<?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">WJET</journal-id><journal-title-group><journal-title>World Journal of Engineering and Technology</journal-title></journal-title-group><issn pub-type="epub">2331-4222</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/wjet.2016.42031</article-id><article-id pub-id-type="publisher-id">WJET-66734</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><subject> Engineering</subject></subj-group></article-categories><title-group><article-title>
 
 
  Investigate of Effective Factors on Extraction of Silver from Tailings of Lead Flotation Plant Using Thiourea Leaching
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>andehzadeh</surname><given-names>Masoud</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Aryanimehr</surname><given-names>Amir</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Rezai</surname><given-names>Bahram</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Department of Mining Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran</addr-line></aff><aff id="aff2"><addr-line>Department of Mining Engineering, Amirkabir University of Technology, Tehran, Iran</addr-line></aff><pub-date pub-type="epub"><day>29</day><month>04</month><year>2016</year></pub-date><volume>04</volume><issue>02</issue><fpage>305</fpage><lpage>312</lpage><history><date date-type="received"><day>20</day>	<month>February</month>	<year>2016</year></date><date date-type="rev-recd"><day>accepted</day>	<month>22</month>	<year>May</year>	</date><date date-type="accepted"><day>25</day>	<month>May</month>	<year>2016</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>
 
 
  In current paper, the effect of different factors on extraction of silver from tailings of lead flotation plant using thiourea leaching was studied. According to the mineralogical studies and chemical analysis taken from the tailings dam, the representative sample taken from there contained 30 ppm Ag and the minerals such as calcite, dolomite, barite, microcline, galena etc. In this research, the effects of iron(III) sulfate concentration, thiourea concentration, size and temperature onextraction of silver from Ravanj flotation plant tailings were analyzed using statistics design of experiment and DX7 software; and it was determined that iron(III) sulfate concentration and temperature were the most effective factors on the extraction of silver. The results showed that the best recovery obtained in particle size of 75 microns, 1 kg/m
  <sup>3</sup> thiourea concentration and 1 kg/m
  <sup>3</sup> iron(III) sulfate concentration in the temperature of 60
  ℃ for 2 hours.
 
</p></abstract><kwd-group><kwd>Thiourea (TU)</kwd><kwd> Design Experimental (DX7)</kwd><kwd> Formamidine Disulfide (FDS)</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Cyanidation has become the most popular method of gold and silver recycling from mineral resources because of the simplicity and economical reasons for more than a century (Wei et al., [<xref ref-type="bibr" rid="scirp.66734-ref1">1</xref>] ; Yang et al., [<xref ref-type="bibr" rid="scirp.66734-ref2">2</xref>] - [<xref ref-type="bibr" rid="scirp.66734-ref4">4</xref>] ). Being toxic and environmental restrictions may increase using of new reagents such as halogens (Gurung et al., [<xref ref-type="bibr" rid="scirp.66734-ref5">5</xref>] ), thiocyanide (Kholmogorov et al., [<xref ref-type="bibr" rid="scirp.66734-ref6">6</xref>] ), thiosulfate (Abbruzzese et al., [<xref ref-type="bibr" rid="scirp.66734-ref7">7</xref>] ; Ficeriov&#225; et al., [<xref ref-type="bibr" rid="scirp.66734-ref8">8</xref>] ; Hiskey and Atluri, [<xref ref-type="bibr" rid="scirp.66734-ref9">9</xref>] ) and thiourea are alternatives (&#199;elik, [<xref ref-type="bibr" rid="scirp.66734-ref10">10</xref>] ; Chen et al., [<xref ref-type="bibr" rid="scirp.66734-ref11">11</xref>] ; De Andrade Lima and Hodouin, [<xref ref-type="bibr" rid="scirp.66734-ref12">12</xref>] ; Ficeriov&#225; et al., [<xref ref-type="bibr" rid="scirp.66734-ref13">13</xref>] ; Hilson and Monhemius, [<xref ref-type="bibr" rid="scirp.66734-ref14">14</xref>] ; Kononova et al., [<xref