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Optimization of tri-reformer reactor to produce synthesis gas for methanol production using differential evolution (DE) method
This paper presents a study on optimization of a fixed bed tri-reformer reactor (TR). This reactor has been used instead of conventional steam reformer (CSR) and auto thermal reformer (CAR). A theoretical investigation has been performed in order to evaluate the optimal operating conditions and enha...
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Published in: | Applied energy 2011-08, Vol.88 (8), p.2691-2701 |
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description | This paper presents a study on optimization of a fixed bed tri-reformer reactor (TR). This reactor has been used instead of conventional steam reformer (CSR) and auto thermal reformer (CAR). A theoretical investigation has been performed in order to evaluate the optimal operating conditions and enhancement of methane conversion, hydrogen production and desired H2/CO ratio as a synthesis gas for methanol production. A mathematical heterogeneous model has been used to simulate the reactor. The process performance under steady state conditions was analyzed with respect to key operational parameters (inlet temperature, O2/CH4, CO2/CH4 and steam/CH4 ratios). The influence of these parameters on gas temperature, methane conversion, hydrogen production and H2/CO ratio was investigated. Model validation was carried out by comparison of the reforming model results with industrial data of CSR. Differential evolution (DE) method was applied as a powerful method for optimization. Optimum feed temperature and reactant ratios (CH4/CO2/H2O/O2) are 1100K and 1/1.3/2.46/0.47 respectively. The optimized TR has enhanced methane conversion by 3.8% relative to industrial reformers in a single reactor. Methane conversion, hydrogen yield and H2/CO ratio in optimized TR are 97.9%, 1.84 and 1.7 respectively. The optimization results of tri-reformer were compared with the corresponding predictions from process simulation software operated at the same feed conditions. |
doi_str_mv | 10.1016/j.apenergy.2011.02.017 |
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This reactor has been used instead of conventional steam reformer (CSR) and auto thermal reformer (CAR). A theoretical investigation has been performed in order to evaluate the optimal operating conditions and enhancement of methane conversion, hydrogen production and desired H2/CO ratio as a synthesis gas for methanol production. A mathematical heterogeneous model has been used to simulate the reactor. The process performance under steady state conditions was analyzed with respect to key operational parameters (inlet temperature, O2/CH4, CO2/CH4 and steam/CH4 ratios). The influence of these parameters on gas temperature, methane conversion, hydrogen production and H2/CO ratio was investigated. Model validation was carried out by comparison of the reforming model results with industrial data of CSR. Differential evolution (DE) method was applied as a powerful method for optimization. Optimum feed temperature and reactant ratios (CH4/CO2/H2O/O2) are 1100K and 1/1.3/2.46/0.47 respectively. The optimized TR has enhanced methane conversion by 3.8% relative to industrial reformers in a single reactor. Methane conversion, hydrogen yield and H2/CO ratio in optimized TR are 97.9%, 1.84 and 1.7 respectively. The optimization results of tri-reformer were compared with the corresponding predictions from process simulation software operated at the same feed conditions.</description><identifier>ISSN: 0306-2619</identifier><identifier>EISSN: 1872-9118</identifier><identifier>DOI: 10.1016/j.apenergy.2011.02.017</identifier><identifier>CODEN: APENDX</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Alcohols: methanol, ethanol, etc ; Alternative fuels. Production and utilization ; Applied sciences ; Carbon monoxide ; computer software ; Conversion ; Differential evolution ; Energy ; Exact sciences and technology ; Fixed bed reactor ; Fixed bed reactor Tri-reformer Optimization Differential evolution Modeling ; Fuels ; hydrogen ; Hydrogen production ; Mathematical models ; Methane ; methanol ; Methyl alcohol ; model validation ; Modeling ; Optimization ; prediction ; Reactors ; steam ; synthesis gas ; system optimization ; temperature ; Tri-reformer</subject><ispartof>Applied energy, 2011-08, Vol.88 (8), p.2691-2701</ispartof><rights>2011 Elsevier Ltd</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c500t-17f3d58c540a04322f35b51aadd8a1d980d7fdf9f3cb34259f29571305f982433</citedby><cites>FETCH-LOGICAL-c500t-17f3d58c540a04322f35b51aadd8a1d980d7fdf9f3cb34259f29571305f982433</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=24061209$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttp://econpapers.repec.org/article/eeeappene/v_3a88_3ay_3a2011_3ai_3a8_3ap_3a2691-2701.htm$$DView record in RePEc$$Hfree_for_read</backlink></links><search><creatorcontrib>Arab Aboosadi, Z.