscopy
The surface morphology of the eroded specimens was observed using a scanning electron microscope (SEM) model JEOL JSM-6480 LV (JEOL Ltd., Tokyo Japan).
Statistical Experimental Design
A Taguchi experimental design is a systematic statistical approach used to optimize performance, quality, and cost. Prior to employing this approach, the number of parameters affecting the optimization needs to be narrowed to eliminate insignificant effects. The scientific literature indicates that the erosion behavior of composite samples principally depends upon erodent impact velocity, impingement angle, and particle size, in addition to composite filler content (Patnaik et al. 2010). The influences of these four parameters were examined in this study utilizing a L16 orthogonal array design. Details of the experimental design are given in Table 2.
In a conventional full-factorial statistical design, 256 runs (= 44) are required to examine the four parameters at four different levels. The number of runs can be reduced to 16 runs by utilizing a Taguchi experimental approach. The obtained experimental data are converted into signal-to-noise (S/N) ratios. However, the S/N ratios were different for different test runs. Therefore, ‘smaller is better’ characteristics were chosen for the minimum erosion rate as per Eq. 4,
(4)
where n is the number of observations and y is the observed value.
The control factors, along with their corresponding levels, are shown in Table 3. The rows represent different test condition levels and the columns (second to fifth) represent the test parameters. The column is assigned to the filler content (A), the impact velocity (B), the impingement angle (C), and the erodent size (D). The statistical analysis of erosion wear has been conducted using MINITAB 16 software (Minitab Ltd., Brandon Court, UK).
Table 2. Setting of Parameter
Table 3. Control Factors and Their Selected Levels
Table 4. Orthogonal Array for L16 Taguchi Design
RESULTS AND DISCUSSION
Physical Properties
Density
Density is one of the key parameters generally used for judging the quality of a composite. The void content is the difference between the measured and the theoretical density of the composite. Higher void contents generally represent lower strength and higher water absorbtivity (Rout and Satapathy 2013). A good composite should have lower amounts of voids. However, some void content is unavoidable in composites developed by the hand-lay-up technique.
Table 5 shows the experimentally and theoretically measured densities of all tested composite samples along with the void content. It was noticed that both densities were different. The difference conveys the void content and pores in the composite. Composite C1 had negligible void content due to the absence of PLSS powder in the composite (Table 5). With the addition of PLSS powder, the void content of specimens increased from 1.08 wt% to 4.54 wt%.
Table 5. Theoretical and Measured Densities of PLSS Filled Palm-epoxy Composites
The composites with 15 wt% PLSS had a higher amount of voids. This may have been attributable to the entrapped air at the filler-matrix interfaces that occurred during mixing. Similar results have been reported earlier by Rout and Satapathy (2012) for glass-epoxy composites with rice husk filler, and Swain and Biswas (2017) for jute-epoxy composites with alumina as filler.
Microhardness
The hardness of palm-epoxy composites filled with PLSS is shown in Fig.1. The hardness increased from 36 Hv to 45 Hv with the increase in PLSS content from 0 wt% to 15 wt%. Similar observations have been reported in previous literature (Rout and Satapathy 2012; Prabhu et al. 2017; Swain and Biswass 2017).
This improvement in hardness with the incorporation of filler was attributed to several factors. With particle-filled composites, the filler particles are distributed very close to one another and occupy the space between the matrix and the fibers. During the hardness test, a compressive load is applied to composite specimen. The matrix and the solid filler phase press together more tightly when a load is applied during the test. As a result, the specimen offers a resistance to penetration by the indenter (Pawar et al. 2015).
Fig. 1. Hardness with standard deviation of PLSS filled and unfilled palm-epoxy composite
Table 6. Mechanical Properties of PLSS Filled Palm-epoxy Composites
~: Average value; [S.D.]: Standard Deviation
Mechanical properties
Tensile strength
The tensile strengths with standard deviations of the palm-epoxy composites reinforced with different levels of PLSS powder are presented in Table 6 and shown in Fig. 2. The tensile strength gradually decreased as the filler powder level increased. The composite without PLSS had a tensile strength of 58.1 MPa; this value decreased to 42.8 MPa, 40.3 MPa, and 37.4 MPa as the PLSS powder addition to the composite was 5 wt%, 10 wt%, and 15 wt%, respectively. This observation may have been due to the poor interfacial bonding between the filler particles and the epoxy matrix, which promoted micro-cracks at the interfaces during the composite’s loading as shown in Fig. 3. It shows pullout of fiber from the matrix with small cracks in the peripheral region. The other reason for the reduced tensile strength was the non-uniform stress distribution from the matrix to the fibers due to PLSS powder agglomeration within the matrix. The present resuls are consistent with previous investigators (Srivastava and Pawar (2006) for glass-epoxy composites filled with fly-ash, Biswas and Satapathy (2009) for glass-epoxy composites filled with red mud, Rout and Satapathy (2012) for glass-epoxy composites with rice husk particulates, and Jena et al. (2016) for bamboo-epoxy composites with ceno-sphere).
