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<article article-type="research-article" dtd-version="3.0" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">GYA</journal-id>
			<journal-title-group>
				<journal-title>Grasas y Aceites</journal-title>
			</journal-title-group>
			<issn pub-type="epub">0017-3495</issn>
			<publisher>
				<publisher-name>Consejo Superior de Investigaciones Cientificas</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="publisher-id">GYA2013121_e120-0498151</article-id>
			<article-id pub-id-type="doi">10.3989/gya.0498151</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Articles</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Ultrafiltration-based degumming of crude rice bran oil using a polymer membrane</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Desgomado de aceite de salvado de arroz crudo usando ultrafiltraci&#x00F3;n con membrana polim&#x00E9;rica</trans-title>
				</trans-title-group>
				<alt-title alt-title-type="running-head">Ultrafiltration-based degumming of crude rice bran oil using a polymer membrane</alt-title>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author" corresp="yes">
					<name>
						<surname>Sehn</surname>
						<given-names>G.A.R.</given-names>
					</name>
					<xref ref-type="corresp" rid="cor1">&#x002A;</xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Gon&#x00E7;alves</surname>
						<given-names>L.A.G.</given-names>
					</name>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Ming</surname>
						<given-names>C.C.</given-names>
					</name>
				</contrib>
			</contrib-group>
			<aff>Department of Food Technology, School of Food Engineering, University of Campinas. Rua Monteiro Lobato 80, Zip code: 13083-862, Campinas, SP, Brazil</aff>
			<author-notes>
				<corresp id="cor1"><label>&#x002A;</label>Corresponding author: <email xlink:href="georgia.sehn@gmail.com">georgia.sehn@gmail.com</email>
				</corresp>
			</author-notes>
			<pub-date pub-type="epub">
				<day>31</day>
				<month>03</month>
				<year>2016</year>
			</pub-date>
			<pub-date pub-type="collection">
				<year>2016</year>
			</pub-date>
			<volume>67</volume>
			<issue>1</issue>
			<elocation-id content-type="doi">10.3989/gya.0498151</elocation-id>
			<history>
				<date date-type="received">
					<day>27</day>
					<month>04</month>
					<year>2015</year>
				</date>
				<date date-type="accepted">
					<day>21</day>
					<month>09</month>
					<year>2015</year>
				</date>
			</history>
			<permissions>
				<copyright-statement>&#x00A9; 2016 CSIC</copyright-statement>
				<copyright-year>2016</copyright-year>
				<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by-nc/3.0/">
					<license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial (by-nc) Spain 3.0 License.</license-p>
				</license>
			</permissions>
			<abstract>
				<title>SUMMARY</title>
				<p>Membrane technology has been gaining momentum in industrial processes, especially in food technology. It is believed to simplify processes, reduce energy consumption, and eliminate pollutants. The objective was to study the performance of polyvinylidene fluoride (PVDF) and polyethersulfone (PES) polymeric membranes in the degumming of the miscella of crude rice bran oil by using a bench-scale tangential filtration module. In addition, oil miscella filtration techniques using hexane and anhydrous ethyl alcohol solvents were compared. All membranes showed the retention of phospholipids and high flow rates. However, the best performance was observed using the 50-kDa PVDF membrane in miscella hexane solvent, with a 95.5% retention of the phosphorus concentration (by a factor of 1.4), resulting in a permeate with 29 mg&#x00B7;kg<sup>&#x2212;1</sup> of phosphorus and an average flow rate of 48.1 L&#x00B7;m<sup>&#x2212;2</sup>&#x00B7;h<sup>&#x2212;1</sup>. This technology can be used as a low-pollution, economical alternative for the de-gumming of crude rice bran oil, being effective in the removal of hydratable and non-hydratable phospholipids, resulting in oils with a low phosphorus content.</p>
				</abstract>
				<trans-abstract xml:lang="es">
				<title>RESUMEN</title>
				<p><italic>
						<bold>Desgomado de aceite de salvado de arroz crudo usando ultrafiltraci&#x00F3;n con membrana polim&#x00E9;rica</bold>
