<?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">AJAC</journal-id><journal-title-group><journal-title>American Journal of Analytical Chemistry</journal-title></journal-title-group><issn pub-type="epub">2156-8251</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ajac.2023.144011</article-id><article-id pub-id-type="publisher-id">AJAC-124643</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>
 
 
  Modeling of Fixed Bed Adsorption Column Parameters of Iron(II) Removal Using Ferrihydrite Coated Brick
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Oscar</surname><given-names>Allahdin</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>Eric</surname><given-names>Foto</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>Nicole</surname><given-names>Poumayé</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>Olga</surname><given-names>Biteman</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>Joseph</surname><given-names>Mabingui</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>Michel</surname><given-names>Wartel</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>UNESCO Chair “Water Management”, Lavoisier Hydrosciences Laboratory, University of Bangui, Bangui, Central African Republic</addr-line></aff><aff id="aff2"><addr-line>University of Lille 1, LASIR Laboratory (UMR CNRS 8516), Environmental Physicochemistry Research Group, Lille, France</addr-line></aff><pub-date pub-type="epub"><day>25</day><month>04</month><year>2023</year></pub-date><volume>14</volume><issue>04</issue><fpage>184</fpage><lpage>201</lpage><history><date date-type="received"><day>24,</day>	<month>January</month>	<year>2023</year></date><date date-type="rev-recd"><day>25,</day>	<month>April</month>	<year>2023</year>	</date><date date-type="accepted"><day>28,</day>	<month>April</month>	<year>2023</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>
 
 
  Fixed-bed operating experimental column conditions were studied to evaluate the performance of brick from Bangui Region (in Central African Republic), coated with iron oxyhydroxide (ferrihydrite) for the removal of iron(II) from aqueous solution. The prediction of theoretical breakthrough profiles using Bohart and Adams sorption model was employed to achieve characteristic parameters such as depth of exchange zone, time required for exchange zone to move vertically, moving rate for the exchange zone and adsorption capacity useful for fixed-bed column reactor was investigated under varying operating conditions. The effects of bed depth and flow rate on iron(II) adsorption were studied. Our finding revealed that the Brick from Bangui Region (in Central African Republic), coated with ferrihydrite was a very efficient media for the removal of Fe(II) ions from water. The experimental data showed that the depth and the moving rate (10.3 &#177; 0.6 cm) and (0.208 &#177; 0.006 cm/min) respectively of the exchange zone (adsorption zone) were independent of variability of the height of the adsorbent bed column, however the variations of the flow rate affect the moving rate of the exchange zone. The bed depth service time (BDST) model was used and permitted us to predict the service times of columns operated at various flow rates and bed depths and these predicted values were compared with the experimental values.
 
</p></abstract><kwd-group><kwd>Iron Oxyhydroxide-Coated Brick</kwd><kwd> Iron(II)-Adsorption</kwd><kwd> Column Study</kwd><kwd> Break-through Curve</kwd><kwd> BDST</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Iron contamination of ground water is widely observed in many countries in the world. There have been numerous reports on iron contamination making potable water increasingly readily unavailable in most countries, and this shortage is most dramatic in developing countries with rapid population growth. Iron is not considered a toxic metal, although its contamination constitutes a serious environmental issue. On the other hand iron(II) in water in contact with air oxygen, is easily oxidized into colloidal ferric oxides/hydroxides, water becomes yellow-ochre with time, making it inappropriate for consumption and for washing clothes [<xref ref-type="bibr" rid="scirp.124643-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref2">2</xref>] . This precipitation further worsens with time bacterial proliferation that causes bad tastes, bad odors and poses the greatest threat to human health.</p><p>75% of the subsoil in the CAR is of non-carbonated Precambrian formation, the layers resulting from cracks and faults in this type of subsoil are generally exceeded by a laterite cover, which can promote the loading of the layer by iron due to the slightly acid pH of the waters. The high iron contents were revealed by the intense leaching of the lateritic layers recognized in several areas of the country but also by the transformation of sulfides (pyrite, Fe<sub>2</sub>S) reported in the quartz formations of the basement.</p><p>The maximum level recommended for drinking water by the World Health Organization (WHO) is 0.3 mg/L and 0.2 mg/L by European Union respectively. This low guideline recommended for maximum iron content in drinking water explains the inconvenience caused by this metal in drinking water.</p><p>Moreover, numerous methods had been used in the past years in water purification processes, such as ion exchange on cationic exchange resins [<xref ref-type="bibr" rid="scirp.124643-ref1">1</xref>] ; oxidation precipitation by aeration [<xref ref-type="bibr" rid="scirp.124643-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref2">2</xref>] ; and adsorption [<xref ref-type="bibr" rid="scirp.124643-ref3">3</xref>] . Among them, the development of water treatment using adsorption processes receives major attention due to its low cost, simplicity and high efficiency.