However, Joseph et al. (1996) observed enhancement in tensile strength of short sisal fiber reinforced with polyethylene composites. Similarly, Liu et al. (2014) found better tensile strength of abaca-epoxy composites than the untreated ones. This increment in tensile strength of the composites may be attributed to the chemical treatment and without any filler in the matrix.
Fig. 2. Tensile strength with standard deviation of PLSS filled and unfilled palm-epoxy composite
Fig. 3. SEM micrograph of C3 composite showing fiber pullout and matrix crack
Flexural strength
Flexural strength of the palm-epoxy composites filled with PLSS powder is presented in Table 6 and Fig. 4. The bending strength of the composite gradually decreased with increasing filler addition. The flexural strength of the composite sample without PLSS powder was 53.1 MPa; this value decreased to 40.2 MPa, 37.1 MPa, and 34.5 MPa as the PLSS powder addition to the composite was 5 wt%, 10 wt%, and 15 wt%, respectively. Similar observations have been found earlier by previous investigators (Biswas and Satapathy (2009) for glass-epoxy composites filled with red mud, Rout and Satapathy (2012) for glass-epoxy composites with rice husk particulates, Rout and Satapathy (2013) for glass-epoxy composites filled with granite particles, and Biswas (2014) for bamboo-epoxy composites with copper slag as filler). This observed phenomenon was attributed to the poor dispersion of the filler particles within the matrix and to the greater existence of voids within the composite matrix. The presence of voids at the surfaces greatly reduced the composite’s flexural strength in terms of delamination and fracture of fiber layers from the matrix. This is apparent in the SEM micro-graph shown in Fig. 5.
Fig. 4. Flexural strength with standard deviation of PLSS filled and unfilled palm-epoxy composite
500 µm Fig. 5. SEM micrograph showing delamination and fracture of fiber of C4 composite |
Impact energy absorption
In many engineering applications, composite specimens are subjected to impact loads. Hence, it is essential to examine the impact energy absorption of the composites. Figure 6 shows the impact energy absorption of palm-epoxy composites filled with PLSS powder. It shows that the impact energy absorption of palm-epoxy composites increased with increasing powder addition to the composites. This observed behavior was attributed to the presence of PLSS powder at the interfacial regions, which reduced the bond strength between the fiber and matrix. With the weaker fiber-matrix interfaces, the composite broke into many parts when subjected to impact load, which resulted in more energy being absorbed, as evidenced in the SEM micrograph shown in Fig. 7. The present results are consistent with previous investigations of bamboo-epoxy composites filled with cement by-pass dust (CBPD) (Gupta et al. (2012), glass-epoxy composites filled with red mud (Biswas and Satapathy 2009), glass-epoxy composites with rice husk particulates (Rout and Satapathy 2012), glass-epoxy composites filled with granite particles (Rout and Satapathy 2013), and bamboo-epoxy composites with copper slag as filler (Biswas (2014).
Fig. 6. Impact strength with standard deviation of PLSS filled and unfilled palm-epoxy composite
Fig. 7. SEM micrograph showing debonding and matrix cracks of C3 composite
Erosion Test Results and Taguchi Analysis
Initial erosion tests
Table 4 shows the erosion rate of all 16 test runs along with the calculated S/N ratios. The mean value of the SN ratio for all 16 test runs was -51.84 dB. An analysis of the results indicated that a factor combination of A2 (filler content of 5 wt%), B1 (impact velocity of 40 m/s), C1 (impingement angle of 45°), and D3 (erodent size of 80 µm) resulted in the lowest erosion wear (Fig. 8). Furthermore, the order of control factors: impact velocity (B) (Rank-1), filler content (A) (Rank-2), impact angle (C) (Rank-3), and erodent size (D) (Rank-4), are in decreasing order according to their significance on the erosion rate and is presented in Table 7. Additionally, the erodent size had the smallest effect when compared to the other factors on the erosion rate.
Rout and Satapathy (2013) reported that the factor combinations of impact velocity (33 m/s), filler content (10 wt %), impingement angle (30º), and erodent size of (250 µm) in the decreasing order yielded minimum erosion for glass-epoxy composites filled with granite particulates. In another study, Rout and Satapathy found minimum erosion in the factor combinations of impact velocity (43 m/s), filler content (15 wt %), impingement angle (45º), and erodent size of (200) µm for glass-epoxy composites filled with rice-husk particles. Biswas and Satapathy (2009) mentioned that factor combinations of impact velocity (54 m/s), filler content (10 wt %), erodent temperature (30 ºC), impingement angle (30º), and stand-off distance (75 mm), in decreasing order, gave minimum erosion for glass-epoxy composites filled with red mud. Similarly, Biswas and Satapathy (2010) noticed that factor combinations of impact velocity (65 m/s), filler content (10 wt %), erodent temperature (30 ºC), impingement angle (90º), stand-off distance (75 mm), and erodent size (300 µm) in decreasing order yielded minimum erosion for glass-epoxy composites filled with alumina.