					</italic>. La tecnolog&#x00ED;a de membrana ha ido ganando impulso en los procesos industriales, especialmente en tecnolog&#x00ED;a de los alimentos. Se piensa que simplifica los procesos, reduce el consumo de energ&#x00ED;a, y elimina contaminantes. El objetivo fu&#x00E9; estudiar el rendimiento de las membranas polim&#x00E9;ricas de fluoruro de polivinilo (PVDF) y poli&#x00E9;tersulfona (PES) en el desgomado de miscelas de aceite de salvado de arroz crudo, mediante el uso de un m&#x00F3;dulo de filtraci&#x00F3;n de escalado tangencial. Adem&#x00E1;s, se compararon las t&#x00E9;cnicas de filtraci&#x00F3;n de miscelas de aceite, utilizando como disolventes hexano y alcohol et&#x00ED;lico anhidro. Todas las membranas mostraron retenci&#x00F3;n de los fosfol&#x00ED;pidos y altas tasas de flujo. Sin embargo, se observ&#x00F3; un mejor rendimiento usando la membrana de PVDF de 50-kDa con hexano como disolvente, con una retenci&#x00F3;n del 95,5% de la concentraci&#x00F3;n de f&#x00F3;sforo (por un factor de 1,4), dando como resultado un permeado con 29 mg&#x00B7;kg<sup>&#x2212;1</sup> de f&#x00F3;sforo y un promedio tasa de 48,1 L&#x00B7;m<sup>&#x2212;2</sup>&#x00B7;h<sup>&#x2212;1</sup> de fluido. Esta tecnolog&#x00ED;a se puede considerar como de baja contaminaci&#x00F3;n y una alternativa econ&#x00F3;mica para el desgomado de aceite de salvado de arroz crudo, siendo eficaz en la eliminaci&#x00F3;n de los fosfol&#x00ED;pidos hidratables y no hidratables, resultando unos aceites con un bajo contenido en f&#x00F3;sforo.</p>
					</trans-abstract>
			<kwd-group xml:lang="en">
			<title>KEYWORDS</title>
				<kwd>Crude rice bran oil</kwd>
				<kwd>Phospholipids</kwd>
				<kwd>Polymeric membranes</kwd>
				<kwd>Ultrafiltration</kwd>
				</kwd-group>
				<kwd-group xml:lang="es">
				<title>PALABRAS CLAVE</title>
				<kwd>Aceite de salvado de arroz crudo</kwd>
				<kwd>Fosfol&#x00ED;pidos</kwd>
				<kwd>Membranas polim&#x00E9;ricas</kwd>
				<kwd>Ultrafiltraci&#x00F3;n</kwd>
			</kwd-group>
		</article-meta>
	</front>
	<body>
		<sec id="S0001" sec-type="intro">
			<title>1. INTRODUCTION</title>
			<p>Degumming is a refining step, wherein the phospholipids are removed. The presence of large quantities of phospholipids in oil leads to a dark coloration; in addition, phospholipids act as emulsifiers, leading to a loss in neutral oils and resulting in a low quality product (Erickson, <xref ref-type="bibr" rid="CIT0006">1995</xref>; Manjula and Subramaniam, <xref ref-type="bibr" rid="CIT0016">2006</xref>).</p>
			<p>The conventional oil refinement process is characterized by high energy, water, and chemical product requirements, loss in neutral oil and nutrients, and a high rate of effluent production (Subramanian <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0028">2001</xref>; Roy <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0025">2014</xref>). In contrast, the use of membranes during processing has been shown to simplify the process. The membrane filtration process involves the separation of components of a pressurized liquid through a membrane; this method allows for the separation of compounds using the differences in size, molecular weight, and pressure as the driving force, without the use of chemicals (Frieldlander and Rickes <xref ref-type="bibr" rid="CIT0008">1966</xref>; Cheryan, <xref ref-type="bibr" rid="CIT0004">1998</xref>; Coutinho <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0005">2009</xref>).</p>
			<p>The similar molecular weights of triacylglycerols (900 Da) and phospholipids (700 Da) could complicate the membrane-based separation of these components. However, phospholipids have some specific features that could assist in their separation; they are natural surfactants and express hydrophilic and hydrophobic groups that are capable of forming micelle under non-aqueous conditions (Ochoa <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0018">2001</xref>).</p>
			<p>Pardun (<xref ref-type="bibr" rid="CIT0022">1988</xref>) described micelle as the structures formed upon aggregation of amphoteric molecules. Micelle formation occurs when the concentration of monomers reaches a certain level, known as the critical micelle concentration. Its size is based on the molecular weight of the component monomers; it is also related to the molar weight of the phospholipids and the total number of component monomers. Hexanol is known to form a micelle with a molecular weight of 22,000 Da and a dielectric constant of 13 D, while anhydrous ethyl alcohol is believed to form a micelle with a molar weight of 7,100 Da and a dielectric constant of 24 D. When hydrated (ethanol 93.4%), the molecular weight and dielectric constant of this micelle decreased and increased to 770 Da and 29 D, respectively (Pardun, <xref ref-type="bibr" rid="CIT0022">1988</xref>).</p>
