<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">MSA</journal-id><journal-title-group><journal-title>Materials Sciences and Applications</journal-title></journal-title-group><issn pub-type="epub">2153-117X</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/msa.2013.42012</article-id><article-id pub-id-type="publisher-id">MSA-28004</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Chemistry&amp;Materials Science</subject></subj-group></article-categories><title-group><article-title>
 
 
  Effect of Notch Severity on Fatigue Behaviour of ADI Castings
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>haled</surname><given-names>M. Ibrahim</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Bakkar</surname><given-names>El-Sarnagawy</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ibrahim</surname><given-names>I. Saleh</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Central Metallurgical Research and Development Institute, Cairo, Egypt</addr-line></aff><aff id="aff2"><addr-line>Modern Academy for Engineering &amp;amp; Technology, Cairo, Egypt</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>khaledabouelela@yahoo.com(HMI)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>25</day><month>02</month><year>2013</year></pub-date><volume>04</volume><issue>02</issue><fpage>109</fpage><lpage>117</lpage><history><date date-type="received"><day>November</day>	<month>27th,</month>	<year>2012</year></date><date date-type="rev-recd"><day>December</day>	<month>24th,</month>	<year>2012</year>	</date><date date-type="accepted"><day>January</day>	<month>21st,</month>	<year>2013</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
   An investigation was carried out to examine the influence of notch sensitivity on fatigue behaviour of austempered ductile iron (ADI). Samples were made of ductile iron with a chemical composition of 3.55% C, 2.18% Si, 0.35% Mn, 0.022 P, 0.008 S and 0.045% Mg. The samples were heat treated by austenitizing at 900℃ for 1 h and then rapidly quenched into two different salt baths at 350 and 400℃ for 1 h each. This work aims at studying the capability of mechanical stress analysis software (ANSYS 12.0), as a nondestructive tool, to characterize and quantify the fatigue strength of the notched ADI samples with different radii (from 1 to 3 mm). In addition, experimental testing was performed using rotary bending fatigue machine on notched samples with radii of 1, 1.5 and 2-mm to verify the theoretical data obtained by ANSYS-12. The results show that the predicted fatigue strength estimated by ANSYS-12 is very close to the experimental one. Therefore, fatigue performance of the rotating parts made of ADI can be estimated theoreticcally using ANSYS 12.0. The fatigue strength of these parts can also be improved by increasing the formed filled radius due to decreasing the notch sensitivity factor. 
 
</p></abstract><kwd-group><kwd>ADI; ANSYS-12; Fatigue; Notch Sensitivity</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Austempered ductile iron (ADI) is widely used in Industry because it offers a combination of low cost, design flexibility, high strength-to-weight ratio, good toughness, wear resistance, and fatigue strength [1-3]. Generally, ADI alloys possess mechanical properties that are superior to conventional ductile iron and comparable to heat treated forged steels [4,5]. These attractive properties of ADI are related to its unique microstructure that consists of ferrite and high carbon austenite which is often referred to as ausferrite [<xref ref-type="bibr" rid="scirp.28004-ref6">6</xref>]. One of the main advantages of ADI is the variability of mechanical properties which can be influenced in a very wide range by changing the isothermal conditions i.e. austempering temperature and time [7,8]. Some researches on high cycle fatigue behaviour of ADI indicated that fatigue limit is increased with increasing the amount of retained austenite in matrix due to the high strain-hardening nature of the austenite phase [9-11]. Stokes et al. [<xref ref-type="bibr" rid="scirp.28004-ref12">12</xref>] also reported that existing large amount of low carbon retained austenite in matrix would undergo martensitic transformation under plastic deformation for the ADI austempered at higher temperature (&gt;350˚C). The high strength and toughness of ADI compared with forged steel made it attractive for wide range of applications. ADI is also used for rotating crankshafts where fillets and notches are part of the design. Normally, notches produce highly stress concentration in the shaft which consequently reduces the rotating bending fatigue strength. Notch sensitivity tests for ADI are very rare and experiments made are seldom, so only few data are available. Most of the fatigue data available on ADI covers smooth-walled samples and the availability of good design data for notched samples with different radii are limited. Therefore, this research work aims at studying the effect of notch severity on fatigue performance of ductile iron austempered at 350˚C and 400˚C. Reduction in fatigue limits due to notch effect will be firstly determined analytically using mechanical stress analysis software (ANSYS 12.0) and then verified by conducting experimental tests on a rotary bending fatigue machine.