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		<doi>10.1016/j.fuel.2017.08.089</doi>
		<issn>0016-2361</issn>
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		<citationkey>GutiérrezVelásquezCQCMACS:2017:PrFlLi</citationkey>
		<title>Prediction of flammability limits for ethanol-air blends by the Kriging regression model and response surfaces</title>
		<year>2017</year>
		<month>Dec.</month>
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		<author>Gutiérrez Velásquez, Elkin I.,</author>
		<author>Coronado, Christian J. R.,</author>
		<author>Quintero Cartagena, Juan C.,</author>
		<author>Carvalho Júnior, João A.,</author>
		<author>Mendiburu, Andrés Z.,</author>
		<author>Andrade, José Carlos de,</author>
		<author>Cortez, Ely Vieira,</author>
		<author>Santos, José Carlos dos,</author>
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		<affiliation>Universidad Antonio Nariño</affiliation>
		<affiliation>Universidade Federal de Itajubá (UNIFEI)</affiliation>
		<affiliation>Universidade Federal de Itajubá (UNIFEI)</affiliation>
		<affiliation>Universidade Estadual Paulista (UNESP)</affiliation>
		<affiliation>Universidade Estadual Paulista (UNESP)</affiliation>
		<affiliation>Instituto Nacional de Pesquisas Espaciais (INPE)</affiliation>
		<affiliation>Instituto Nacional de Pesquisas Espaciais (INPE)</affiliation>
		<affiliation>Instituto Nacional de Pesquisas Espaciais (INPE)</affiliation>
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		<electronicmailaddress>jose.andrade@inpe.br</electronicmailaddress>
		<electronicmailaddress>ely.cortez@inpe.br</electronicmailaddress>
		<electronicmailaddress>jose.santos@inpe.br</electronicmailaddress>
		<journal>Fuel</journal>
		<volume>210</volume>
		<pages>410-424</pages>
		<secondarymark>A1_SAÚDE_COLETIVA A1_INTERDISCIPLINAR A1_GEOCIÊNCIAS A1_ENGENHARIAS_III A1_ENGENHARIAS_II A1_ENGENHARIAS_I A1_CIÊNCIAS_AMBIENTAIS A1_CIÊNCIAS_AGRÁRIAS_I A2_QUÍMICA A2_MATERIAIS A2_FARMÁCIA A2_ENGENHARIAS_IV A2_CIÊNCIAS_BIOLÓGICAS_I A2_CIÊNCIA_DE_ALIMENTOS A2_BIOTECNOLOGIA B1_CIÊNCIAS_BIOLÓGICAS_II B1_ASTRONOMIA_/_FÍSICA</secondarymark>
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		<keywords>Flammability limits, Ethanol, Kriging, Response surface methodology, Experimental data.</keywords>
		<abstract>Flammability limits must be identified in order to assess and control handling risks of particular processes according to combustion product composition and environmental conditions. Thereby, the present paper aims to present a model that can predict flammability limits for ethanol-air blends with at different moisture concentrations by Kriging interpolation techniques. The model is based on experimental results to determine flammability limits of ethanol-air blends, and evaluate different moisture concentrations in ethanol composition. It has accurately predicted the flammability limits of ethanol-air blends at temperatures ranging between 20 °C and 210 °C, pressure values ranging from 40 kPa to 101.3 kPa, ethanol moisture concentration at 0.5% and 8%, and ethanol volume percentages from 1% to 35%. Thus, it is a valid tool to accurately and efficiently determine flammability limits of ethanol-air blends.</abstract>
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		<language>en</language>
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