			<p>Hexane solvents have a dielectric constant of 1.88 D (Rydberg <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0026">1992</xref>); phospholipid micelle formation in these solvents commences with a number of monomers of approximately 20,000 Da with high aggregation levels. This enables the separation of triacylglycerols using membranes with adequate selectivity, wherein the phospholipid micelle cannot permeate through the pores of the ultrafiltration membranes (Subramanian and Nakajima, <xref ref-type="bibr" rid="CIT0029">1997</xref>; Lin <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0015">1997</xref>; Ochoa <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0018">2001</xref>; Pagliero <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0021">2001</xref>).</p>
			<p>The interaction of the solvent with the membranes may result in expansion (swelling), lamination, or dissolution of the membrane; this would subsequently cause structural changes to the membrane, leading to changes in the separation properties and reduced mechanical resistance to pressure (Tsui and Cheryan, <xref ref-type="bibr" rid="CIT0030">2004</xref>).</p>
			<p>The solvent flow through the polymeric membrane mainly depends on solvent polarity; therefore, the solvent flow is decreased in hydrophobic membranes and increased in hydrophilic membranes, as the polarity in organic solvents is closely related to surface tension. Polyvinylidene fluoride (PVDF) membranes were observed to possess greater stability towards hexane than polyethersulfone (PES) membranes in the studies conducted by Ochoa <italic>et al</italic>. (<xref ref-type="bibr" rid="CIT0018">2001</xref>) and Araki <italic>et al</italic>. (<xref ref-type="bibr" rid="CIT0003">2010</xref>). Similarly, Iwama (<xref ref-type="bibr" rid="CIT0010">1987</xref>) reported that the PVDF polymer is chemically and physically resistant to the hexane solvent, especially at high temperatures (40&#x2013;60 &#x00B0;C). Araki <italic>et al</italic>. (<xref ref-type="bibr" rid="CIT0003">2010</xref>) revealed that PES membranes allowed higher flow of the ethanol solvent than of water and hexane.</p>
			<p>The main aim of this project was to study the performance of PVDF and PES polymer membranes in the degumming of crude rice bran oil using a tangential filtration module bench, and to compare our results to those of previous studies.</p>
		</sec>
		<sec id="S0002" sec-type="materials|methods">
			<title>2. MATERIALS AND METHODS</title>
			<sec id="S20003">
				<title>2.1. Materials</title>
				<p>The ultrafiltration unit (<xref ref-type="fig" rid="F0001">Figure 1</xref>) was fed in each of the experiments with 30% miscella of crude rice bran oil (pressing) in solvent (w/w), obtained from Irgovel (Pelotas, Brazil). Hexane and anhydrous ethyl alcohol (99.8% purity grade each), purchased from Ecibra (Santo Amaro, Brazil), was used to migrate through PVDF and PES membranes, respectively.</p>
				<fig id="F0001">
					<label>Figure 1</label>
					<caption>
						<p>Schematic diagram of the ultrafiltration cell used to test the polymeric membranes.</p>
					</caption>
					<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013121_e120-0498151-g001.tif"/>
				</fig>
			</sec>
			<sec id="S20004">
				<title>2.2. Membranes</title>
				<p>The following commercially available flat polymeric membranes were used in this study: PVDF with a 0.05 &#x00B5;m pore size filter DBD (Mau&#x00E1;, Brazil) denoted as 50-kDa PVDF, PVDF with a 0.075 &#x00B5;m pore size Nadir<sup>&#x00AE;</sup> (Wiesbaden, Germany) denoted as 75-kDa PVDF, and PES with a pore size of 0.005 &#x00B5;m Nadir<sup>&#x00AE;</sup> (Wiesbaden, Germany) denoted as 5-kDa PES.</p>
				<p>The membranes were cut into 7 cm&#x00D7;11 cm rectangles, covering a permeation area of 0.0077 m<sup>2</sup> and conditioned in the solvents used in the ultrafiltration process (hexane for PVDF and anhydrous ethyl alcohol for PES). The membranes were kept immersed in the solvent for 24 h at room temperature prior to use (Kesting, <xref ref-type="bibr" rid="CIT0012">1985</xref>). New membrane cutouts were used for each trial.</p>
			</sec>
			<sec id="S20005">
				<title>2.3. Methods</title>
				<sec>
					<title>2.3.1. Characterization of the raw material</title>
