Evaluation of the influence of trace metals on methane production from domestic sewage, using the Plackett-Burman experimental design

Detalhes bibliográficos
Autor(a) principal: Silva, Julliana Alves da [UNESP]
Data de Publicação: 2021
Outros Autores: F.M. Braga, Adriana, Fermoso, Fernando G., Zaiat, Marcelo, Silva, Gustavo H.R. [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.jenvman.2021.113002
http://hdl.handle.net/11449/221773
Resumo: Methanogenesis involves several enzymes with trace metal components that catalyze major metabolic pathways and, therefore, requires a sufficient supply of micronutrients such as iron, nickel or cobalt. The statistically-based Plackett-Burman experimental design was adopted in this study to identify which trace metal have a statistically significant effect on the maximum methane production from domestic sewage. The addition of Barium (Ba), Cobalt (Co), Copper (Cu), Iron (Fe), Manganese (Mn), Nickel (Ni) and Selenium (Se) was tested in batch reactors using domestic sewage as the substrate and sewage sludge as the inoculum. The results showed that the addition of Fe was statistically significant, positively affecting the maximum CH4 production (p-value 0.05). The results are expressed in L of CH4 per g of Chemical Oxygen Demand added, increasing it from 0.10 to 0.13 LCH4 gCODadd−1. In L of CH4 per g of Volatile Solids, increased it from 0.031 to 0.040 LCH4 gVS−1. The addition of Se was statistically significant, but with a negative effect on the maximum methane production (p-value 0.002), which decreased from 0.13 to 0.10 LCH4.gCODadd−1. Moreover, six different Fe concentrations (0, 40, 80, 120, 160 and 200 mgL−1) were tested, showing that the addition of 120 mgL−1 had the greatest effect for statistically improving the maximum methane production, with 33% improvement (0.12 ± 0.003 to 0.16 ± 0.012 LCH4 gCODadd−1) compared to no addition of Fe and the specific CH4 production to 0.040 ± 0.001 LCH4 gVS−1.
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spelling Evaluation of the influence of trace metals on methane production from domestic sewage, using the Plackett-Burman experimental designAnaerobic digestionBiogasDesign of experimentsIronMethanogenesis involves several enzymes with trace metal components that catalyze major metabolic pathways and, therefore, requires a sufficient supply of micronutrients such as iron, nickel or cobalt. The statistically-based Plackett-Burman experimental design was adopted in this study to identify which trace metal have a statistically significant effect on the maximum methane production from domestic sewage. The addition of Barium (Ba), Cobalt (Co), Copper (Cu), Iron (Fe), Manganese (Mn), Nickel (Ni) and Selenium (Se) was tested in batch reactors using domestic sewage as the substrate and sewage sludge as the inoculum. The results showed that the addition of Fe was statistically significant, positively affecting the maximum CH4 production (p-value 0.05). The results are expressed in L of CH4 per g of Chemical Oxygen Demand added, increasing it from 0.10 to 0.13 LCH4 gCODadd−1. In L of CH4 per g of Volatile Solids, increased it from 0.031 to 0.040 LCH4 gVS−1. The addition of Se was statistically significant, but with a negative effect on the maximum methane production (p-value 0.002), which decreased from 0.13 to 0.10 LCH4.gCODadd−1. Moreover, six different Fe concentrations (0, 40, 80, 120, 160 and 200 mgL−1) were tested, showing that the addition of 120 mgL−1 had the greatest effect for statistically improving the maximum methane production, with 33% improvement (0.12 ± 0.003 to 0.16 ± 0.012 LCH4 gCODadd−1) compared to no addition of Fe and the specific CH4 production to 0.040 ± 0.001 LCH4 gVS−1.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Department of Civil and Environmental Engineering São Paulo State University (UNESP), Av. Engenheiro Luiz Edmundo Carrijo Coube, 14-01, Vargem LimpaBiological Processes Laboratory Center for Research Development and Innovation in Environmental Engineering São Carlos School of Engineering (EESC) University of São Paulo (USP), Engenharia Ambiental - Bloco 4-F, Av. João Dagnone, Santa Angelina, 13.563-120Instituto de laGrasa (C.S.I.C.) Campus Universitario Pablo de Olavide, Edificio 46, Ctra. de Utrera, km. 1 - 41013Department of Civil and Environmental Engineering São Paulo State University (UNESP), Av. Engenheiro Luiz Edmundo Carrijo Coube, 14-01, Vargem LimpaCAPES: 001CNPq: 150475/2016-0FAPESP: 2015/06246-7FAPESP: 2018/00213-8FAPESP: 2018/18367-1CNPq: 406751/2013-7Universidade Estadual Paulista (UNESP)Universidade de São Paulo (USP)Instituto de laGrasa (C.S.I.C.)Silva, Julliana Alves da [UNESP]F.M. Braga, AdrianaFermoso, Fernando G.Zaiat, MarceloSilva, Gustavo H.R. [UNESP]2022-04-28T19:40:20Z2022-04-28T19:40:20Z2021-09-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.jenvman.2021.113002Journal of Environmental Management, v. 294.1095-86300301-4797http://hdl.handle.net/11449/22177310.1016/j.jenvman.2021.1130022-s2.0-85107909811Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Environmental Managementinfo:eu-repo/semantics/openAccess2022-04-28T19:40:20Zoai:repositorio.unesp.br:11449/221773Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-06T00:02:24.430544Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Evaluation of the influence of trace metals on methane production from domestic sewage, using the Plackett-Burman experimental design