</creatorcontrib><creatorcontrib>Jahanmiri, A.H.</creatorcontrib><creatorcontrib>Rahimpour, M.R.</creatorcontrib><title>Optimization of tri-reformer reactor to produce synthesis gas for methanol production using differential evolution (DE) method</title><title>Applied energy</title><description>This paper presents a study on optimization of a fixed bed tri-reformer reactor (TR). This reactor has been used instead of conventional steam reformer (CSR) and auto thermal reformer (CAR). A theoretical investigation has been performed in order to evaluate the optimal operating conditions and enhancement of methane conversion, hydrogen production and desired H2/CO ratio as a synthesis gas for methanol production. A mathematical heterogeneous model has been used to simulate the reactor. The process performance under steady state conditions was analyzed with respect to key operational parameters (inlet temperature, O2/CH4, CO2/CH4 and steam/CH4 ratios). The influence of these parameters on gas temperature, methane conversion, hydrogen production and H2/CO ratio was investigated. Model validation was carried out by comparison of the reforming model results with industrial data of CSR. Differential evolution (DE) method was applied as a powerful method for optimization. Optimum feed temperature and reactant ratios (CH4/CO2/H2O/O2) are 1100K and 1/1.3/2.46/0.47 respectively. The optimized TR has enhanced methane conversion by 3.8% relative to industrial reformers in a single reactor. Methane conversion, hydrogen yield and H2/CO ratio in optimized TR are 97.9%, 1.84 and 1.7 respectively. The optimization results of tri-reformer were compared with the corresponding predictions from process simulation software operated at the same feed conditions.</description><subject>Alcohols: methanol, ethanol, etc</subject><subject>Alternative fuels. Production and utilization</subject><subject>Applied sciences</subject><subject>Carbon monoxide</subject><subject>computer software</subject><subject>Conversion</subject><subject>Differential evolution</subject><subject>Energy</subject><subject>Exact sciences and technology</subject><subject>Fixed bed reactor</subject><subject>Fixed bed reactor Tri-reformer Optimization Differential evolution Modeling</subject><subject>Fuels</subject><subject>hydrogen</subject><subject>Hydrogen production</subject><subject>Mathematical models</subject><subject>Methane</subject><subject>methanol</subject><subject>Methyl alcohol</subject><subject>model validation</subject><subject>Modeling</subject><subject>Optimization</subject><subject>prediction</subject><subject>Reactors</subject><subject>steam</subject><subject>synthesis gas</subject><subject>system optimization</subject><subject>temperature</subject><subject>Tri-reformer</subject><issn>0306-2619</issn><issn>1872-9118</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><recordid>eNqFkU9vEzEQxVcIJELhK4AviHLYMLb3j32jKoUiReoBerZc7zhxtLtebCdSOPSz401Cj2BpbGn8e09jv6J4S2FJgTaftks94YhhfVgyoHQJbAm0fVYsqGhZKSkVz4sFcGhK1lD5sngV4xYAGGWwKB7vpuQG91sn50fiLUnBlQGtDwMGElCb5ANJnkzBdzuDJB7GtMHoIlnrSDJHBkwbPfr-jByNdtGNa9I5azHgmJzuCe59vzteXn65-XhU-e518cLqPuKb83lR3H-9-Xl9W67uvn2_vlqVpgZIJW0t72ph6go0VJwxy-uHmmrddULTTgroWttZabl54BWrpWWybimH2krBKs4vig8n3zzjrx3GpAYXDfa9HtHvohJCclm1ss7k5T9J2mTfVlaSZbQ5oSb4GPOnqSm4QYeDoqDmaNRW_Y1GzdEoYCpHk4WrkzDghOZJhYh6mnm1V1wLkbdDrqOSazf3ck1zq5FUsRao2qQh270_j6yj0b0NejQuPtmyCpqctczcuxNntVd6HTJz_yO7NzCvGkQmPp8IzFnsHQYVjcPRYOcCmqQ67_73tj9GRsxM</recordid><startdate>20110801</startdate><enddate>20110801</enddate><creator>Arab Aboosadi, Z.</creator><creator>Jahanmiri, A.H.</creator><creator>Rahimpour, M.R.</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>FBQ</scope><scope>IQODW</scope><scope>DKI</scope><scope>X2L</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SU</scope><scope>7TA</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>JG9</scope><scope>7ST</scope><scope>SOI</scope></search><sort><creationdate>20110801</creationdate><title>Optimization of tri-reformer reactor to produce synthesis gas for methanol production using differential evolution (DE) method</title><author>Arab Aboosadi, Z. ; Jahanmiri, A.H. ; Rahimpour, M.R.