					<p>The crude rice bran oil was characterized based on the peroxide index, calculated iodine index, and the calculated saponification index, according to the protocols Cd 8b-90, Cd 1c-85, and Cd 3a-94, detailed by the AOCS (<xref ref-type="bibr" rid="CIT0001">2009</xref>). Phosphorus content was analyzed as per the AOCS Ca 19-86 method (2009), adapted from a method detailed by Antoniassi and Esteves (<xref ref-type="bibr" rid="CIT0002">1995</xref>). The fatty acid composition was determined by capillary gas chromatography (CGC Agilent 6850 Series GC System), equipped with a capillary column Agilent DB-23 (50% cyanopropyl-methylpolysiloxane) with the following dimensions: 60 m&#x00D7;0.25 mm internal diameter&#x00D7;0.25 &#x00B5;m film, according to the AOCS Ce 1f-96 method (2009). The operating conditions were set as follows: column flow=1.0 mL&#x00B7;min<sup>&#x2212;1</sup>, linear velocity=24 cm&#x00B7;s<sup>&#x2212;1</sup>, detector temperature=280 &#x00B0;C, injector temperature=250 &#x00B0;C, oven temperature=110&#x2013;215 &#x00B0;C (5 &#x00B0;C&#x00B7;min<sup>&#x2212;1</sup>; 215 &#x00B0;C&#x2013;24 min), carrier gas&#x2013;helium, injection volume=1.0 &#x00B5;L. The standard used was the GLC Reference Standard (68 th, Lot n&#x00B0;: JA13-V; Nu-Chek Prep, Inc.). The esterification step was performed according to the method detailed by Hartman and Lago (<xref ref-type="bibr" rid="CIT0009">1973</xref>).</p>
				</sec>
				<sec>
					<title>2.3.2. Filtration methodology</title>
					<p>A stainless steel 2 L Invict (Campinas, Brazil) tangential-flow filtration module bench-scale was coupled to support the flat rectangular (7 cm&#x00D7;11 cm; permeation area 0.0077 m<sup>2</sup>) polymer membrane. The process temperature and tangential velocity were set to 40 &#x00B0;C and 0.20 ms<sup>&#x2212;1</sup>, respectively, for the miscella in hexane, and 40 &#x00B0;C and 0.24 m&#x00B7;s<sup>&#x2212;1</sup>, respectively, for the miscella in anhydrous ethyl alcohol because of equipment limitations. The tank was fed with 1 kg of miscella; the temperature was stabilized to the following working conditions: the pressure was set at 5 bar by closing the needle type valve of a Nuovafima (Belenzinho, Brazil) manometer with a scale of 0 to 7 kgf&#x00B7;cm<sup>&#x2212;2</sup>, the tangential velocity was set using the WEG (Jaragu&#x00E1; do Sul, Brazil) frequency inverter pump, and a Hydra-Cell (Minneapolis, United States of America) electrically driven diaphragm pump was started. The permeate was collected in a graduated cylinder, where the cumulative volume was recorded as a function of time in order to obtain a concentration factor (CF) of 1.4 by weight. For all experiments new membranes were used.</p>
					<p>The tangential velocity (TV) was calculated using <xref ref-type="disp-formula" rid="FD1">Equation 1</xref>, where Ae is the outflow area (0.00007 m<sup>2</sup>) and v is the flow rate (m<sup>3</sup>&#x00B7;s<sup>&#x2212;1</sup>).<disp-formula id="FD1">
							<alternatives>
							<mml:math id="M1">
								<mml:mrow>
										<mml:mi>TV</mml:mi>
										<mml:mo stretchy="false">(</mml:mo>
										<mml:mi>m</mml:mi>
										<mml:mo>.</mml:mo>
									<mml:msup>
											<mml:mi>s</mml:mi>
										<mml:mrow>
											<mml:mo>-</mml:mo>
											<mml:mn>1</mml:mn>
										</mml:mrow>
									</mml:msup>
										<mml:mo stretchy="false">)</mml:mo>
									<mml:mo>=</mml:mo>
									<mml:mfrac>
										<mml:mrow>
												<mml:mi>v</mml:mi>
												<mml:mo stretchy="false">(</mml:mo>
											<mml:msup>
													<mml:mi>m</mml:mi>
												<mml:mn>3</mml:mn>
											</mml:msup>
												<mml:mo>.</mml:mo>
											<mml:msup>
													<mml:mi>s</mml:mi>
												<mml:mrow>
													<mml:mo>-</mml:mo>
													<mml:mn>1</mml:mn>
												</mml:mrow>
											</mml:msup>
												<mml:mo stretchy="false">)</mml:mo>
										</mml:mrow>
										<mml:mrow>
											<mml:msub>
													<mml:mi>A</mml:mi>
													<mml:mi>e</mml:mi>
											</mml:msub>
												<mml:mo stretchy="false">(</mml:mo>
											<mml:msup>
													<mml:mi>m</mml:mi>
												<mml:mn>2</mml:mn>
											</mml:msup>
												<mml:mo stretchy="false">)</mml:mo>
										</mml:mrow>
									</mml:mfrac>
								</mml:mrow>
							</mml:math>
							<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013121_e120-0498151-eq1.tif"/>
							</alternatives>
						</disp-formula>
					</p>
				</sec>
				<sec>
					<title>2.3.3. Calculation of the performance evaluation parameters of the ultrafiltration process (UF)</title>
					<p>The membrane performance was expressed in terms of the permeate flow, phosphorus retention coefficient, and concentration factor. These were calculated using the following equations:</p>
					<p>The permeate flow (J) was calculated using <xref ref-type="disp-formula" rid="FD2">Equation 2</xref>, where V is the amount of permeate in volume, A is the permeation area, and t is time:<disp-formula id="FD2">
							<alternatives>
							<mml:math id="M2">
								<mml:mrow>
										<mml:mi>J</mml:mi>
									<mml:mrow>
										<mml:mo stretchy="true">(</mml:mo>
										<mml:mrow>
											<mml:mfrac>
													<mml:mi>L</mml:mi>
												<mml:mrow>
													<mml:msup>