title Evaluation of the influence of trace metals on methane production from domestic sewage, using the Plackett-Burman experimental design
spellingShingle Evaluation of the influence of trace metals on methane production from domestic sewage, using the Plackett-Burman experimental design
Silva, Julliana Alves da [UNESP]
Anaerobic digestion
Biogas
Design of experiments
Iron
title_short Evaluation of the influence of trace metals on methane production from domestic sewage, using the Plackett-Burman experimental design
title_full Evaluation of the influence of trace metals on methane production from domestic sewage, using the Plackett-Burman experimental design
title_fullStr Evaluation of the influence of trace metals on methane production from domestic sewage, using the Plackett-Burman experimental design
title_full_unstemmed Evaluation of the influence of trace metals on methane production from domestic sewage, using the Plackett-Burman experimental design
title_sort Evaluation of the influence of trace metals on methane production from domestic sewage, using the Plackett-Burman experimental design
author Silva, Julliana Alves da [UNESP]
author_facet Silva, Julliana Alves da [UNESP]
F.M. Braga, Adriana
Fermoso, Fernando G.
Zaiat, Marcelo
Silva, Gustavo H.R. [UNESP]
author_role author
author2 F.M. Braga, Adriana
Fermoso, Fernando G.
Zaiat, Marcelo
Silva, Gustavo H.R. [UNESP]
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
Universidade de São Paulo (USP)
Instituto de laGrasa (C.S.I.C.)
dc.contributor.author.fl_str_mv Silva, Julliana Alves da [UNESP]
F.M. Braga, Adriana
Fermoso, Fernando G.
Zaiat, Marcelo
Silva, Gustavo H.R. [UNESP]
dc.subject.por.fl_str_mv Anaerobic digestion
Biogas
Design of experiments
Iron
topic Anaerobic digestion
Biogas
Design of experiments
Iron
description Methanogenesis involves several enzymes with trace metal components that catalyze major metabolic pathways and, therefore, requires a sufficient supply of micronutrients such as iron, nickel or cobalt. The statistically-based Plackett-Burman experimental design was adopted in this study to identify which trace metal have a statistically significant effect on the maximum methane production from domestic sewage. The addition of Barium (Ba), Cobalt (Co), Copper (Cu), Iron (Fe), Manganese (Mn), Nickel (Ni) and Selenium (Se) was tested in batch reactors using domestic sewage as the substrate and sewage sludge as the inoculum. The results showed that the addition of Fe was statistically significant, positively affecting the maximum CH4 production (p-value 0.05). The results are expressed in L of CH4 per g of Chemical Oxygen Demand added, increasing it from 0.10 to 0.13 LCH4 gCODadd−1. In L of CH4 per g of Volatile Solids, increased it from 0.031 to 0.040 LCH4 gVS−1. The addition of Se was statistically significant, but with a negative effect on the maximum methane production (p-value 0.002), which decreased from 0.13 to 0.10 LCH4.gCODadd−1. Moreover, six different Fe concentrations (0, 40, 80, 120, 160 and 200 mgL−1) were tested, showing that the addition of 120 mgL−1 had the greatest effect for statistically improving the maximum methane production, with 33% improvement (0.12 ± 0.003 to 0.16 ± 0.012 LCH4 gCODadd−1) compared to no addition of Fe and the specific CH4 production to 0.040 ± 0.001 LCH4 gVS−1.
publishDate 2021
dc.date.none.fl_str_mv 2021-09-15
2022-04-28T19:40:20Z
2022-04-28T19:40:20Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.jenvman.2021.113002
Journal of Environmental Management, v. 294.
1095-8630
0301-4797
http://hdl.handle.net/11449/221773
10.1016/j.jenvman.2021.113002
2-s2.0-85107909811
url http://dx.doi.org/10.1016/j.jenvman.2021.113002
http://hdl.handle.net/11449/221773
identifier_str_mv Journal of Environmental Management, v. 294.
1095-8630
0301-4797
10.1016/j.jenvman.2021.113002
2-s2.0-85107909811
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of Environmental Management
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
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