</p></sec><sec id="s2"><title>2. Experimental Work</title><p>The chemical composition of the cast ductile iron used in this research is; 3.55% C, 2.18% Si, 0.35% Mn, 0.022% P, 0.008% S and 0.045% Mg. ADI samples were prepared by austenitizing the ductile iron samples isothermally for one hour at 900˚C. The austempering process was performed in a salt bath at two different austempering temperatures of 350˚C and 400˚C for one hour each. Then the samples were cooled using forced air. Microstructural investigation was carried out according to the standard procedures. The amount of retained austenite was estimated using X-ray diffraction. Tensile, hardness, impact tests were performed to verify the mechanical properties for the samples austempered at 350˚C and 400˚C.</p><p>Rotating bending fatigue technique was used to evaluate the fatigue behaviour of un-notched and notched ADI samples. Un-notched fatigue samples were machined as round bars of 8-mm diameter and 130-mm long, as can be seen in <xref ref-type="fig" rid="fig1">Figure 1</xref>(a). While, the notched samples were machined with various notch radii (R 1, 1.5, 2 mm), as shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>(b). For the notched samples, the core diameter was kept constant at 4 mm for all formed notch radii, as shown in <xref ref-type="fig" rid="fig2">Figure 2</xref>. Before testing, the specimens were ground to eliminate any surface defects. All fatigue tests were performed using high cycle fatigue regime. The test was run to failure or to 10<sup>7</sup> cycles at which samples were considered to be a run-out. S-N curves were established for each group of samples with the same notch radius. Ten to twelve samples of each condition and geometry were tested with sufficient stress levels to obtain reliable S-N curves and fatigue limits. An analytical study was made using mechanical stress analysis software (ANSYS 12.0) for predicting stress concentration and fatigue strength vs. life time of the studied ADI.</p></sec><sec id="s3"><title>3. Results and Discussions</title><sec id="s3_1"><title>3.1. Microstructure Investigation</title><p>Figures 3(a) and (b) shows the microstructure of the investigated ADI samples austempered at 350˚C and 400˚C, respectively. The austempering temperature of 350˚C resulted in forming a mixed ausferritic structure which consisted of fine and coarse bainitic structure, as shown in <xref ref-type="fig" rid="fig3">Figure 3</xref>(a). The other samples austempered at 400˚C showed a feathery large scale bainitic structure, as seen in <xref ref-type="fig" rid="fig3">Figure 3</xref>(b). At 350˚C the structure contains low amount of retained austenite of about 25.8%. However,</p><p>the samples austempered at 400˚C contain higher amount of retained austenite of about 34.7%.</p></sec><sec id="s3_2"><title>3.2. Mechanical Properties</title><p>The tensile properties of the studied samples were evaluated and are given in <xref ref-type="table" rid="table1">Table 1</xref>. The optimum tensile and yield strengths were observed with low austempering temperature of 350˚C due to the refinement of the ausferritic structure and existing of lower amount of retained austenite in matrix. At 350˚C, the ultimate strength was 1120 MPa and the yield strength was 877 MPa. Higher austempering temperature of 400˚C showed lower tensile and yield strengths (σ<sub>u</sub> = 902 MPa and σ<sub>y</sub> = 602 MPa) compared to the last one. This is due to the nature of the ausferritic structure obtained at 400˚C. In addition, at 400˚C the samples showed relatively higher ductility (10.4%) compared to the samples austempered at 350˚C which gave 7.8% ductility. The higher ductility observed at 400˚C is mainly attributed to the presence of higher amount of retained austenite in matrix [13,14]. In addition, the austempering temperature of 350˚C obtained higher hardness value (330 HV) compared to 400˚C (297 HV) due to the lower amount of retained austenite existing in matrix and the refinement effect of the ausferritic matrix.