</p><p>To improve the quality of iron-contaminated waters, the low cost adsorbents for metal removals have often been preferred particularly, in case the support material (e.g. sand, brick, polymer and sepiolite) was coated with iron oxide/hydroxide [<xref ref-type="bibr" rid="scirp.124643-ref4">4</xref>] - [<xref ref-type="bibr" rid="scirp.124643-ref10">10</xref>] . The sorption performances of these coated materials were found to be dependent upon the quantity of deposited iron oxide/hydroxide; these coatings were higher (than on sands) on brick surfaces because of much greater specific areas due to the presence of metakaolinite [<xref ref-type="bibr" rid="scirp.124643-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref12">12</xref>] . Thus, it was recently shown that: 1) brick from Bangui region (in Central African Republic) possesses high sorption capacity for the removal of soluble iron from aqueous solutions [<xref ref-type="bibr" rid="scirp.124643-ref13">13</xref>] ; and 2) freshly precipitated ferric oxyhydroxides on HCl-activated brick contribute to increase significantly Fe(II)-adsorption properties on this material [<xref ref-type="bibr" rid="scirp.124643-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref15">15</xref>] ; 3) these cations (Cd<sup>2+</sup>, Cu<sup>2+</sup>, Fe<sup>2+</sup>, Ni<sup>2+</sup>, Pb<sup>2+</sup> and Zn<sup>2+</sup>) were preferentially sorbed by ferrihydrite, rather than other hydroxyl groups in brick clays; 4) adsorption properties of brick for the removal of these divalents cations suggesting the possible implication of electrostatic forces at the brick-water interface [<xref ref-type="bibr" rid="scirp.124643-ref16">16</xref>] .</p><p>The aim of this study is to investigate the column performance of iron oxyhydroxide-coated brick and the column operation parameters for the removal of iron(II) from an aqueous solution under dynamic process. Breakthrough studies were carried out to evaluate the performance of iron oxyhydroxide-coated brick in continuous fixed bed operation by varying the operating conditions, such as the flow rate and bed depth. The Bohart and Adams [<xref ref-type="bibr" rid="scirp.124643-ref17">17</xref>] equation was used for the estimation of the basic design parameters characterizing the performance of the dynamic process: such as depth of exchange zone, time required for exchange zone to move vertically, adsorption rate, and adsorption capacity. Theoretically, predicted data points of the column breakthrough curve obtained by using the BDST approach were compared against the experimental breakthrough curve determined in the dynamic process for an initial Fe(II) concentration of 10 mg/L.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Preparation of Iron Oxyhydroxydes Coated Brick</title><p>Several physical/chemical treatments described by [<xref ref-type="bibr" rid="scirp.124643-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref13">13</xref>] were carried out on the raw brick, briefly: 1) it was broken into grains and sieved to sizes ranging from 0.7 to 1.0 mm; 2) these particles were afterwards leached with a 6 M-HCl solution at 90˚C for 3 h; and 3) finally a deposition of FeOOH on to HCl-treated brick was performed by precipitation of iron(III) by using a 0.25M Fe<sup>3+</sup> ions solution with NaOH solutions (6 M and 1 M) at pH 7.</p></sec><sec id="s2_2"><title>2.2. Reagents</title><p>All chemicals used for the study were analytical grades of ferric nitrate [Fe(NO<sub>3</sub>)<sub>3</sub>, H<sub>2</sub>O], ferrous chloride [FeCl<sub>2</sub>, 4H<sub>2</sub>O], sodium hydroxide and hydrochloride acid supplied by DISLAB (France). The stock solutions of iron(III) (0.25 mol/L) and iron(II) (10 mg/L) were prepared by dissolving the corresponding salts in Milli-Q water before performing the experiments. It is worth noting that Fe<sup>2+</sup> ions initially present in the prepared solution (10 mg/L) remained at oxidation state II under our physicochemical conditions (pH ≈ 4.5; Eh = 347 mV vs Ag/AgCl ( (KCl) = 3 mol/L)); [O<sub>2</sub>] = 5.77 mg/L). Reference electrode has been calibrated whit a redox standard solution (Methrom U (mv) = +250 &#177; 5 (20˚ pH = 6.994)). The thermodynamic stability of ferrous ions in our solution was further confirmed theoretically by examining the pɛ-pH diagrams for the iron-water system [<xref ref-type="bibr" rid="scirp.124643-ref18">18</xref>] .</p></sec></sec><sec id="s3"><title>3. Instrumentations</title><sec id="s3_1"><title>3.1. MEB/ESEM/EDS Analyses</title><p>Microphotographies of representative brick specimens after precipitation of iron oxyhydroxide were recorded by using an environmental scanning electron microscope (ESEM, Quanta200 FEI). Different surface areas ranging from 0.5 to 3.5 mm<sup>2</sup> were targeted on brick grain sand examined by ESEM/EDS (ESEM, model: QUANTA-200-FEI, equipped with an Energy Dispersive X-Ray Spectrometer EDS X flash 3001 and monitored by QUANTA-400 software elaborated by Bruker). EDS measurements were carried out at 20 kV at low vacuum (1.00 Torr) and the maximum pulse throughput was 20 kcps. Micro-observations along different cross-sections of FeOOH-coated brick samples were also performed by ESEM/EDS.