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c500t-17f3d58c540a04322f35b51aadd8a1d980d7fdf9f3cb34259f29571305f982433</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Alcohols: methanol, ethanol, etc</topic><topic>Alternative fuels. Production and utilization</topic><topic>Applied sciences</topic><topic>Carbon monoxide</topic><topic>computer software</topic><topic>Conversion</topic><topic>Differential evolution</topic><topic>Energy</topic><topic>Exact sciences and technology</topic><topic>Fixed bed reactor</topic><topic>Fixed bed reactor Tri-reformer Optimization Differential evolution Modeling</topic><topic>Fuels</topic><topic>hydrogen</topic><topic>Hydrogen production</topic><topic>Mathematical models</topic><topic>Methane</topic><topic>methanol</topic><topic>Methyl alcohol</topic><topic>model validation</topic><topic>Modeling</topic><topic>Optimization</topic><topic>prediction</topic><topic>Reactors</topic><topic>steam</topic><topic>synthesis gas</topic><topic>system optimization</topic><topic>temperature</topic><topic>Tri-reformer</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Arab Aboosadi, Z.</creatorcontrib><creatorcontrib>Jahanmiri, A.H.</creatorcontrib><creatorcontrib>Rahimpour, M.R.</creatorcontrib><collection>AGRIS</collection><collection>Pascal-Francis</collection><collection>RePEc IDEAS</collection><collection>RePEc</collection><collection>CrossRef</collection><collection>Environmental Engineering Abstracts</collection><collection>Materials Business File</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Materials Research Database</collection><collection>Environment Abstracts</collection><collection>Environment Abstracts</collection><jtitle>Applied energy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Arab Aboosadi, Z.</au><au>Jahanmiri, A.H.</au><au>Rahimpour, M.R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimization of tri-reformer reactor to produce synthesis gas for methanol production using differential evolution (DE) method</atitle><jtitle>Applied energy</jtitle><date>2011-08-01</date><risdate>2011</risdate><volume>88</volume><issue>8</issue><spage>2691</spage><epage>2701</epage><pages>2691-2701</pages><issn>0306-2619</issn><eissn>1872-9118</eissn><coden>APENDX</coden><abstract>This paper presents a study on optimization of a fixed bed tri-reformer reactor (TR). This reactor has been used instead of conventional steam reformer (CSR) and auto thermal reformer (CAR). A theoretical investigation has been performed in order to evaluate the optimal operating conditions and enhancement of methane conversion, hydrogen production and desired H2/CO ratio as a synthesis gas for methanol production. A mathematical heterogeneous model has been used to simulate the reactor. The process performance under steady state conditions was analyzed with respect to key operational parameters (inlet temperature, O2/CH4, CO2/CH4 and steam/CH4 ratios). The influence of these parameters on gas temperature, methane conversion, hydrogen production and H2/CO ratio was investigated. Model validation was carried out by comparison of the reforming model results with industrial data of CSR. Differential evolution (DE) method was applied as a powerful method for optimization. Optimum feed temperature and reactant ratios (CH4/CO2/H2O/O2) are 1100K and 1/1.3/2.46/0.47 respectively. The optimized TR has enhanced methane conversion by 3.8% relative to industrial reformers in a single reactor. Methane conversion, hydrogen yield and H2/CO ratio in optimized TR are 97.9%, 1.84 and 1.7 respectively. The optimization results of tri-reformer were compared with the corresponding predictions from process simulation software operated at the same feed conditions.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.apenergy.2011.02.017</doi><tpages>11</tpages></addata></record> |
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subjects | Alcohols: methanol, ethanol, etc Alternative fuels. Production and utilization Applied sciences Carbon monoxide computer software Conversion Differential evolution Energy Exact sciences and technology Fixed bed reactor Fixed bed reactor Tri-reformer Optimization Differential evolution Modeling Fuels hydrogen Hydrogen production Mathematical models Methane methanol Methyl alcohol model validation Modeling Optimization prediction Reactors steam synthesis gas system optimization temperature Tri-reformer |
title | Optimization of tri-reformer reactor to produce synthesis gas for methanol production using differential evolution (DE) method |
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