ref-type="bibr" rid="scirp.66734-ref15">15</xref>] ; Lacoste et al., [<xref ref-type="bibr" rid="scirp.66734-ref16">16</xref>] ; Li and Miller, [<xref ref-type="bibr" rid="scirp.66734-ref17">17</xref>] ; Muir and Aylmore, [<xref ref-type="bibr" rid="scirp.66734-ref18">18</xref>] ; Mu&#241;oz and Miller, [<xref ref-type="bibr" rid="scirp.66734-ref19">19</xref>] ; Murthy, [<xref ref-type="bibr" rid="scirp.66734-ref20">20</xref>] [<xref ref-type="bibr" rid="scirp.66734-ref21">21</xref>] ). Some of these methods are not only eco- friendly but also their leaching rates are higher than the conventional cyanidation method (Chen et al., [<xref ref-type="bibr" rid="scirp.66734-ref11">11</xref>] ; Ficeriov&#225; et al., [<xref ref-type="bibr" rid="scirp.66734-ref16">16</xref>] ; Agma et al., [<xref ref-type="bibr" rid="scirp.66734-ref22">22</xref>] ; Groenewald, [<xref ref-type="bibr" rid="scirp.66734-ref23">23</xref>] ).</p><p>According to aforementioned information, thiocyanide and thiourea receive much more attention than the others because thiourea has the low toxicity and kinetics higher (Wei et al., [<xref ref-type="bibr" rid="scirp.66734-ref1">1</xref>] ; Kholmogorov et al., [<xref ref-type="bibr" rid="scirp.66734-ref6">6</xref>] ; &#199;elik, [<xref ref-type="bibr" rid="scirp.66734-ref10">10</xref>] ; Li and Miller, [<xref ref-type="bibr" rid="scirp.66734-ref17">17</xref>] ; Agma et al., [<xref ref-type="bibr" rid="scirp.66734-ref22">22</xref>] ; Li and Miller, [<xref ref-type="bibr" rid="scirp.66734-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.66734-ref25">25</xref>] ) but not stable and can be converted to other complex compounds easily that neutralized the gold and silver also reduces the solving rate of them; (Jinshan et al., [<xref ref-type="bibr" rid="scirp.66734-ref26">26</xref>] ; Kai et al., [<xref ref-type="bibr" rid="scirp.66734-ref27">27</xref>] ). Likewise in comparison to thiourea, thiocyanide shows less toxicity, more stability but lower solubility rate (Barbosa, [<xref ref-type="bibr" rid="scirp.66734-ref28">28</xref>] - [<xref ref-type="bibr" rid="scirp.66734-ref32">32</xref>] ). Another method is thiosulfate leaching that has been analyzed by Muir and Aylmore [<xref ref-type="bibr" rid="scirp.66734-ref18">18</xref>] , Jeffrey et al. [<xref ref-type="bibr" rid="scirp.66734-ref33">33</xref>] , Feng and Deventer [<xref ref-type="bibr" rid="scirp.66734-ref34">34</xref>] . The disadvantage of this process is oxidation of thiosulfate and turn into polythionats that will increase the consumption of reagent.</p><p>Thiourea leaching is done in acidic medium. If ferric ion used as an oxidizing agent in the following reaction occurs in solution (Gurung et al., [<xref ref-type="bibr" rid="scirp.66734-ref5">5</xref>] ; Murthy et al., [<xref ref-type="bibr" rid="scirp.66734-ref21">21</xref>] ; Kai et al. [<xref ref-type="bibr" rid="scirp.66734-ref27">27</xref>] ; Almeidaand Amarante, [<xref ref-type="bibr" rid="scirp.66734-ref35">35</xref>] ; Gonen et al., [<xref ref-type="bibr" rid="scirp.66734-ref36">36</xref>] ; Jing-ying et al., [<xref ref-type="bibr" rid="scirp.66734-ref37">37</xref>] ; Li et al., [<xref ref-type="bibr" rid="scirp.66734-ref38">38</xref>] ; Ubaldini et al., [<xref ref-type="bibr" rid="scirp.66734-ref39">39</xref>] ):</p><disp-formula id="scirp.66734-formula695"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/20-1560285x7.png"  xlink:type="simple"/></disp-formula><p>That the created complex is very strong and an oxidizing agent likes H<sub>2</sub>O<sub>2</sub> or Fe<sub>2</sub>(SO<sub>4</sub>)<sub>3</sub> are needed to form it (Desch&#234;nes and Ghali, [<xref ref-type="bibr" rid="scirp.66734-ref40">40</xref>] ). Formation mechanism of that complex contains two stages (TU: H<sub>2</sub>N?CS?NH<sub>2</sub>);</p><p>First step: a part of thiourea turns into Formamidine Disulfide ( FDS ) by an oxidizing agent.</p><p>Second step: FDS reacts with silver.</p><disp-formula id="scirp.66734-formula696"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/20-1560285x8.