Modeling, simulation, and optimization of hydrogen production from microalgae in compact photobioreactors
This study investigates the possibility of hydrogen production from microalgae depending on temperature, and cultivation medium microalgae, oxygen and carbon dioxide concentrations in compact photobioreactors (PBR). A mathematical model generated a system of time dependent ordinary differential equa...
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Veröffentlicht in: | Algal research (Amsterdam) 2023-04, Vol.71, p.103065, Article 103065 |
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creator | Dias, F.G. Vargas, J.V.C. Martins, L.S. Rosa, M.P. Balmant, W. Mariano, A.B. Parise, J.A.R. Ordonez, J.C. Kava, V.M. |
description | This study investigates the possibility of hydrogen production from microalgae depending on temperature, and cultivation medium microalgae, oxygen and carbon dioxide concentrations in compact photobioreactors (PBR). A mathematical model generated a system of time dependent ordinary differential equations (ODE) to predict hydrogen generation in the indirect biophotolysis process originating from microalgae cultivation in tubular compact PBR. The indirect biophotolysis consists of two stages: i) aerobic (microalgae growth with air supply) and ii) anaerobic (consumption of microalgae biomass with hydrogen generation without air supply). A Michaelis-Menten type expression was used to model the rate of H2 generation considering that oxygen and sulfur could inhibit the process. The model was adjusted and experimentally validated against measured H2 production from green microalgae. The maximum rate of hydrogen production from local wild microalgae Tetradesmus obliquus was 6.8×10−7kgH2kgmed−1d−1. The thermodynamic optimization of the system determined that the optimum time of the anaerobic stage was 11 days and 13 h. The herein obtained results demonstrated that it is reasonable to state that a fundamental anaerobic stage optimum time for maximum large-scale H2 production should be expected in any indirect H2 biophotolysis process, no matter the complexity of the actual system.
•Microalgae were grown in 12-m3 compact photobioreactors.•H2 production from microalgae was studied in compact photobioreactors.•An indirect biophotolysis process model was experimentally validated.•An optimal anaerobic stage time (rhythm) for maximum H2 production was found.•The maximum H2 production rate from wild Tetradesmus obliquus was 6.8×10−7kgH2kgmed−1d−1. |
doi_str_mv | 10.1016/j.algal.2023.103065 |
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•Microalgae were grown in 12-m3 compact photobioreactors.•H2 production from microalgae was studied in compact photobioreactors.•An indirect biophotolysis process model was experimentally validated.•An optimal anaerobic stage time (rhythm) for maximum H2 production was found.•The maximum H2 production rate from wild Tetradesmus obliquus was 6.8×10−7kgH2kgmed−1d−1.</description><identifier>ISSN: 2211-9264</identifier><identifier>EISSN: 2211-9264</identifier><identifier>DOI: 10.1016/j.algal.2023.103065</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>air ; Biohydrogen ; biomass ; carbon dioxide ; Experimental validation ; hydrogen production ; Mathematical model ; mathematical models ; microalgae ; Optimization ; oxygen ; photobioreactors ; sulfur ; Sustainable energy ; temperature ; Tetradesmus ; thermodynamics</subject><ispartof>Algal research (Amsterdam), 2023-04, Vol.71, p.103065, Article 103065</ispartof><rights>2023 Elsevier B.V.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c286t-5b66fa90cc2f135011834f105fc8e0ce69cffccd9777b9eeeef30331f78b927c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Dias, F.G.</creatorcontrib><creatorcontrib>Vargas, J.V.C.</creatorcontrib><creatorcontrib>Martins, L.S.</creatorcontrib><creatorcontrib>Rosa, M.P.</creatorcontrib><creatorcontrib>Balmant, W.</creatorcontrib><creatorcontrib>Mariano, A.B.