</p><p>The results of the un-notched impact samples showed also that the austempering temperature of 350˚C obtained higher impact toughness (85 J) compared to the other samples austempered at 400˚C (62 J). This is attributed to the refinement effect of the ausferritic structure in spite of existing of lower amount of retained austenite in the matrix as compared to ADI samples austempered at 400˚C [<xref ref-type="bibr" rid="scirp.28004-ref12">12</xref>]. Therefore, refinement of ausferritic structure plays an important role in determining the impact toughness of ADI regardless of the amount of retained austenite existing in matrix.</p></sec><sec id="s3_3"><title>3.3. Fatigue Behaviour</title><p>In order to determine the theoretical fatigue strength of the notched fatigue samples with different radii (1, 1.5, 2), some exponents should be firstly known. The properties and exponents of the standard ADI alloy grade 2 (1050-700-07) are matched well with the properties of</p><p><xref ref-type="table" rid="table1">Table 1</xref>. Mechanical properties of the studied ADI alloy.</p><p><img src="2-7700939\a932f1b9-370b-4221-ab63-c9dd10b066fd.jpg" /></p><p>the studied samples austempered at 350˚C. Therefore, it is decided to use the exponents of ADI grade 2 in the mechanical stress analysis software (ANSYS 12.0) for predicting the fatigue strength vs. life time. These properties and exponents are fed into the ANSYS-12 software to predict the fatigue strength and stress concentration for the un-notched and notched samples with the radii of 1, 1.5, 2, 2.5, and 3 mm. The predicted and experimental fatigue data are listed in <xref ref-type="table" rid="table2">Table 2</xref>. The samples were modeled in a geometrical module with the same specifications of the machines samples. A finite element mesh was executed for all models using triangular shaped elements, where a resizing factor was considered in the notched radius section, <xref ref-type="fig" rid="fig4">Figure 4</xref>. A statical solution was run to obtain the maximum principle stress for the un-notched and notched samples [15-17]. An example showing the existence of maximum principle stress for the samples with notch radius of 2-mm is presented in Figures 5 and 6.</p><p>In order to predict the fatigue strength against life time, the fatigue tool was inserted to the software program. A fully reversed cycling bending load was set to the program to simulate the experimental rotary bending fatigue test. Loads were gradually applied until the life time is predicted by complete failure. Therefore, the fatigue</p><p><xref ref-type="table" rid="table2">Table 2</xref>. Fatigue results for ADI austempered at 350˚C provided by ANSYS-12.</p><p>strength vs. life time curves can be obtained for each notch radii (1, 1.5, 2, 2.5, and 3 mm). Ten runs were applied for each condition with different bending forces. Figures 7(a)-(f) shows the predicted fatigue strength vs. life time for the un-notched and notched conditions with the radii 1, 1.5, 2, 2.5, and 3 mm. To verify these theoretical data obtained by ANSYS 12.0, experimental tests were carried out for the un-notched and notched samples with notch radii of 1, 1.5 and 2 mm. The S-N for the aforementioned samples is shown in <xref ref-type="fig" rid="fig8">Figure 8</xref>.</p><p>To compare the predicted data with the experimental ones, the S-N curves are gathered in one curve for the austempered samples at 350˚C, as shown in Figures 9 and 10. It is noticed that there is no significant difference between the theoretical and experimental results. Therefore, the fatigue strength of notched ADI parts can be easily predicted using ANSYS-12.0. The stress concentration factor (K<sub>t</sub>) is also used to estimate the stress amplification in the vicinity of a geometric discontinuity, where K<sub>t</sub> = σ<sub>max</sub>/σ<sub>min</sub>. Hence, the fatigue stress concentration factor (K<sub>f</sub>) can estimate as follows:</p><p>K<sub>f</sub> = max stress in notched specimen/stress in notchfree specimen, or K<sub>f</sub> = Endurance limit of a notched specimen/Endurance limit of a notch-free specimen.</p><p>Then, the notch sensitivity factor (q) can be estimated as;</p><p><img src="2-7700939\00091d05-b6d4-47d5-8adc-bb7bf208a5e9.jpg" /></p><p>or</p><p><img src="2-7700939\647cb528-12db-485e-b5b7-0d9d4be94f39.jpg" />.