</p></sec><sec id="s3_2"><title>3.2. XRD Analyses</title><p>The powder X-ray diffraction (XRD) was performed by using a Bruker diffractometer (model: Endeavor D4) equipped with a PSD/Lynx Eye detector. The powdered sample was scanned from 10˚ to 8˚ 2θ with increments of 0.0157˚ 2θ and a number of 4456 steps using a Ni-CuKα radiation (the recording time was ≈ 7.2 h). The Cu tube operated at 35 kV and 30 mA. To detect good XRD diffractogram of 2-line ferrihydrite associated with brick, the fraction of brick particles with sizes ≤ 63 &#181;m was recovered and chemically treated according to the procedure described by [<xref ref-type="bibr" rid="scirp.124643-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref15">15</xref>] : A thinner powder was then used in this work to precipitate higher amounts of iron oxyhydroxides on to material surfaces.</p></sec><sec id="s3_3"><title>3.3. ICP-AES Analyses</title><p>ICP-AES (Inductively Coupled Plasma-Atomic Emission Spectroscopy; model Varian Pro Axial View) was used to analyze the soluble iron effluent samples that were collected from the exit of the bottom column at different time intervals.</p></sec><sec id="s3_4"><title>3.4. Fixed Bed Column Experiments</title><p>Continuous flow adsorption according to the experiments described by [<xref ref-type="bibr" rid="scirp.124643-ref13">13</xref>] : was conducted in a fixed-bed glass column with an inner diameter of 14 mm, a height of 30 cm, and a medium porosity sintered-pyrex disk at its bottom in order to prevent any loss of material. Four-bed depths of 10 cm (16 g), 15 cm (23 g), 20 cm (30 g), and 25 cm (38 g) were investigated at a constant flow rate of 10 mL/min, and a constant bed depth of 15 cm was examined at variable rates (3, 5, 8, and 10 mL/min). Before being used in the experiments, 500 ml of Milli-Q water was passed through the column for three reasons: 1) to remove any unbound and thin particles/iron oxides/hydroxides; 2) to check the absence of soluble iron at the outlet; and 3) to confirm the stability of the FeOOH coating on brick pellets. The initial iron(II) concentration of the influent was 10 mg/L. The schematic diagram of the fixed bed column reactor used is shown in (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p><p>Fe<sup>2+</sup> ions solution was pumped through the column at a desired flow rate by means of a peristaltic pump (Labo Moderne France Type KD1170) in a downflow mode. Depending upon our various study column experiments, measured pH was found to be around 4.5 in the influent and to vary in the effluent from 8.6 at the beginning to 5.5 at the end. Effluent samples were collected from the</p><p>exit of the bottom column at different time intervals and analyzed for soluble iron using ICP-AES (Inductively Coupled Plasma-Atomic Emission Spectroscopy; model Varian Pro Axial View). The flow to the column was continued until the effluent Fe(II) concentration at time t (C<sub>t</sub>) reached the influent Fe(II) concentration (C<sub>0</sub>): C<sub>t</sub>/C<sub>0</sub> ≈ 0.98. The performance of packed bed was described in the present work through the concept of the breakthrough curve. The shapes of the breakthrough curves observed during column experiments were studied at variable flow rates and bed depths, and mathematical models were applied to our system.</p></sec><sec id="s3_5"><title>3.5. Fixed Bed Mathematical Models</title><p>The breakthrough time (t<sub>b</sub>) corresponding to 5% of initial concentration, the time t50% corresponding to 50% of initial concentration and the exhaust time (t<sub>e</sub>) corresponding to the time required to achieve 90% of the inlet concentration were determined. The analysis of the breakthrough curve was done using two models, the prediction of theoretical breakthrough profiles [<xref ref-type="bibr" rid="scirp.124643-ref19">19</xref>] and the bed depth/service time (BDST) model [<xref ref-type="bibr" rid="scirp.124643-ref17">17</xref>] . The BDST model was extended to the prediction of breakthrough and exhaust times of the columns operated at different flow rates and also varied bed height once the slope at a given flow rate and bed height was determined.</p></sec></sec><sec id="s4"><title>4. Results and Discussion</title><sec id="s4_1"><title>4.1. Composition and Characterization of Ferrihydrite Coated Brick by ESEM/EDS</title><p>After deposition of ferrihydrite by precipitation of iron oxyhydroxides on the surface of brick grains according to the procedure described by [<xref ref-type="bibr" rid="scirp.124643-ref13">13</xref>] , the micro-observations along different cross-sections of FeOOH-coated brick samples show a deposition of the heterogeneous oxyhydroxides in plate form which is characteristic of gel drying (<xref ref-type="fig" rid="fig2">Figure 2</xref>(a)).</p><p>The profile analysis of the surface of a brick grain after precipitation over a distance of 100 μm (<xref ref-type="fig" rid="fig2">Figure 2</xref>(b)) shows that iron and silicon are anti-correlated while iron and aluminum are correlated (see <xref ref-type="fig" rid="fig2">Figure 2</xref>(c)).</p><p>This shows that the FeOOH deposited on the grains of the brick adsorbs preferentially on metakaolinite and little on quartz.</p></sec><sec id="s4_2"><title>4.2. Composition and Characterization of FeOOH Coated Brick by XRD</title><p>The raw brick obtained from Bangui region in Central African Republic used in this study was previously characterized by X-ray diffraction and chemical analysis as described before [<xref ref-type="bibr" rid="scirp.124643-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref14">14</xref>] Average mineralogical composition was found to be: 61 - 65 wt% quartz; 21 - 25 wt% metakaolinite; 3 - 4 wt%; illite; ≤ 4 wt%; iron oxides/hydroxides; and ≤2 wt% feldspar + mica + biotite. The XRD analyses of FeOOH-coated brick have been extensively reported in previous studies [<xref ref-type="bibr" rid="scirp.124643-ref13">13</xref>] It shows in the diffractogram of iron oxyhydroxides coated brick two broad maxima at 34˚and 61˚ 2θ corresponding to d-spacings of 1.52˚A and 2.63˚A, typical of two-line ferrihydrite (<xref ref-type="fig" rid="fig3">Figure 3</xref>).