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.66734-formula697"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/20-1560285x9.png"  xlink:type="simple"/></disp-formula><p>The total reaction number (1) is obtained from the results of two parallel reactions, number (2) and (3). Moreover, FDS can be oxidized to the unwanted products that are clear in reaction number (4).</p><disp-formula id="scirp.66734-formula698"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/20-1560285x10.png"  xlink:type="simple"/></disp-formula><p>In this situation, TU consumption increases and the surface of thiourea is deactivated due to the formation of the final sulfide in reaction number (4) (Arriagada and Garcia, [<xref ref-type="bibr" rid="scirp.66734-ref41">41</xref>] ; G&#246;nen, [<xref ref-type="bibr" rid="scirp.66734-ref42">42</xref>] ; Marsden and House, [<xref ref-type="bibr" rid="scirp.66734-ref43">43</xref>] ).</p><p>In the current paper, all samples are taken from the old dam of tailings of Ravanj flotation plant and it is observed that the combination of silver is in the form of silver sulfide or argentite and it is about 30 ppm.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Sample Characterization</title><p>The samples taken from wells are drilled by powder drilling machine (RC 100) in tailings damp are mixed and the representative sample is provided for analysis. Sieve analysis and mineralogical studies of these samples are illustrated in <xref ref-type="table" rid="table1">Table 1</xref>, <xref ref-type="table" rid="table2">Table 2</xref> and <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p><p>As it is shown in the table, calcite and dolomite have the highest percentage of minerals in this sample which shows the carbonate nature of tailing ore. These studies showed silver is lucked with galena and the liberation degree of silver was about 53 microns.</p></sec><sec id="s2_2"><title>2.2. Preparation and Experimental Procedure</title><p>Experiments were conducted in three dimensions, so that the samples were crushed by Laboratory wet rod mill (D = 16 cm, L = 35 cm) for 15, 20 and 25 minutes. The results are shown in <xref ref-type="table" rid="table3">Table 3</xref>.</p><p>The crush sample was divided into 500-g-smaller samples. All tests were done in Ravanj mine laboratory with its complete equipment. To reduce the pH, thiourea leaching should be done in acidic medium so 30%-sulfuric acid is used. At first, because the highest percentage of minerals in samples contain carbonate minerals so a heating stage up to 500˚C was performed in furnace before leaching process (Laboratory furnace 2.5 lit).</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Sieve analysis of representative sample from tailings of Ravanj flotation plant</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Fraction of Dimensions</th><th align="center" valign="middle" >Weight</th><th align="center" valign="middle"  rowspan="2"  >Weight Percentage (%)</th><th align="center" valign="middle" >Cumulative weight oversize</th><th align="center" valign="middle" >Cumulative weight undersize</th><th align="center" valign="middle" >Grade</th><th align="center" valign="middle" >Distribution</th></tr></thead><tr><td align="center" valign="middle" >(μm)</td><td align="center" valign="middle" >(gram)</td><td align="center" valign="middle" >(%)</td><td align="center" valign="middle" >(%)</td><td align="center" valign="middle" >(%)</td><td align="center" valign="middle" >(%)</td></tr><tr><td align="center" valign="middle" >212</td><td align="center" valign="middle" >11.9</td><td align="center" valign="middle" >6.24</td><td align="center" valign="middle" >6.24</td><td align="center" valign="middle" >93.76</td><td align="center" valign="middle" >15.5</td><td align="center" valign="middle" >5.2</td></tr><tr><td align="center" valign="middle" >-87</td><td align="center" valign="middle" >21.6</td><td align="center" valign="middle" >11.32</td><td align="center" valign="middle" >17.56</td><td align="center" valign="middle" >82.44</td><td align="center" valign="middle" >17.7</td><td align="center" valign="middle" >10.8</td></tr><tr><td align="center" valign="middle" >-50</td><td align="center" valign="middle" >27.8</td><td