Impact velocity of the erodent is the most significant parameter in various investigations by the researchers. In general, the erodent has two components of velocity when it strikes the target material, that is, one tangential to the surface and the other normal to it. The normal component causes depth of penetration and determines the contact time. The product of contact time and tangential component of velocity creates the abrading distance in the material surface and the product of abrading distance and area of penetration causes volume of material loss. Therefore, the rate of material loss is directly proportional to the velocity of impact. However, the presence of filler particle in the matrix greatly reduces the velocity of erodent and as a result, the erosion rate of the material decreases significantly (Rout and Satapathy 2013).
From the reported results, it may be concluded that the erosion behavior of polymer composite with different fillers strongly depends on the experimental parameters such as impact velocity, impingement angle, stand-off distance, erodent size, erodent temperature, etc. or target related material property such as volume/weight fraction of fiber/filler, dispersion of filler in the matrix, orientation of fiber, type of matrix material and percentage of void content in the matrix, etc. It is also found that addition of filler into the matrix may increase the erosion resistance of the polymer composite, whereas in other investigations (Harsha et al. 2003), it has reduced the erosion resistance. Hence, one should properly decide the type and amount of filler into a matrix before any particular application.
Fig. 8. Effects of control factors on erosion rate
Table 7. S/N Ratio Response Table for Erosion Rate
Table 8. ANOVA for Erosion Rate
Note: degrees of freedom (DF); sum of squares (SS); mean of squares (MS); S = 15.6506; R2 = 99.24%; R2 (adj.) = 96.20%
ANOVA and the effect of factors
The statistical significances of the various control factors on the erosion rate were analysed by ANOVA (Table 8). The statistical significances were determined at the 95% confidence level. The p-value indicates if the independent factor has a significant probability of affecting the observed value.
Fig. 9. Interaction graph between A×B for erosion rate
Fig. 10. Interaction graph between B×C for erosion rate
Fig. 11. Interaction graph between C×D for erosion rate
All factors had very small values of p. It was observed that the filler content (p = 0.011), impact velocity (p = 0.003), impingement angle (p = 0.016), and erodent size (p = 0.058) influenced the erosion rate. The interaction between the filler content and impact velocity (A × B; p = 0.000033) (Fig. 9), and impact velocity and impact angle (B × C; p = 0.000048) (Fig.10) significantly affected the erosion rate. The impact angle and erodent size interaction (C × D) had a minimum contribution on the erosion rate (p = 0.000928) (Fig. 11).
Confirmation experiments
The main idea behind the confirmation experiments was to verify the initial conclusions obtained from the earlier analysis. The erosion wear of the composites can be predicted by conducting a new set of factor settings (A1B2C2D1). A prediction equation can be developed using the Taguchi approach to estimate the SN ratio for erosion rate,
(5)
where is the predicted average, is the overall experimental average, and , , , and are the mean responses for the factors at the corresponding level denoted by the subscript. Equation 5 can be reduced by combining like terms to:
(6)
The new arbitrary arrangement of factor levels A1, B2, C2, and D1 is used to predict the wear through the prediction equation (Eq. 6), and the SN ratio was calculated as -51.44 dB. An experiment was performed at A1, B2, C2, and D1. The result was compared with the predicted value from Eq. 7 (Table 9). The developed model predicted the erosion wear with a sensible accuracy level. The observed error between the predicted and experimental values was 3.45%. This error could be further reduced if the number of measurements is increased.
Table 9. Results of the Confirmation Experiment for Erosion Rate
Morphology of Eroded Samples
The erosion wear resistance of the composites mainly depends on experimental factors like impact velocity, impingement angle, erodent size, and material composition (Harsha et al. 2003). The effect of various factors on palm-epoxy composite filled with PLSS powder has been examined microscopically. The main objective of this phase of the study is to classify various modes of material removal from the composite’s surface.
The microstructure of the C1 composite surface that was eroded at an impact angle of 90° and impact velocity of 80 m/s is shown in Fig. 12. The figure illustrates that the matrix layer above the fiber surface has been chipped-off, and that the reinforcing fibers were broken. Small cracks were also observed in the micrographs. These observations were attributed to the repeated collisions of hard alumina particles (erodent) at high velocity, which caused an increase in the surface temperature that made it easier to remove the matrix at the composite’s surface.
Fig. 12. Scanning electron micrograph of the eroded composite (C1) at an impingement angle of 60° and impact velocity of 60 m/s
Figure 13 shows the micrograph of the C4 composite when it was eroded at 80 m/s with an impingement angle of 45°. When the erodent strikes at an angle, it has two components, one parallel to the material’s surface and the other perpendicular to the surface. The parallel component primarily removed material from the surface due to micro-plowing, which was observed in the micrograph. The normal component created a surface crater that made the surface rough, which was also observed in Fig. 13.