</p></sec><sec id="s4_3"><title>4.3. Behavior of the Adsorption Column</title><p>During the crossing of the column, iron(II) ions are adsorbed on the fixed bed and the solution is exhausted. The iron(II) metal ions in solution are adsorbed at the first adsorbent layer called the exchange zone. During the time t &lt; t<sub>b</sub>, the outlet concentration of the iron(II) is almost zero. The exchange zone becomes saturated and the exchange zone progressively moves slowly towards the bottom of the adsorbent bed (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Finally, the exchange zone will reach the bottom of the column at t = t<sub>b</sub> and the solute concentration in the outlet effluent begins to increase at t &gt; t<sub>b</sub> and reaches its initial value at t = t<sub>e</sub>.</p><p>In order to bring out the fixed bed column, several parameters influencing the breakthrough time were performed to determine the optimal operating conditions of treatment using ferrihydrite-coated brick fixed bed column.</p></sec></sec><sec id="s5"><title>5. Evaluation of the Maximum Capacity of the Fixed Bed</title><p>The maximum capacity that represents the total efficiency of a fixed bed can be calculated experimentally using Equation (1):</p><p>Q t o t a l = F 1000 ∫ t = 0 t = t t o t a l ( C a d s d t ) (1)</p><p>where Q<sub>total</sub> is the maximum quantity of iron(II) adsorbed by the fixed bed (mg), F is the flow rate (mL∙min<sup>−</sup><sup>1</sup>), C<sub>ads</sub> is the adsorbed iron(II) concentration (mg∙L<sup>−</sup><sup>1</sup>) and t is the time (min).</p><p>The maximum capacity of the column fixed bed was calculated using Equation (2).</p><p>Q max = Q t o t a l m b r i c k (2)</p><p>where m<sub>brick</sub> represented the total dry weight of ferrihydrite-coated brick inside the column.</p><p>Total removal percent of iron(II) of the column fixed bed was defined using Equation (3)</p><p>Y % = Q t o t a l 100 m s o l u t e t o t a l (3)</p><p>where is the total amount of iron(II) passed through the column during the experiment, it was calculated from the Equation (4):</p><p>m s o l u t e t o t a l = C 0 F t t o t a l 1000 (4)</p><sec id="s5_1"><title>5.1. Effect of Flow Rate</title><p>To obtain the fixed bed maximum capacities, the effect of ﬂow rate was investigated at a constant bed height of 15 cm. It can be seen in (<xref ref-type="fig" rid="fig4">Figure 4</xref>) the plots of comparative normalized iron(II) concentration, C<sub>t</sub>/C<sub>0</sub>, against the time passed through a 14 mm diameter column of the modiﬁed brick at different ﬂow rates. Also, from the plots in (<xref ref-type="fig" rid="fig4">Figure 4</xref>) sorption data were assessed, and particularly, amount of total iron-sorbed, maximum iron uptake per gram of brick and total removal percent with respect to volumetric ﬂow rate are listed in <xref ref-type="table" rid="table1">Table 1</xref>.</p><p>As a whole, it was noticed mainly three features: 1) metal-uptake values remained relatively constant with ﬂow rate (0.338 &#177; 0.010 mg/g for F = 3 - 10 mL/min); 2) sharper breakthrough curves were obtained at higher ﬂow rates (the ∆c/∆t ratio which is deﬁned in <xref ref-type="table" rid="table1">Table 1</xref>, varied from 0.069 mg/L min for F = 3</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Column data and parameters obtained for iron(II) ions adsorption on ferrihydrite coated brick in water at various bed depths and flow rates. The subscripts “b” and “e” corresponded to the words “breakthrough” and “exhaustive”</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Bed deph (Z) cm</th><th align="center" valign="middle" >Brick mass g</th><th align="center" valign="middle" >Flow rate (F) ml/min</th><th align="center" valign="middle" >Uptake (Q<sub>exp</sub>) mg/g</th><th align="center" valign="middle" >t<sub>b</sub> min</th><th align="center" valign="middle" >V<sub>b</sub> ml</th><th align="center" valign="middle" >t<sub>50%</sub> min</th><th align="center" valign="middle" >t<sub>e</sub> min</th><th align="center" valign="middle" >V<sub>e</sub> ml</th><th align="center" valign="middle" >∆t min</th><th align="center" valign="middle" >∆ (C<sub>t</sub>)/∆t mg/l/min</th></tr></thead><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >16</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >0.344</td><td align="center" valign="middle" >33</td><td align="center" valign="middle" >326</td><td align="center" valign="middle" >46</td><td align="center" valign="middle" >80.7</td><td align="center" valign="middle" >792</td><td align="center" valign="middle" >48</td><td align="center" valign="middle" >0.18</td></tr><tr><td align="center" valign="middle"  rowspan="4"  >15</td><td align="center" valign="middle"  rowspan="4"  >25</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >0.299</td><td align="center" valign="middle" >50</td><td align="center" valign="middle" >504</td><td align="center" valign="middle" >66</td><td align="center" valign="middle" >100</td><td align="center" valign="middle" >1000</td><td align="center" valign="middle" >50</td><td align="center" valign="middle" >0.174</td></tr><tr><td align="center" valign="middle" >7</td><td align="center" valign="middle" >0.299</td><td align="center" valign="middle" >73</td><td align="center" valign="middle" >507</td><td align="center" valign="middle" >96</td><td align="center" valign="middle" >144</td><td align="center" valign="middle" >1007</td><td align="center" valign="middle" >71</td><td