align="center" valign="middle" >14.57</td><td align="center" valign="middle" >32.13</td><td align="center" valign="middle" >67.87</td><td align="center" valign="middle" >19.8</td><td align="center" valign="middle" >15.6</td></tr><tr><td align="center" valign="middle" >-22</td><td align="center" valign="middle" >24</td><td align="center" valign="middle" >12.58</td><td align="center" valign="middle" >44.71</td><td align="center" valign="middle" >55.29</td><td align="center" valign="middle" >20.6</td><td align="center" valign="middle" >14</td></tr><tr><td align="center" valign="middle" >-53</td><td align="center" valign="middle" >105.5</td><td align="center" valign="middle" >55.29</td><td align="center" valign="middle" >100</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >18.2</td><td align="center" valign="middle" >54.4</td></tr><tr><td align="center" valign="middle" >total</td><td align="center" valign="middle" >190.8</td><td align="center" valign="middle" >100</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Mineralogical composition of representative sample from tailings of Ravanj flotation plant using XRD method</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Percent</th><th align="center" valign="middle" >Formula</th><th align="center" valign="middle" >Minerals</th></tr></thead><tr><td align="center" valign="middle" >32.2</td><td align="center" valign="middle" >CaCO<sub>3</sub></td><td align="center" valign="middle" >Calcite</td></tr><tr><td align="center" valign="middle" >19.8</td><td align="center" valign="middle" >CaMg(CO<sub>3</sub>)<sub>2</sub>/CaO・MgO・2CO<sub>2</sub></td><td align="center" valign="middle" >Dolomite</td></tr><tr><td align="center" valign="middle" >10.2</td><td align="center" valign="middle" >BaSO<sub>4</sub></td><td align="center" valign="middle" >Barite</td></tr><tr><td align="center" valign="middle" >12.3</td><td align="center" valign="middle" >SiO<sub>2</sub></td><td align="center" valign="middle" >Quartz</td></tr><tr><td align="center" valign="middle" >4.4</td><td align="center" valign="middle" >ZnS</td><td align="center" valign="middle" >Sphalerite</td></tr><tr><td align="center" valign="middle" >3.7</td><td align="center" valign="middle" >PbS</td><td align="center" valign="middle" >Galena</td></tr><tr><td align="center" valign="middle" >11.3</td><td align="center" valign="middle" >KAlSi<sub>3</sub>O<sub>8</sub></td><td align="center" valign="middle" >Microcline</td></tr><tr><td align="center" valign="middle" >6.1</td><td align="center" valign="middle" >K<sub>0.7</sub>Al<sub>2.1</sub>(Si,Al)<sub>4</sub>O<sub>10</sub>(OH)<sub>2</sub></td><td align="center" valign="middle" >Illite-2 ITM2 RG</td></tr></tbody></table></table-wrap><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Grinding time of sample from tailings of Ravanj flotation plant</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Particle diameter</th><th align="center" valign="middle"  rowspan="2"  >Grinding time (minute)</th></tr></thead><tr><td align="center" valign="middle" >d80 = μm</td></tr><tr><td align="center" valign="middle" >75</td><td align="center" valign="middle" >15</td></tr><tr><td align="center" valign="middle" >53</td><td align="center" valign="middle" >20</td></tr><tr><td align="center" valign="middle" >45</td><td align="center" valign="middle" >25</td></tr></tbody></table></table-wrap><fig id="fig1"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref></label><caption><title> Mineralogical analysis with thin section</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/20-1560285x11.png"/></fig><p>Main experiments were done in a beaker (1000 mL) with 40%-solid concentration and constant speed stirrer (200 rpm) on a hot plate with an adjustable temperature. To prevent the possible changes in pulp density occurrence (because of the solution evaporate) distilled water was added to pulp during the experiments. The pulp was mixed with sulfuric acid (30%) to reach pH 1. The time needed for each test was at least 2 hours. Silver extracted from solution was analyzed by the atomic absorption spectrophotometry (Thermo model iCE 3300GF) in high temperature. The extraction of Ag was also calculated by using grades and leach solution volume and residue leach weight resulted from the experiments after decomposing the TU complex with HNO<sub>3</sub> at high temperature.