															<mml:mi>m</mml:mi>
														<mml:mn>2</mml:mn>
													</mml:msup>
														<mml:mo>.</mml:mo>
														<mml:mi>h</mml:mi>
												</mml:mrow>
											</mml:mfrac>
										</mml:mrow>
										<mml:mo stretchy="true">)</mml:mo>
									</mml:mrow>
									<mml:mo>=</mml:mo>
									<mml:mfrac>
										<mml:mrow>
												<mml:mi>V</mml:mi>
												<mml:mo stretchy="false">(</mml:mo>
												<mml:mi>L</mml:mi>
												<mml:mo stretchy="false">)</mml:mo>
										</mml:mrow>
										<mml:mrow>
												<mml:mi>A</mml:mi>
												<mml:mo stretchy="false">(</mml:mo>
											<mml:msup>
													<mml:mi>m</mml:mi>
												<mml:mn>2</mml:mn>
											</mml:msup>
												<mml:mo stretchy="false">)</mml:mo>
												<mml:mo>.</mml:mo>
												<mml:mi>t</mml:mi>
												<mml:mo stretchy="false">(</mml:mo>
												<mml:mi>h</mml:mi>
												<mml:mo stretchy="false">)</mml:mo>
										</mml:mrow>
									</mml:mfrac>
								</mml:mrow>
							</mml:math>
							<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013121_e120-0498151-eq2.tif"/>
							</alternatives>
						</disp-formula>
					</p>
					<p>The retention coefficient (% R) of phosphorus was calculated in percentage using <xref ref-type="disp-formula" rid="FD3">Equation 3</xref>, where Cfeed and Cp are the phosphorus concentrations in the feed and permeate, respectively, under a given CF:<disp-formula id="FD3">
							<alternatives>
							<mml:math id="M3">
								<mml:mrow>
 <mml:mo>%</mml:mo><mml:mi>R</mml:mi><mml:mo>=</mml:mo><mml:mrow><mml:mo>(</mml:mo>
 <mml:mrow>
 <mml:mfrac>
 <mml:mrow>
 <mml:mn>1</mml:mn>
 <mml:mo>&#x2212;</mml:mo>
 <mml:mi>C</mml:mi><mml:mi>p</mml:mi>
</mml:mrow>
 <mml:mrow>
 <mml:mi>C</mml:mi><mml:mtext></mml:mtext><mml:mi>f</mml:mi><mml:mi>e</mml:mi><mml:mi>e</mml:mi><mml:mi>d</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
 <mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x00D7;</mml:mo>
 <mml:mn>100</mml:mn>
</mml:mrow>
							</mml:math>
							<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013121_e120-0498151-eq3.tif"/>
							</alternatives>
						</disp-formula>
					</p>
					<p>The Concentrantion Factor was calculated using <xref ref-type="disp-formula" rid="FD4">Equation 4</xref>, where Mal and Mret denote the weight of the miscella in the feed and the final retentive weight, respectively.<disp-formula id="FD4">
							<alternatives>
							<mml:math id="M4">
								<mml:mrow>
										<mml:mi>C</mml:mi>
										<mml:mi>F</mml:mi>
									<mml:mo>=</mml:mo>
									<mml:mfrac>
										<mml:mrow>
												<mml:mi>M</mml:mi>
												<mml:mi>a</mml:mi>
												<mml:mi>l</mml:mi>
										</mml:mrow>
										<mml:mrow>
												<mml:mi>M</mml:mi>
												<mml:mi>r</mml:mi>
												<mml:mi>e</mml:mi>
												<mml:mi>t</mml:mi>
										</mml:mrow>
									</mml:mfrac>
								</mml:mrow>
							</mml:math>
							<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013121_e120-0498151-eq4.tif"/>
							</alternatives>
						</disp-formula>
					</p>
				</sec>
				<sec>
					<title>2.3.4. Morphological and elemental analysis of polymeric membranes by scanning electron microscopy (SEM) and energy dispersive system (EDS)</title>
					<p>The central portion of the unused membranes and the membranes used for ultrafiltration was cut into a 1 cm&#x00D7;1 cm square. The surfaces of the unused and post-use membranes were analyzed by high vacuum scanning electron microscopy. For this purpose, a TM 3000 microscope Hitachi (Tokyo, Japan) was used, with a magnification of 15&#x00D7;to 30000&#x00D7;, and an accelerating voltage of 15 kV (Analysis mode), coupled to a back scattered electron detector (Swift ED 3000; Hitachi) composed of a high sensitivity semiconductor (with a resolution of 148 eV or more in MnK), which analyzes the elements from boron to uranium.</p>
				</sec>
			</sec>
		</sec>
		<sec id="S0010" sec-type="results|discussion">
			<title>3. RESULTS AND DISCUSSION</title>
			<sec id="S20011">
				<title>3.1. Characterization of raw materials</title>
				<p>The fatty acid composition of crude rice bran oil (<xref ref-type="table" rid="T0001">Table 1</xref>) showed the presence of approximately 23% saturated fatty acids, 39% monounsaturated fatty acids, and 37% polyunsaturated fatty acids. According to Orthoefer (<xref ref-type="bibr" rid="CIT0019">2005</xref>) and Pestana <italic>et al</italic>. (<xref ref-type="bibr" rid="CIT0024">2008</xref>), rice bran oil, which is composed of 90% triacylglycerols, predominantly contains palmitic, oleic, and linoleic fatty acids.