align="center" valign="middle" >1.132</td></tr><tr><td align="center" valign="middle" >5</td><td align="center" valign="middle" >0.306</td><td align="center" valign="middle" >105</td><td align="center" valign="middle" >522</td><td align="center" valign="middle" >129</td><td align="center" valign="middle" >241</td><td align="center" valign="middle" >1201</td><td align="center" valign="middle" >136</td><td align="center" valign="middle" >0.071</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >0.346</td><td align="center" valign="middle" >151</td><td align="center" valign="middle" >452</td><td align="center" valign="middle" >21</td><td align="center" valign="middle" >306</td><td align="center" valign="middle" >915</td><td align="center" valign="middle" >155</td><td align="center" valign="middle" >0.069</td></tr><tr><td align="center" valign="middle" >15</td><td align="center" valign="middle" >23</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >0.328</td><td align="center" valign="middle" >50</td><td align="center" valign="middle" >504</td><td align="center" valign="middle" >66</td><td align="center" valign="middle" >100</td><td align="center" valign="middle" >1000</td><td align="center" valign="middle" >50</td><td align="center" valign="middle" >0.174</td></tr><tr><td align="center" valign="middle" >20</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >0.336</td><td align="center" valign="middle" >78</td><td align="center" valign="middle" >753</td><td align="center" valign="middle" >98</td><td align="center" valign="middle" >132</td><td align="center" valign="middle" >1278</td><td align="center" valign="middle" >54</td><td align="center" valign="middle" >0.162</td></tr><tr><td align="center" valign="middle" >25</td><td align="center" valign="middle" >38</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >0.334</td><td align="center" valign="middle" >110</td><td align="center" valign="middle" >1008</td><td align="center" valign="middle" >124</td><td align="center" valign="middle" >164</td><td align="center" valign="middle" >1502</td><td align="center" valign="middle" >54</td><td align="center" valign="middle" >0.174</td></tr></tbody></table></table-wrap><p>mL/min to 0.174 mg/L min for F = 10 mL/min); and 3) the breakpoint time (t<sub>b</sub>) decreased with increasing ﬂow rates and at a constant mass of brick inside the column: m = 23.4 &#177; 0.4 g (from t<sub>b</sub> = 151 min for F = 3 mL/min to t<sub>b</sub> = 50 min for F = 10 mL/min). It should further be noted that a better Fe(II) adsorption performance of the study brick was obtained at the lowest ﬂow rates, due to higher residence time.</p></sec><sec id="s5_2"><title>5.2. Effect of Bed Height</title><p>The breakthrough curves of iron(II) adsorption which were obtained in a 14 mm diameter column at different bed heights with a constant flow rate of 10 mL/min are given in (<xref ref-type="fig" rid="fig5">Figure 5</xref>). For this column (14 mm diameter), the bed height was about 10, 15, 20 and 25 cm, which corresponded to brick masses of 16, 23, 30, 38 g, respectively.</p><p>It was found that a higher bed height or an increase in adsorbent weight inside the column led to higher quantities of adsorbed Fe(II) in the column reported in <xref ref-type="table" rid="table1">Table 1</xref>, due to the involvement of more adsorption brick sites in interaction with the effluent. Obviously, the maximum capacity of iron-uptake per gram of brick remained relatively constant with increasing bed height (as reported in <xref ref-type="table" rid="table1">Table 1</xref>). This result could be attributed to the number of up-take sites per gram of brick which remained constant when increasing bed height.</p></sec><sec id="s5_3"><title>5.3. Evaluation of Basic Design Parameters of Adsorption Column</title><p>The time required for the exchange zone to move the length of its own height up/down the column (t<sub>z</sub>) once it has become established is [<xref ref-type="bibr" rid="scirp.124643-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref19">19</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref20">20</xref>] :</p><p>t z = V s F (5)</p><p>where Vs is the total volume (mL) of water treated between t<sub>b</sub> and t<sub>e</sub> and F is the</p><p>flow rate (mL∙min<sup>−</sup><sup>1</sup>).</p><p>The time required for the exchange zone to become established and move completely out of the bed (t<sub>e</sub>) is:</p><p>t e = V e F (6)</p><p>where Ve is the total volume of iron(II) spiked water treated to the point of exhaustion (L).</p><p>The rate at which the adsorption zone is moving up and down through the bed is:</p><p>U Z = h Z t Z = h t e − t f (7)</p><p>where h<sub>z</sub> is the height of exchange zone (cm); h is the total bed depth (cm); t<sub>f</sub> is the time (min) required for the adsorption zone to form initially.</p><p>The expression for the height of the exchange zone (h<sub>z</sub>) is:</p><p>h Z = h ( t Z ) t e − t f (8)</p><p>The value of t<sub>f</sub><sub> </sub>can be calculated as:</p><p>t f = ( 1 − f ) t Z (9)</p><p>where f is the fraction of iron(II) adsorbed when the adsorption zone is completely saturated after equilibrium, is given by:</p><p>f = S Z S max = ∫ V b V e ( C 0 − C t ) d V C 0 ( V e − V b ) (10)</p><p>where C<sub>0</sub> is the initial concentration of iron(II) in water (mg/L); C<sub>t</sub> is the concentration of solute iron(II) at any instant in the effluent (mg/L); V<sub>b</sub> is the total volume of iron(II) spiked water treated to the point of breakthrough (L); S<sub>z</sub> is the amount of iron(II) that has been removed by the adsorption zone from breakthrough to exhaustion (mg) and S<sub>max</sub> is the amount of iron(II) removed by adsorption zone if completely exhausted (mg).