</p></sec><sec id="s2_3"><title>2.3. Design of Experiments</title><p>In order to evaluate effect of variables and their interaction DX7 software and statistical design of the experiment were used. The advantages of designing such statistical experiments are lower related cost and reduced number of experiments (Fatahi et al., [<xref ref-type="bibr" rid="scirp.66734-ref44">44</xref>] ; John Wiley &amp; Sons [<xref ref-type="bibr" rid="scirp.66734-ref45">45</xref>] ). In this research incomplete factorial designing is recruited with regard to relation N = 2<sup>n−1</sup> (N = number of tests, n = number of variables). These variables such as TU concentration and iron(III) sulfate concentration, temperature and dimension were checked in three levels (low, middle and high). <xref ref-type="table" rid="table4">Table 4</xref> shows the type and value of these factors. <xref ref-type="table" rid="table4">Table 4</xref> shows the type and value of the variable.</p></sec></sec><sec id="s3"><title>3. Results and Discussion</title><p>Leaching tests were designed and done based on four variables and three repeating experiments as center point. The <xref ref-type="table" rid="table5">Table 5</xref> shows the conditions and results of design in DX7.</p><p>The results show that the maximum recovery obtained in test number 5 in 80.8%. The following equation is obtained from a mathematical model that can predict the amount of silver recovery by putting different variables (Equation (5)). In this model, the recovery percentage is predicted considering the effective variables<sup>1</sup>:</p><disp-formula id="scirp.66734-formula699"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/20-1560285x13.png"  xlink:type="simple"/></disp-formula><p>In the above equation B = Fe<sub>2</sub>(SO<sub>4</sub>)<sub>3</sub> and C = Temperature<sup>2</sup>. By using ANOVA analysis, the effective factors are determined which are available in <xref ref-type="table" rid="table6">Table 6</xref>.</p><p>If the F-value of the variable is higher than F-value of the model, so it shows the high effect of that variable with confidence percentage of 95%. The results show that iron(III) sulfate concentration and temperature are effective on Ag recovery. The most effective factor on Ag recovery is iron(III) sulfate concentration. <xref ref-type="fig" rid="fig2">Figure 2</xref> shows the normal plot curve which confirmed statistical analysis.</p><p>The effect of iron(III) sulfate and temperature is shown in <xref ref-type="fig" rid="fig3">Figure 3</xref> and <xref ref-type="fig" rid="fig4">Figure 4</xref>. As can be seen in the figure, increasing the iron(III) sulfate concentration from 1 to 3 kg/m<sup>3</sup> leads to reduction of recovery from 73% to 57%. This reduction is due to the combination of some iron(III) sulfate with thiourea and reduction of thiourea concentration consequently. Solve this problem by adding new thiourea or reduce iron(III) sulfate concentration is possible. It seems optimizing iron(III) sulfate concentration to avoid increasing the cost more reasonable<sup>3</sup>.</p><p>Also Increasing temperature from 30˚C to 60˚C increased the silver recovery rate. Higher temperatures speed up decomposition of thiourea and if the main variables such as the concentration of Iron(III) sulfate and thiourea be appropriate thiourea will form a complex with silver normally.