</creatorcontrib><creatorcontrib>Parise, J.A.R.</creatorcontrib><creatorcontrib>Ordonez, J.C.</creatorcontrib><creatorcontrib>Kava, V.M.</creatorcontrib><title>Modeling, simulation, and optimization of hydrogen production from microalgae in compact photobioreactors</title><title>Algal research (Amsterdam)</title><description>This study investigates the possibility of hydrogen production from microalgae depending on temperature, and cultivation medium microalgae, oxygen and carbon dioxide concentrations in compact photobioreactors (PBR). A mathematical model generated a system of time dependent ordinary differential equations (ODE) to predict hydrogen generation in the indirect biophotolysis process originating from microalgae cultivation in tubular compact PBR. The indirect biophotolysis consists of two stages: i) aerobic (microalgae growth with air supply) and ii) anaerobic (consumption of microalgae biomass with hydrogen generation without air supply). A Michaelis-Menten type expression was used to model the rate of H2 generation considering that oxygen and sulfur could inhibit the process. The model was adjusted and experimentally validated against measured H2 production from green microalgae. The maximum rate of hydrogen production from local wild microalgae Tetradesmus obliquus was 6.8×10−7kgH2kgmed−1d−1. The thermodynamic optimization of the system determined that the optimum time of the anaerobic stage was 11 days and 13 h. The herein obtained results demonstrated that it is reasonable to state that a fundamental anaerobic stage optimum time for maximum large-scale H2 production should be expected in any indirect H2 biophotolysis process, no matter the complexity of the actual system.
•Microalgae were grown in 12-m3 compact photobioreactors.•H2 production from microalgae was studied in compact photobioreactors.•An indirect biophotolysis process model was experimentally validated.•An optimal anaerobic stage time (rhythm) for maximum H2 production was found.•The maximum H2 production rate from wild Tetradesmus obliquus was 6.8×10−7kgH2kgmed−1d−1.</description><subject>air</subject><subject>Biohydrogen</subject><subject>biomass</subject><subject>carbon dioxide</subject><subject>Experimental validation</subject><subject>hydrogen production</subject><subject>Mathematical model</subject><subject>mathematical models</subject><subject>microalgae</subject><subject>Optimization</subject><subject>oxygen</subject><subject>photobioreactors</subject><subject>sulfur</subject><subject>Sustainable energy</subject><subject>temperature</subject><subject>Tetradesmus</subject><subject>thermodynamics</subject><issn>2211-9264</issn><issn>2211-9264</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9UMtOwzAQjBBIVKVfwMVHDk3xI88DB1Txkoq4wNlyNuvWVRIHO0EqX4_bcODEXnZ3NLOanSi6ZnTFKMtu9yvVbFWz4pSLgAiapWfRjHPG4pJnyfmf-TJaeL-nocqE0ZTOIvNqa2xMt10Sb9qxUYOx3ZKoria2H0xrvk8IsZrsDrWzW-xI72w9wgnWzrakNeDs0QMS0xGwba9gIP3ODrYy1mHYrPNX0YVWjcfFb59HH48P7-vnePP29LK-38TAi2yI0yrLtCopANdMpJSxQiQ6mNVQIAXMStAaoC7zPK9KDKUFFYLpvKhKnoOYRzfT3WDzc0Q_yNZ4wKZRHdrRS8FSwWmWpCJQxUQN_r13qGXvTKvcQTIqj9nKvTxlK4_ZyinboLqbVBi--DLopAeDHWBtHMIga2v-1f8A5x2Fbw</recordid><startdate>20230401</startdate><enddate>20230401</enddate><creator>Dias, F.G.</creator><creator>Vargas, J.V.C.</creator><creator>Martins, L.S.</creator><creator>Rosa, M.P.</creator><creator>Balmant, W.</creator><creator>Mariano, A.B.</creator><creator>Parise, J.A.R.</creator><creator>Ordonez, J.C.</creator><creator>Kava, V.M.