</p>
				<table-wrap id="T0001">
					<label>Table 1</label>
					<caption>
						<p>Characterization of crude rice bran oil</p>
					</caption>
					<table frame="hsides" rules="groups">
						<thead>
							<tr>
								<th align="left">Composition of FattyAcids</th>
								<th align="center">%</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="left">C14:0</td>
								<td align="center">0.30</td>
							</tr>
							<tr>
								<td align="left">C16:0</td>
								<td align="center">19.20</td>
							</tr>
							<tr>
								<td align="left">C16:1</td>
								<td align="center">0.20</td>
							</tr>
							<tr>
								<td align="left">C18:0</td>
								<td align="center">2.20</td>
							</tr>
							<tr>
								<td align="left">C18:1</td>
								<td align="center">37.20</td>
							</tr>
							<tr>
								<td align="left">C18:2</td>
								<td align="center">36.50</td>
							</tr>
							<tr>
								<td align="left">C18:3</td>
								<td align="center">2.00</td>
							</tr>
							<tr>
								<td align="left">C20:0</td>
								<td align="center">1.00</td>
							</tr>
							<tr>
								<td align="left">C20:1</td>
								<td align="center">0.50</td>
							</tr>
							<tr>
								<td align="left">C22:0</td>
								<td align="center">0.30</td>
							</tr>
							<tr>
								<td align="left">C24:0</td>
								<td align="center">0.60</td>
							</tr>
							<tr>
								<td align="left">Calculated iodine index (cg I<sub>2</sub>&#x00B7;100 g<sup>&#x2212;1</sup>)</td>
								<td align="center">101</td>
							</tr>
							<tr>
								<td align="left">Calculated saponification index (mg KOH&#x00B7;g<sup>&#x2212;1</sup>)</td>
								<td align="center">193</td>
							</tr>
							<tr>
								<td align="left">Peroxide value (meq&#x00B7;kg<sup>&#x2212;1</sup>)</td>
								<td align="center">9.8</td>
							</tr>
							<tr>
								<td align="left">Phosphorus content (mg&#x00B7;kg<sup>&#x2212;1</sup>)</td>
								<td align="center">640.5</td>
							</tr>
						</tbody>
					</table>
					<table-wrap-foot>
						<fn>
							<p>All values were determined in duplicate.</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
				<p>The iodine index measurement reflected the presence of double bonds of fatty acids (Lawson, <xref ref-type="bibr" rid="CIT0014">1995</xref>). The iodine index of rice bran oil was 101 determined to be cgI<sub>2</sub>&#x00B7;100 g<sup>&#x2212;1</sup>; this result was within the range (99&#x2013;108) cited by Orthoefer (<xref ref-type="bibr" rid="CIT0019">2005</xref>), and displays its high degree of unsaturation.</p>
				<p>Saravanan <italic>et al</italic>. (<xref ref-type="bibr" rid="CIT0027">2006</xref>) observed a phosphorus content of 499 mg&#x00B7;kg<sup>&#x2212;1</sup> in the rice bran oil tested in their study, which was lower than that seen in this study (640.5 mg&#x00B7;kg<sup>&#x2212;1</sup>).</p>
			</sec>
			<sec id="S20012">
				<title>3.2. Degumming of crude rice bran oil in the ultrafiltration unit</title>
				<p>Approximately 95.5% of the phospholipid content of the crude rice bran oil was retained in the form of miscella using the 50-kDa PVDF membrane (hexane solvent) (<xref ref-type="table" rid="T0002">Table 2</xref>). The residual phosphorous values in the permeate reached up to 29 mg&#x00B7;kg<sup>&#x2212;1</sup> of phosphorus, with the removal of both hydratable and non-hydratable phospholipids. The 75-kDa PVDF membrane, on the other hand, showed intermediate results, with the retention of 82.3% phospholipids. The 5-kDa PES membrane showed a phospholipid retention rate of 62% in the miscella formed with the use of anhydrous ethyl alcohol as the solvent. The difference in the two types of solvent used during miscella formulation in the crude rice bran oil was that the PVDF membrane is hydrophobic, whereas the PES membrane is hydrophilic.
</p>
				<table-wrap id="T0002">
					<label>Table 2</label>
					<caption>
						<p>Ultrafiltration of crude rice bran oil miscella as a function of the material and porosity of the polymeric membrane, to a concentration factor of 1.4 (initial oil contained 640 mg&#x00B7;kg<sup>&#x2212;1</sup> phosphorus)</p>
					</caption>
					<table frame="hsides" rules="groups">
						<thead>
							<tr>
								<th align="left">Membrane</th>
								<th align="center">Porosity</th>
								<th align="center">Pressure (bar)</th>
								<th align="center">Solvent</th>
								<th align="center">J (L&#x00B7;m<sup>&#x2212;2</sup>&#x00B7;h<sup>&#x2212;1</sup>)</th>
								<th align="center">% R</th>
								<th align="center">Residual P in the permeate (mg&#x00B7;kg<sup>&#x2212;1</sup>)<xref ref-type="table-fn" rid="TF0001">&#x002A;</xref></th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="left">50-kDa PVDF</td>
								<td align="center">0.05 &#x00B5;m</td>
								<td align="center">5</td>
								<td align="left">Hexane</td>
								<td align="center">48.1</td>
								<td align="center">95.5</td>
								<td align="center">29&#x00B1;5</td>
							</tr>
							<tr>
								<td align="left">75-kDa PVDF</td>
								<td align="center">0.075 &#x00B5;m</td>
								<td align="center">5</td>
								<td align="left">Hexane</td>
								<td align="center">55.8</td>
								<td align="center">82.3</td>
								<td align="center">113&#x00B1;11</td>
							</tr>
							<tr>
								<td align="left">5-kDa PES</td>
								<td align="center">0.005 &#x00B5;m</td>
								<td align="center">5</td>
								<td align="left">AnhydrousEthyl Alcohol</td>
								<td align="center">49.5</td>
								<td align="center">62.0</td>
								<td align="center">243&#x00B1;15</td>
							</tr>
						</tbody>
					</table>
					<table-wrap-foot>
						<fn id="TF0001">
						<label>&#x002A;</label>
							<p>All values were determined in triplicate; J=accumulated average flow of permeate; % R=Retention of phospholipids; P=Phosphorus</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
				<p>Manjula and Subramanian (<xref ref-type="bibr" rid="CIT0017">2009</xref>) found retentions of 95.1 and 98.8% of phospholipids on two different types of crude rice bran oils, respectively, using a nonporous polymeric composite hydrophobic membrane (NTGS 2200) diluted 1:3 (oil:hexane).</p>