</p><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Coded and actual levels of independent variables used in factorial design</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  colspan="3"  >Coded variable level</th><th align="center" valign="middle"  rowspan="2"  >Unit</th><th align="center" valign="middle"  rowspan="2"  >symbol</th><th align="center" valign="middle"  rowspan="2"  >variable</th></tr></thead><tr><td align="center" valign="middle" >High</td><td align="center" valign="middle" >Center</td><td align="center" valign="middle" >Low</td></tr><tr><td align="center" valign="middle" >5</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >Kg/M<sup>3</sup></td><td align="center" valign="middle" >A</td><td align="center" valign="middle" >Thiourea</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >Kg/M<sup>3</sup></td><td align="center" valign="middle" >B</td><td align="center" valign="middle" >Fe<sub>2</sub>(SO<sub>4</sub>)<sub>3</sub></td></tr><tr><td align="center" valign="middle" >60</td><td align="center" valign="middle" >45</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >˚C</td><td align="center" valign="middle" >C</td><td align="center" valign="middle" >Temperature</td></tr><tr><td align="center" valign="middle" >75</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >45</td><td align="center" valign="middle" >μm</td><td align="center" valign="middle" >D</td><td align="center" valign="middle" >Size</td></tr></tbody></table></table-wrap><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Factorial design and experimental results thiourea leaching experiments</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >Response (%)</th><th align="center" valign="middle"  colspan="4"  >Actual level of variables</th><th align="center" valign="middle"  colspan="4"  >Coded level of variables</th><th align="center" valign="middle"  rowspan="2"  >Run No</th></tr></thead><tr><td align="center" valign="middle" >D</td><td align="center" valign="middle" >C</td><td align="center" valign="middle" >B</td><td align="center" valign="middle" >A</td><td align="center" valign="middle" >D</td><td align="center" valign="middle" >C</td><td align="center" valign="middle" >B</td><td align="center" valign="middle" >A</td></tr><tr><td align="center" valign="middle" >68.25</td><td align="center" valign="middle" >45</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >1</td></tr><tr><td align="center" valign="middle" >64.7</td><td align="center" valign="middle" >75</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >2</td></tr><tr><td align="center" valign="middle" >48.25</td><td align="center" valign="middle" >75</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >3</td></tr><tr><td align="center" valign="middle" >50.9</td><td align="center" valign="middle" >45</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >4</td></tr><tr><td align="center" valign="middle" >80.8</td><td align="center" valign="middle" >75</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >5</td></tr><tr><td align="center" valign="middle" >78.3</td><td align="center" valign="middle" >45</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >6</td></tr><tr><td align="center" valign="middle" >65.8</td><td align="center" valign="middle" >45</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >−1</td><td align="center" valign="middle" >7</td></tr><tr><td align="center" valign="middle" >62.4</td><td align="center" valign="middle" >75</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >8</td></tr><tr><td align="center" valign="middle" >70.2</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >45</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >9</td></tr><tr><td align="center" valign="middle" >69.6</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >45</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >10</td></tr><tr><td align="center" valign="middle" >70.8</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >45</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >11</td></tr></tbody></table></table-wrap><table-wrap id="table6" ><label><xref ref-type="table" rid="table6">Table 6</xref></label><caption><title> Results obtained from the ANOVA analysis</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Note</th><th align="center" valign="middle" >p-value prob ˃ F</th><th align="center" valign="middle" >F-value</th><th align="center" valign="middle" >Mean square</th><th align="center" valign="middle" >Df</th><th align="center" valign="middle" >Sum of squares</th><th align="center" valign="middle" >Source</th></tr></thead><tr><td align="center" valign="middle" >significant</td><td