<sub></sub></p><p>Generally speaking, the notch sensitivity factor (q) of a material is a measure of how sensitive a material to notches or geometric discontinuities [<xref ref-type="bibr" rid="scirp.28004-ref1">1</xref>]. Therefore, it was important to estimate the notch sensitivity factors for the studied material. In this study, the stress concentration factor (K<sub>t</sub>), notch sensitivity factor (q) and fatigue notch factor (K<sub>f</sub>) were estimated and the data are given in <xref ref-type="table" rid="table3">Table 3</xref>. The data show certain degree of notch sensitivity, where the theoretical K<sub>t</sub> increases as the notch radius decreases from 3 to 1 mm. It is also noticed that both theoretical and experimental data showed an increase in notch sensitivity factor (q) with decreasing the notch radius. In addition, there is minor difference in values of K<sub>f</sub> for the ADI samples austempered at 350˚C &amp; 400˚C. The correlation between q and notch radius for theoretical and experimental results is also plotted, as seen in <xref ref-type="fig" rid="fig1">Figure 1</xref>1. It is obvious that there is no big difference between the theoretical and experimental results for ADI samples austempered at 350˚C. Accordingly, it could be concluded that fatigue performance of components made of ADI can be enhanced by increasing the notch radius due to decreasing the notch sensitivity factor (q).</p><p>It could also be concluded that there is no direct correlation between the austempering temperature and notch severity for the studied ADI samples because the fatigue limit of both investigated austempering temperatures (350˚C and 400˚C) was mainly dependent on the notch radius and did not depend on the austempering temperature. For the investigated ADI samples austempered at 350˚C &amp; 400˚C, the decrease in fatigue limit will be occurred by decreasing the notch radius from R = 2 to 1 mm. The worst case was reported for 1-mm notch radius, where there was a decrease in fatigue limit of about 30 MPa (≈13%) compared to the un-notched samples. On the other hand, the decrease in fatigue limit was relatively the same for 1-mm and 1.5-mm notch radii, while at 2-mm notch radius the decrease in fatigue strength was the half of the last value, i.e., 6% - 8%. Therefore in machining of spare parts that made of ADI and subjected to dynamic loading during service, it is recommended to use a notch radius more than 2-mm to keep the fatigue strength as high as possible to avoid failure in service.</p><p>The fracture surface of the investigated fatigue samples has been studied. In case of notched samples, the fracture surface showed that cracks were started from the notched surface or just below the surface, <xref ref-type="fig" rid="fig1">Figure 1</xref>2(a). Cracks were started from the the graphite nodules that located on the surface, as indicated by the arrows in <xref ref-type="fig" rid="fig1">Figure 1</xref>2(b). However for the notch-free samples, cracks were started inside the cross section of the sample. As</p><p>shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>3, cracks started also from the graphite nodule and went through the matrix till the next graphite nodule acting as crack arrest. There was also a difference in crack width of the un-notched and notched fracture surfaces, where the notched samples showed a wider crack width of about 4 μm, <xref ref-type="fig" rid="fig1">Figure 1</xref>4(a). However, the notch-free samples obtained fine cracks that reached 0.5 μm width, <xref ref-type="fig" rid="fig1">Figure 1</xref>4(b).</p><p><img src="2-7700939\1ac1ee52-a9ff-43ce-8244-b1a2cb49acfe.jpg" /></p><p>Austempering temperature of 350˚C&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; Austempering temperature of 400˚C</p><p><xref ref-type="fig" rid="fig8">Figure 8</xref>. Experimental fatigue strength of the un-notched and notched ADI samples austempered at 350˚C and 400˚C.</p></sec></sec><sec id="s4"><title>4. Conclusions</title><p>1) Austempering temperature of 350˚C obtained higher mechanical properties compared to 400˚C due to the re</p><p><xref ref-type="table" rid="table3">Table 3</xref>. Notch sensitivity factor (q) for ADI 900˚C/350˚C and predicted data by ANSYS-12 calculations.</p><p><img src="2-7700939\f301013c-c27b-47bd-959d-360b6488acb0.jpg" /></p><p>K<sub>t</sub>: Stress concentration factor; K<sub>f</sub>: Fatigue notch sensitivity; q: Notch sensitivity factor.</p><p>finement effect of the ausferritic structure and existing of less amount of retained austenite in matrix;</p><p>2) Fatigue strength vs. life time of ADI can be predicted using mechanical stress analysis ANSYS 12.0 which gave results that were very close to the experimental ones;</p><p>3) Fatigue performance of ADI of rotating parts made of ADI can be enhanced by increasing the fillet radius due to decreasing the notch sensitivity factor;</p><p>4) The decrease in fatigue strength with decreasing the notch radius was approximately the same for the studied samples austempered at 350˚C &amp; 400˚C;</p><p>5) In machining spare parts made of ADI, it is recommended to use a notch radius more than 2-mm to keep the fatigue strength as high as possible to avoid failure in service.</p></sec><sec id="s5"><title>REFERENCES</title></sec></body><back><ref-list><title>References</title><ref id="scirp.28004-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">B. 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