Evaluation of the influence of trace metals on methane production from domestic sewage, using the Plackett-Burman experimental design
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , |
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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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) |
repository.mail.fl_str_mv |
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1808129575546257408 |