</p><p>The percentage of total column bed saturated at breakthrough is:</p><p>% s a t u r a t i o n = h + ( f − 1 ) h Z h &#215; 100 (11)</p><p>It was noted that the moving rate of the exchange zone (U<sub>Z</sub>) increases with the flow rate. U<sub>Z</sub> ranges from 0.072 to 0.214 cm/min when the flow rate increases from 3 to 10 ml/min (<xref ref-type="table" rid="table2">Table 2</xref>). These values are in agreement with the experimentally determined ratio Δ(C<sub>t</sub>)/Δt which decreases with the flow rate. On the other hand, it shows in <xref ref-type="table" rid="table2">Table 2</xref> that the height of the exchange zone remains almost constant at all the rates of the filtration. Therefore it was found that the exchange zone does not depend on the height of the fixed bed and the filtration rate but probably on the affinity of the solute with the adsorbent. The variation</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Design Parameters for fixed bed column applied to Fe<sup>2+</sup> ions adsorption on ferrihydrite coated brick in water at various bed depths and flow rates</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Bed depth cm</th><th align="center" valign="middle" >Flow rate (F) ml/min</th><th align="center" valign="middle" >U<sub>Z</sub> cm/min</th><th align="center" valign="middle" >t<sub>z</sub> min</th><th align="center" valign="middle" >h<sub>z</sub> cm</th><th align="center" valign="middle" >t<sub>f</sub> min</th><th align="center" valign="middle" >t<sub>e</sub> min</th><th align="center" valign="middle" >% saturation</th></tr></thead><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >0.2</td><td align="center" valign="middle" >46.6</td><td align="center" valign="middle" >9.3</td><td align="center" valign="middle" >29.2</td><td align="center" valign="middle" >79.2</td><td align="center" valign="middle" >41.59</td></tr><tr><td align="center" valign="middle"  rowspan="4"  >15</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >0.072</td><td align="center" valign="middle" >154.12</td><td align="center" valign="middle" >11.03</td><td align="center" valign="middle" >95.39</td><td align="center" valign="middle" >304.92</td><td align="center" valign="middle" >54.47</td></tr><tr><td align="center" valign="middle" >5</td><td align="center" valign="middle" >0.112</td><td align="center" valign="middle" >84.77</td><td align="center" valign="middle" >9.45</td><td align="center" valign="middle" >54.65</td><td align="center" valign="middle" >189.14</td><td align="center" valign="middle" >59.36</td></tr><tr><td align="center" valign="middle" >7</td><td align="center" valign="middle" >0.149</td><td align="center" valign="middle" >71.53</td><td align="center" valign="middle" >10.65</td><td align="center" valign="middle" >43.17</td><td align="center" valign="middle" >143.91</td><td align="center" valign="middle" >57.15</td></tr><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >0.214</td><td align="center" valign="middle" >49.66</td><td align="center" valign="middle" >10.63</td><td align="center" valign="middle" >29.96</td><td align="center" valign="middle" >100.02</td><td align="center" valign="middle" >57.23</td></tr><tr><td align="center" valign="middle" >15</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >0.210</td><td align="center" valign="middle" >49.600</td><td align="center" valign="middle" >10.600</td><td align="center" valign="middle" >30.0</td><td align="center" valign="middle" >100.000</td><td align="center" valign="middle" >57.230</td></tr><tr><td align="center" valign="middle" >20</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >0.21</td><td align="center" valign="middle" >52.5</td><td align="center" valign="middle" >10.8</td><td align="center" valign="middle" >30.7</td><td align="center" valign="middle" >127.8</td><td align="center" valign="middle" >68.29</td></tr><tr><td align="center" valign="middle" >25</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >0.21</td><td align="center" valign="middle" >49.4</td><td align="center" valign="middle" >10.4</td><td align="center" valign="middle" >31.6</td><td align="center" valign="middle" >150.2</td><td align="center" valign="middle" >73.31</td></tr></tbody></table></table-wrap><p>of the percentage of saturation as a function of the flow rate is not significant to affirm an influence of the variation of flow rate on the height of the exchange zone.</p><p>The mathematical evaluation of the basic adsorption column design parameter using various bed heights permitted us to show that the moving of the adsorption zone in the adsorbent bed is independent of the bed height and remained constant (U<sub>Z</sub> = 0.208 &#177; 0.006) cm/min when increasing bed height. The values of U<sub>Z</sub> are close to those experimentally obtained for the ratio Δ(C<sub>t</sub>)/Δt between the breakthrough time (t<sub>b</sub>) and the exhaustive time (t<sub>e</sub>). This ratio also remains constant and equals 0.17 &#177; 1 mg/l/min and corresponds to the variation of the concentration of iron(II) adsorbed on the support per unit of time.</p><p>It was found when the bed heights of column increased to 10 from 25 cm, the height of the exchange zone in the column also remains constant, h<sub>Z</sub> = 10.3 &#177; 0.6 cm.