				<p>According to Yang <italic>et al</italic>. (<xref ref-type="bibr" rid="CIT0031">2001</xref>), the nominal molecular weight cut-off for polymeric membranes specified by the manufacturer, is valid only for predicting the rejection in aqueous solutions. The retention of solutes in organic solvents, for molecules of the same molar weight, or even a single molecule, is unpredictable and depends on the specific solvent. If the interaction between the solvent and polymer is strong, swelling may occur, leading to the contraction of the membrane pores (Paul and Lima, <xref ref-type="bibr" rid="CIT0023">1970</xref>; Tsui and Cheryan, <xref ref-type="bibr" rid="CIT0030">2004</xref>). This behavior can be observed in the 50-kDa PVDF membranes in the presence of hexane solvent and justifies the higher retention of phospholipids in this membrane. In addition, the molecular weight of phospholipids is approximately 700 Da and that of triglycerides is 900 Da; upon addition of the solvent, because of the formation of phospholipid micelle composed of approximately 20,000 Da monomers, the membranes reject the phospholipids and permeate the triglycerides (Subramanian and Nakajima, <xref ref-type="bibr" rid="CIT0029">1997</xref>).</p>
				<p>The 50-kDa PVDF, 75-kDa PVDF, and 5-kDa PES polymeric membranes showed the same flow behavior of up to 1.4 CF at 5 bar pressure (<xref ref-type="fig" rid="F0002">Figure 2</xref>). A sharp decline in flow was observed during the first few minutes, followed by a decrease in drop rate and a tendency to stabilize; this was similar to the flow behavior observed by Pagliero <italic>et al</italic>. (<xref ref-type="bibr" rid="CIT0020">2007</xref>). This behavior can be attributed to the retention of the phospholipid agglomerates in the membrane pores, and the high wax content present in the rice bran oil (5.3 to 6.2%), which may lead to an increase in the deposited layer on the membrane surface and result in clogged pores (Orthoefer, <xref ref-type="bibr" rid="CIT0019">2005</xref>; Pagliero <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0020">2007</xref>).</p>
				<fig id="F0002">
					<label>Figure 2</label>
					<caption>
						<p>Ultrafiltration of crude rice bran oil miscella using PVDF (hexane solvent) and PES (anhydrous ethyl alcohol solvent) polymeric membranes with differing porosities, to a CF of 1.4.</p>
					</caption>
					<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013121_e120-0498151-g002.tif"/>
				</fig>
				<p>According to Kaimal <italic>et al</italic>. (<xref ref-type="bibr" rid="CIT0011">2002</xref>), another important factor that could negatively affect the processing of crude rice bran oil is the high presence of phosphorous-containing glycolipids; the glycolipid content in rice bran oil is very high (approximately 6%). The presence of these compounds may affect the color and quality of the final product in addition to hindering phospholipid removal, which is important for the proper processing of rice bran oil.</p>
				<p>The initial flow through the 75-kDa PVDF and 5-kDa PES membranes (at 5 bar pressure) was higher than that observed through the 50-kDa PVDF membrane. However, a sharp decline in the flow was observed because of the increase in concentration polarization throughout the process, which in turn accelerated the formation of the polarized layer.</p>
				<p>The 75-kDa PVDF membrane displayed a high average flow of 55.8 L&#x00B7;m<sup>&#x2212;2</sup>&#x00B7;h<sup>&#x2212;1</sup> (<xref ref-type="table" rid="T0002">Table 2</xref>), because of its larger pore diameter, and intermediate results (82.3%) in the retention of phospholipids, demonstrating a viable alternative for use in the degumming of rice bran oil. On the other hand, the 5-kDa PES membrane showed 62% phospholipid retention in miscella form (using anhydrous ethyl alcohol as a solvent), and required a long time to reach a CF of 1.4. Ochoa <italic>et al</italic>. (<xref ref-type="bibr" rid="CIT0018">2001</xref>) observed similar results in experiments using 10-kDa PES membranes and crude soybean oil. Triacylglycerols have low solubility in ethanol at temperatures between 25 &#x00B0;C and 65 &#x00B0;C (Kumar and Bhowmick, <xref ref-type="bibr" rid="CIT0013">1996</xref>; Freitas <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0007">2007</xref>) which hinders the passage of miscella through the membrane, necessitating a longer time to reach a CF of 1.4, in addition to a sharp decrease in the flow and the probable onset of pore obstruction. The flow rates encountered in this study can be considered higher than those observed by Manjula and Subramanian (<xref ref-type="bibr" rid="CIT0017">2009</xref>), who used non-porous membranes (2.04 kg&#x00B7;m<sup>&#x2212;2</sup>&#x00B7; h<sup>&#x2212;1</sup>) for the de-gumming of crude rice bran oil.</p>
			</sec>
			<sec id="S20013">
				<title>3.3. SEM and EDS analyses</title>
				<p>
					<xref ref-type="fig" rid="F0003">Figure 3</xref> shows the surface microstructure of the 50-kDa PVDF, 75-kDa PVDF, and 5-kDa PES membranes at 5 bar pressure, analyzed by SEM before and after the ultrafiltration process. Both types of intact membranes displayed the absence of material attached to their surface, facilitating the observation of pore surface definition and distribution. All PVDF and PES polymeric membranes evaluated after miscella permeation displayed visual changes on the surface as a result of solute deposition; regions of greater deposition, as well as flatter regions with lower deposition were observed.</p>
				<fig id="F0003">
					<label>Figure 3</label>
					<caption>
						<p>Photomicrographs of intact 50-kDa PVDF (A), 75-kDa PVDF (B), and 5-kDa PES (C) membranes, and 50-kDa PVDF (D), 75-kDa PVDF (E), and 5-kDa PES (F) membranes after ultrafiltration, with a 2000&#x00D7;increase in magnification.</p>
					</caption>
					<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013121_e120-0498151-g003.tif"/>
				</fig>
				<p>The EDS analysis of the intact 50-kDa and 75-kDa PVDF polymeric membranes revealed the presence of carbon, fluorine, and oxygen (<xref ref-type="table" rid="T0003">Table 3</xref>), compounds present in the membrane structure. None of the analyzed membranes showed any significant morphological changes resulting from the filtration process.