</creator><general>Elsevier B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20230401</creationdate><title>Modeling, simulation, and optimization of hydrogen production from microalgae in compact photobioreactors</title><author>Dias, F.G. ; Vargas, J.V.C. ; Martins, L.S. ; Rosa, M.P. ; Balmant, W. ; Mariano, A.B. ; Parise, J.A.R. ; Ordonez, J.C. ; Kava, V.M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c286t-5b66fa90cc2f135011834f105fc8e0ce69cffccd9777b9eeeef30331f78b927c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>air</topic><topic>Biohydrogen</topic><topic>biomass</topic><topic>carbon dioxide</topic><topic>Experimental validation</topic><topic>hydrogen production</topic><topic>Mathematical model</topic><topic>mathematical models</topic><topic>microalgae</topic><topic>Optimization</topic><topic>oxygen</topic><topic>photobioreactors</topic><topic>sulfur</topic><topic>Sustainable energy</topic><topic>temperature</topic><topic>Tetradesmus</topic><topic>thermodynamics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dias, F.G.</creatorcontrib><creatorcontrib>Vargas, J.V.C.</creatorcontrib><creatorcontrib>Martins, L.S.</creatorcontrib><creatorcontrib>Rosa, M.P.</creatorcontrib><creatorcontrib>Balmant, W.</creatorcontrib><creatorcontrib>Mariano, A.B.</creatorcontrib><creatorcontrib>Parise, J.A.R.</creatorcontrib><creatorcontrib>Ordonez, J.C.</creatorcontrib><creatorcontrib>Kava, V.M.</creatorcontrib><collection>CrossRef</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Algal research (Amsterdam)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dias, F.G.</au><au>Vargas, J.V.C.</au><au>Martins, L.S.</au><au>Rosa, M.P.</au><au>Balmant, W.</au><au>Mariano, A.B.</au><au>Parise, J.A.R.</au><au>Ordonez, J.C.</au><au>Kava, V.M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modeling, simulation, and optimization of hydrogen production from microalgae in compact photobioreactors</atitle><jtitle>Algal research (Amsterdam)</jtitle><date>2023-04-01</date><risdate>2023</risdate><volume>71</volume><spage>103065</spage><pages>103065-</pages><artnum>103065</artnum><issn>2211-9264</issn><eissn>2211-9264</eissn><abstract>This study investigates the possibility of hydrogen production from microalgae depending on temperature, and cultivation medium microalgae, oxygen and carbon dioxide concentrations in compact photobioreactors (PBR). A mathematical model generated a system of time dependent ordinary differential equations (ODE) to predict hydrogen generation in the indirect biophotolysis process originating from microalgae cultivation in tubular compact PBR. The indirect biophotolysis consists of two stages: i) aerobic (microalgae growth with air supply) and ii) anaerobic (consumption of microalgae biomass with hydrogen generation without air supply). A Michaelis-Menten type expression was used to model the rate of H2 generation considering that oxygen and sulfur could inhibit the process. The model was adjusted and experimentally validated against measured H2 production from green microalgae. The maximum rate of hydrogen production from local wild microalgae Tetradesmus obliquus was 6.8×10−7kgH2kgmed−1d−1. The thermodynamic optimization of the system determined that the optimum time of the anaerobic stage was 11 days and 13 h. The herein obtained results demonstrated that it is reasonable to state that a fundamental anaerobic stage optimum time for maximum large-scale H2 production should be expected in any indirect H2 biophotolysis process, no matter the complexity of the actual system.
•Microalgae were grown in 12-m3 compact photobioreactors.•H2 production from microalgae was studied in compact photobioreactors.•An indirect biophotolysis process model was experimentally validated.•An optimal anaerobic stage time (rhythm) for maximum H2 production was found.•The maximum H2 production rate from wild Tetradesmus obliquus was 6.8×10−7kgH2kgmed−1d−1.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.algal.2023.103065</doi></addata></record> |
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subjects | air Biohydrogen biomass carbon dioxide Experimental validation hydrogen production Mathematical model mathematical models microalgae Optimization oxygen photobioreactors sulfur Sustainable energy temperature Tetradesmus thermodynamics |
title | Modeling, simulation, and optimization of hydrogen production from microalgae in compact photobioreactors |
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