</p><p>The time required for the adsorption zone to move vertically up the column (t<sub>Z</sub>) and the time required for the adsorption zone to become totally saturated were also constant (see <xref ref-type="table" rid="table2">Table 2</xref>), in agreement with the moving rate and the height of the adsorption zone which were invariable when the heights of column bed varied from 10 to 25 cm Between the breakthrough time (t<sub>b</sub>) and the exhaustive time (t<sub>e</sub>) when the heights of column bed varied to 10 from 25 cm, the percentage of the total column saturation at breakthrough varied from 41.59 to 73.31. This increase of the saturation percentage is in agreement with the theoretical data from Equation (3).</p></sec><sec id="s5_4"><title>5.4. Prediction of Service Times of Columns, Using the BDST and Comparison with the Experimentally Obtained Service Times</title>Bed Depth Service Time (BDST)<p>A number of mathematical models have been developed for use in design. Some investigators attempted to simulate column performances by testing mathematical models from data collected during laboratory experiments in order to design pilot-scale columns [<xref ref-type="bibr" rid="scirp.124643-ref21">21</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref22">22</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref23">23</xref>] with mathematical models. Among them, differential Bohart-Adams equations [<xref ref-type="bibr" rid="scirp.124643-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.124643-ref25">25</xref>] were successfully applied to liquid-solid systems by accounting for the dynamics of the study adsorption process. Briefly, the decrease with time of the adsorption capacity, “No”, of the adsorbent was found to be proportional to the adsorption rate, K<sub>ads</sub>, as follows:</p><p>∂ N 0 ∂ t = k a d s N 0 C (12)</p><p>Hutchins [<xref ref-type="bibr" rid="scirp.124643-ref26">26</xref>] proposed a simplified equation based on the above surface-reaction-rate theory proposed by Bohart and Adams (1920): it was presented as a linear relationship between the column bed depth (Z (cm)) and the service time (t (min)):</p><p>t = N 0 C 0 υ Z − 1 k a d s C 0 ln ( C 0 C t − 1 ) (13)</p><p>where N<sub>0</sub> represented the dynamic bed capacity (mg/L); ν was the linear flow rate (cm/min) which was defined as the ratio of the volumetric flow rate F (cm<sup>3</sup>/min) to the cross-sectional area of the bed, S (cm<sup>2</sup>); K<sub>ads</sub>. was the adsorption rate constant (L/mg min); and C<sub>0</sub> and C<sub>t</sub> corresponded to the influent Fe<sup>2+</sup> concentration and the effluent Fe<sup>2+</sup> concentration at time t, respectively.</p><p>At a time (t<sub>50%</sub>) at which Fe(II) concentration in the effluent reached 50% of the influent Fe(II) concentration, BDST Equation (14) can be simplified as:</p><p>t 50 % = N 0 Z C 0 υ (14)</p><p>The critical column height (Z<sub>0</sub>) is the minimum column height necessary to produce C<sub>t</sub> &lt; C<sub>5%</sub> of the initial concentration of the effluent.</p><p>The time t = 0 was determined in Equation (13).</p><p>Z 0 = υ k a d s N 0 ln ( C 0 C 0.05 − 1 ) (15)</p><p>During the experiments, three particular values of the service time were studied: t<sub>b</sub>, t<sub>50%</sub> and t<sub>e</sub>, which correspond to 5%, 50%, and 90% of initial concentration in the effluent at the outlet of the column. The variation of these three service times V<sub>s</sub> the height of the bed column permitted us to get three lines in agreement with the Hutchins equation (<xref ref-type="fig" rid="fig6">Figure 6</xref>). Which showed the depth vs service time for t<sub>b</sub> = 0.5%, t<sub>50%</sub> = 50% and t<sub>e</sub> = 90% saturation of the columns. The equations and correlation coefficients of these lines are as follows:</p><p>t b = 5.18 Z − 22.9 , R 2 = 0.98 (16)</p><p>t 50 % = 5.38 Z − 7 , R 2 = 0.98 (17)</p><p>t e = 5.62 Z + 20.9 , R 2 = 0.98 (18)</p><p>From the slopes these lines t<sub>b</sub> and t<sub>e</sub> are parallel and the horizontal distance</p><p>between the lines was found to be 10.71 cm. This horizontal distance is the height of the exchange zone in agreement with theoretically value that was averaged to be 10.3 &#177; 0.6 cm (<xref ref-type="table" rid="table2">Table 2</xref>).</p><p>The slopes of these 3 lines are similar and allow from Equation (13) to calculate from the 3 times (t<sub>b</sub>, t<sub>50%</sub> and t<sub>e</sub>) an average value of dynamic capacity N<sub>0</sub>: 345 &#177; 15 mg/L. The minimum column height (Z<sub>0</sub>) necessary to produce an effluent concentration of C<sub>t</sub> &lt; C5% was showed in <xref ref-type="table" rid="table3">Table 3</xref>. It can be seen Z<sub>0</sub> remained nearly constant at a given flow rate of 10 mL/min and at bed height varying from 10 to 25 cm. This meant that Fe(II) adsorption onto brick pellets ought to be efficient only if studied bed heights Z was &gt;Z<sub>0</sub>.</p><p>From this value N<sub>0</sub>, the adsorption constant K<sub>ads</sub> can be reached. This constant calculated from the different times t<sub>b</sub> increases slightly with the height of the bed (<xref ref-type="table" rid="table3">Table 3</xref>). The reason for weak increases observed for K<sub>ads</sub> might be due to physical column parameters like wall effects.</p><p>By plotting the variations of t<sub>b</sub>, t<sub>50%</sub>, and t<sub>e</sub> Vs 1/ʋ with the ʋ was a linear rate in cm/min of liquid flow calculated from the flow rate (<xref ref-type="fig" rid="fig7">Figure 7</xref>).</p><p>t e = 304.75 x + 3.351 , R 2 = 0.92 (19)</p><p>t 50 % = 405.8 x + 1.2612 , R 2 = 0.99 (20)</p><p>t b = 625.39 x + 9.8837 , R 2 = 0.98 (21)</p><p>Regression coefficient values: show that the results obtained are well representative of Equation (14). From the slope and the intercept these parameters N<sub>0</sub>, K<sub>ads</sub> and Z<sub>0</sub> were calculated and shown in <xref ref-type="table" rid="table3">Table 3</xref>.