</p>
				<table-wrap id="T0003">
					<label>Table 3</label>
					<caption>
						<p>Results of the energy dispersive system (EDS) analysis of intact polymeric membranes, and membranes used in the ultrafiltration process</p>
					</caption>
					<table frame="hsides" rules="groups">
						<thead>
							<tr>
								<th align="left" rowspan="3" valign="bottom">Element</th>
								<th align="center" colspan="3">Intact membrane</th>
								<th align="center" colspan="3">Membrane after ultrafiltration</th>
							</tr>
							<tr>
								<th colspan="3"><hr/></th>
								<th colspan="3"><hr/></th>
							</tr>
							<tr>
								<th align="center">50-kDa PVDF (%)</th>
								<th align="center">75-kDa PVDF (%)</th>
								<th align="center">5-kDa PES (%)</th>
								<th align="center">50-kDa PVDF (%)</th>
								<th align="center">75-kDa PVDF (%)</th>
								<th align="center">5&#x2013;kDa PES (%)</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="left">Carbon</td>
								<td align="center">44.97</td>
								<td align="center">53.71</td>
								<td align="center">68.87</td>
								<td align="center">67.72</td>
								<td align="center">71.23</td>
								<td align="center">84.90</td>
							</tr>
							<tr>
								<td align="left">Oxygen</td>
								<td align="center">13.60</td>
								<td align="center">18.43</td>
								<td align="center">21.44</td>
								<td align="center">7.62</td>
								<td align="center">13.59</td>
								<td align="center">12.11</td>
							</tr>
							<tr>
								<td align="left">Fluorine</td>
								<td align="center">41.43</td>
								<td align="center">27.86</td>
								<td align="center">&#x2013;</td>
								<td align="center">24.38</td>
								<td align="center">14.71</td>
								<td align="center">&#x2013;</td>
							</tr>
							<tr>
								<td align="left">Sodium</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">0.83</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
							</tr>
							<tr>
								<td align="left">Silicon</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">0.08</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">0.25</td>
							</tr>
							<tr>
								<td align="left">Sulfur</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">7.90</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">2.62</td>
							</tr>
							<tr>
								<td align="left">Chlorine</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">0.60</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
							</tr>
							<tr>
								<td align="left">Potassium</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">0.28</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
							</tr>
							<tr>
								<td align="left">Phosphorus</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">0.16</td>
								<td align="center">0.36</td>
								<td align="center">0.12</td>
							</tr>
							<tr>
								<td align="left">Calcium</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">0.12</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
							</tr>
							<tr>
								<td align="left">Magnesium</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">&#x2013;</td>
								<td align="center">0.11</td>
								<td align="center">&#x2013;</td>
							</tr>
						</tbody>
					</table>
				</table-wrap>
				<p>Following permeation, the 50-kDa PVDF and 75-kDa PVDF membranes showed small quantities of phosphorus, 0.12% calcium and 0.11% magnesium; these compounds were possibly released from non-hydratable phospholipids present in the crude rice bran oil, which remained adhered to the membrane surface.</p>
				<p>The 5-kDa PES membrane (after permeation) did not show the presence of chlorine or potassium, which are originally present in small quantities. However, a small quantity of phosphorus (0.12%) was detected, which might have been released from the phospholipids during the de-gumming of crude rice bran oil.</p>
			</sec>
		</sec>
		<sec id="S0014" sec-type="conclusion">
			<title>4. CONCLUSION</title>
			<p>The commercial flat polymeric membrane prepared using PVDF (50-kDa molecular weight cut-off) showed the best retention of phospholipid miscella present in the crude rice bran oil (obtained using a hexane solvent), with a retention value of 95.5%. The obtained permeate had a phosphorus content of 29 mg&#x00B7;kg<sup>&#x2212;1</sup>, and was associated with a flow rate of 48.1 L&#x00B7;m<sup>&#x2212;2</sup>&#x00B7;h<sup>&#x2212;1</sup>. The 5-kDa PES polymer membrane showed interesting results, with respect to the retention of phospholipids (62%) and the permeate flow (49.5 L&#x00B7;m<sup>&#x2212;2</sup>&#x00B7;h<sup>&#x2212;1</sup>), for crude rice bran oil miscella (obtained using anhydrous ethyl alcohol). The degumming of crude oils using the membrane separation process shows better viability, with regard to the rate of phospholipid retention. SEM and EDS analyses are indispensable tools for the evaluation of the microstructure of the polymeric membrane surface before and after the permeation process.</p>
		</sec>
	</body>
	<back>
		<ack>
			<title>ACKNOWLEDGEMENTS</title>
			<p>The authors would like to thank Capes, CNPq and FAPESP.</p>
		</ack>
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