align="center" valign="middle" >&lt;0.0001</td><td align="center" valign="middle" >154.45</td><td align="center" valign="middle" >452.07</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >904.14</td><td align="center" valign="middle" >Model</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >&lt;0.0001</td><td align="center" valign="middle" >178.77</td><td align="center" valign="middle" >523.26</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >523.26</td><td align="center" valign="middle" >B-Fe<sub>2</sub>(So<sub>4</sub>)<sub>3</sub></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >&lt;0.0001</td><td align="center" valign="middle" >130.13</td><td align="center" valign="middle" >380.88</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >380.88</td><td align="center" valign="middle" >C-temp</td></tr><tr><td align="center" valign="middle" >significant</td><td align="center" valign="middle" >0.0026</td><td align="center" valign="middle" >20.74</td><td align="center" valign="middle" >60.71</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >60.71</td><td align="center" valign="middle" >Curvature</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >2.93</td><td align="center" valign="middle" >7</td><td align="center" valign="middle" >20.49</td><td align="center" valign="middle" >Residual</td></tr><tr><td align="center" valign="middle" >not significant</td><td align="center" valign="middle" >0.0856</td><td align="center" valign="middle" >10.98</td><td align="center" valign="middle" >3.95</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >19.77</td><td align="center" valign="middle" >Lack of Fit</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.36</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >0.72</td><td align="center" valign="middle" >Pure Error</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >985.34</td><td align="center" valign="middle" >Cor Total</td></tr></tbody></table></table-wrap><fig id="fig2"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref></label><caption><title> Half normal plot curve</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/20-1560285x14.png"/></fig><fig id="fig3"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref></label><caption><title> Influence of Fe<sub>2</sub>(So<sub>4 </sub>)<sub>3</sub> concentration on Ag recovery</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/20-1560285x15.png"/></fig><fig id="fig4"  position="float"><label><xref ref-type="fig" rid="fig4">Figure 4</xref></label><caption><title> Influence of temperature on Ag recovery</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/20-1560285x16.png"/></fig></sec><sec id="s4"><title>4. Conclusion</title><p>Mineralogical studies of representative sample from tailings of Ravanj flotation plant indicated silver was lucked with galena and showed that it contained 30 ppm silver and the highest percentage of minerals in it was carbonate minerals that increased the consumption of sulfuric acid. So acidic leaching would not be economical in these samples. For this reason, a heating stage up to 500˚C was performed before main tests. Modeling and optimization, results analysis and experiments design process were done by DX7 software. ANOVA results indicated that temperature increase and Iron(III) sulfate concentration decrease were the effective factors on the silver recovery. Maximum recovery of silver occurred in size of 75 microns with 1 kg/m<sup>3</sup> thiourea and 1 kg/m<sup>3</sup> iron(III) sulfate in 60˚C for 2 hours.</p></sec><sec id="s5"><title>Cite this paper</title><p>Bandehzadeh Masoud,Aryanimehr Amir,Rezai Bahram, (2016) Investigate of Effective Factors on Extraction of Silver from Tailings of Lead Flotation Plant Using Thiourea Leaching. World Journal of Engineering and Technology,04,305-312. doi: 10.4236/wjet.2016.42031</p></sec><sec id="s6"><title>NOTES</title></sec></body><back><ref-list><title>References</title><ref id="scirp.66734-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Wei, D.W., Chai, L.Y. and Ichino, R. (1999) Gold Leaching in an Alkaline Thiourea Solution. 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