</p><p>By taking into account the values of the initial concentration and linear rates of filtration, the dynamic bed capacity was found to be N<sub>0</sub> = 335 mg/l. This value is very close to N<sub>0</sub> obtained by varying the height of the bed, i.e. N<sub>0</sub> = 345 mg/l. The adsorption rate constant K<sub>ads</sub> does not change significantly with the rate and is 32.4 &#177; 2 mL/(mg/min). The critical bed depth, Z<sub>0</sub>, increased from 0.83 to 3.25</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Parameters predicted from BDST model applied to Fe<sup>2+</sup> ions adsorption on ferrihydrite coated brick in water at various bed depths and flow rate</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Bed depth (h) cm</th><th align="center" valign="middle" >Brick mass (m) g</th><th align="center" valign="middle" >Flow rate (F) ml/min</th><th align="center" valign="middle" >N<sub>0</sub> mg/L</th><th align="center" valign="middle" >K<sub>ads</sub> mL/(mg min)</th><th align="center" valign="middle" >Z<sub>0</sub> cm</th><th align="center" valign="middle" >R<sup>2</sup></th></tr></thead><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >16</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >345</td><td align="center" valign="middle" >16.3</td><td align="center" valign="middle" >3.96</td><td align="center" valign="middle" >0.988</td></tr><tr><td align="center" valign="middle"  rowspan="4"  >15</td><td align="center" valign="middle" >23.0</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >335</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >3.25</td><td align="center" valign="middle"  rowspan="4"  >0.999</td></tr><tr><td align="center" valign="middle" >23.8</td><td align="center" valign="middle" >7</td><td align="center" valign="middle" >335</td><td align="center" valign="middle" >34.1</td><td align="center" valign="middle" >1.7</td></tr><tr><td align="center" valign="middle" >23.1</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >335</td><td align="center" valign="middle" >33.9</td><td align="center" valign="middle" >1.19</td></tr><tr><td align="center" valign="middle" >23.1</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >335</td><td align="center" valign="middle" >31.5</td><td align="center" valign="middle" >0.89</td></tr><tr><td align="center" valign="middle" >15</td><td align="center" valign="middle" >23</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >345</td><td align="center" valign="middle" >17.8</td><td align="center" valign="middle" >4.04</td><td align="center" valign="middle" >0.988</td></tr><tr><td align="center" valign="middle" >20</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >345</td><td align="center" valign="middle" >19.2</td><td align="center" valign="middle" >3.92</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >25</td><td align="center" valign="middle" >38</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >345</td><td align="center" valign="middle" >25.8</td><td align="center" valign="middle" >3.88</td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><p>cm with increased flow rate from 3 to 10 mL/min at a given bed height of 15 cm. The Fe(II) adsorption onto brick was efficient because bed heights Z &gt; Z<sub>0</sub>.</p><p>To compare, the experimental data shows that the values of height of the exchange zone was in agreement with theoretical data using BDST model. Both curves revealed a good correlation for the treated iron system.</p></sec></sec><sec id="s6"><title>6. Conclusion</title><p>In this study, an investigation was carried out in the laboratory to evaluate the Fe(II) adsorption on ferrihydrite-coated brick in fixed bed column. Microscopic analyses (ESEM/EDS) of this adsorbent were carried out and its data permitted us to show the ferrihydrite bound to surface brick and identified as two-line ferrihydrite by XRD as the key adsorbent in the process. Our finding further revealed that these natural brick materials could also be used efficiently for Fe(II) removal. It was found that the Fe(II) adsorption was to be dependent upon the flow rate and bed depth in fixed bed columns. However, the basic parameters such as 1) moving rate of exchange zone increases when increasing the flow rate in the bed column and does not depend on column bed heights, 2) the height of exchange zone remains constant when increasing the flow rate and the bed height. The BDST model was used to evaluate the column capacity, and breakthrough data predictions and the evaluation of the column parameters gave results that showed good agreement with experimental results., These adsorptive properties should be explored for water-treatment technologies at low cost in Central African Republic since brick is easily available and cheap in this country.</p></sec><sec id="s7"><title>Acknowledgements</title><p>This study is partly funded by the “Agence de l’Eau Artois-Picardie”, the “Region Nord Pas-de-Calais”, and the “city of Villeneuve d’Ascq”. These investigations were undertaken successfully owing to the cooperation between the University of Lille1 (France) and the University of Bangui (Central African Republic). This collaboration (being still underway) and the Grant-in-Aid to Mr. O. Allahdin in a post-doctoral position have been financially supported by the Embassy of France to Bangui.</p></sec><sec id="s8"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s9"><title>Cite this paper</title><p>Allahdin, O., Foto, E., Poumay&#233;, N., Biteman, O., Mabingui, J. and Wartel, M. (2023) Modeling of Fixed Bed Adsorption Column Parameters of Iron(II) Removal Using Ferrihydrite Coated Brick. 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