Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removal

Detalhes bibliográficos
Autor(a) principal: Shirzad, Mohammad
Data de Publicação: 2018
Outros Autores: Karimi, Mohsen
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/23418
Resumo: Recently, there is a huge volume of polluted wastewater released from the industries, which adversely affects the environment and human health. As a result, finding a simple, inexpensive, and efficient strategy for water purification is one of the major concerns of researchers. In this study, based on the scope of heavy metals removal from the polluted water, the polymer inclusion membrane has been employed for Co(II) removal. In this way, the main separation parameters in the membrane structure and aqueous phases including carrier percentage, percentage of plasticizer, pH of source phase, and receiving phase acid concentration have been considered at the room temperature and atmospheric pressure, simultaneously, by applying the response surface methodology. The range of considered parameters varied between 5 and 35%wt (total weight of the reference membrane), 40–70%wt (total weight of the reference membrane), 2.5–6.5, and 0.5–2.5 mol L–1 for the carrier percentage, percentage of plasticizer, pH of the source phase, and receiving phase acid concentration, respectively. The statistical analysis of experimental tests showed an admissible agreement between these values and model outputs by developing acceptable results for Adj-R2 (0.9978) and p-value (p 0.0001). Also, the ion removal has been optimized by maximizing the removal factor at a constant time of 24 h (%RFmax = 73.25%) to achieve the optimum quantities of considered parameters. A test in the optimal operational conditions with the removal factor of 73.99% verified the reliability and accuracy of the proposed model. Finally, the interaction coefficients between the considered variables are completely analyzed to have a better grasp about the polymer inclusion membranes.
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spelling Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removalCentral composite designCobalt(II) separationOptimizationPolymer inclusion membraneResponse surface methodology (RSM)Recently, there is a huge volume of polluted wastewater released from the industries, which adversely affects the environment and human health. As a result, finding a simple, inexpensive, and efficient strategy for water purification is one of the major concerns of researchers. In this study, based on the scope of heavy metals removal from the polluted water, the polymer inclusion membrane has been employed for Co(II) removal. In this way, the main separation parameters in the membrane structure and aqueous phases including carrier percentage, percentage of plasticizer, pH of source phase, and receiving phase acid concentration have been considered at the room temperature and atmospheric pressure, simultaneously, by applying the response surface methodology. The range of considered parameters varied between 5 and 35%wt (total weight of the reference membrane), 40–70%wt (total weight of the reference membrane), 2.5–6.5, and 0.5–2.5 mol L–1 for the carrier percentage, percentage of plasticizer, pH of the source phase, and receiving phase acid concentration, respectively. The statistical analysis of experimental tests showed an admissible agreement between these values and model outputs by developing acceptable results for Adj-R2 (0.9978) and p-value (p 0.0001). Also, the ion removal has been optimized by maximizing the removal factor at a constant time of 24 h (%RFmax = 73.25%) to achieve the optimum quantities of considered parameters. A test in the optimal operational conditions with the removal factor of 73.99% verified the reliability and accuracy of the proposed model. Finally, the interaction coefficients between the considered variables are completely analyzed to have a better grasp about the polymer inclusion membranes.Biblioteca Digital do IPBShirzad, MohammadKarimi, Mohsen2018-01-19T10:00:00Z20202020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/23418engShirzad, Mohammad; Karimi, Mohsen (2020). Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removal. Desalination and Water Treatment. ISSN 1944-3994. 182, p. 194-2071944-399410.5004/dwt.2020.25214info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-21T10:52:22Zoai:bibliotecadigital.ipb.pt:10198/23418Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:14:24.972713Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removal
title Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removal
spellingShingle Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removal
Shirzad, Mohammad
Central composite design
Cobalt(II) separation
Optimization
Polymer inclusion membrane
Response surface methodology (RSM)
title_short Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removal
title_full Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removal
title_fullStr Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removal
title_full_unstemmed Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removal
title_sort Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removal
author Shirzad, Mohammad
author_facet Shirzad, Mohammad
Karimi, Mohsen
author_role author
author2 Karimi, Mohsen
author2_role author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Shirzad, Mohammad
Karimi, Mohsen
dc.subject.por.fl_str_mv Central composite design
Cobalt(II) separation
Optimization
Polymer inclusion membrane
Response surface methodology (RSM)
topic Central composite design
Cobalt(II) separation
Optimization
Polymer inclusion membrane
Response surface methodology (RSM)
description Recently, there is a huge volume of polluted wastewater released from the industries, which adversely affects the environment and human health. As a result, finding a simple, inexpensive, and efficient strategy for water purification is one of the major concerns of researchers. In this study, based on the scope of heavy metals removal from the polluted water, the polymer inclusion membrane has been employed for Co(II) removal. In this way, the main separation parameters in the membrane structure and aqueous phases including carrier percentage, percentage of plasticizer, pH of source phase, and receiving phase acid concentration have been considered at the room temperature and atmospheric pressure, simultaneously, by applying the response surface methodology. The range of considered parameters varied between 5 and 35%wt (total weight of the reference membrane), 40–70%wt (total weight of the reference membrane), 2.5–6.5, and 0.5–2.5 mol L–1 for the carrier percentage, percentage of plasticizer, pH of the source phase, and receiving phase acid concentration, respectively. The statistical analysis of experimental tests showed an admissible agreement between these values and model outputs by developing acceptable results for Adj-R2 (0.9978) and p-value (p 0.0001). Also, the ion removal has been optimized by maximizing the removal factor at a constant time of 24 h (%RFmax = 73.25%) to achieve the optimum quantities of considered parameters. A test in the optimal operational conditions with the removal factor of 73.99% verified the reliability and accuracy of the proposed model. Finally, the interaction coefficients between the considered variables are completely analyzed to have a better grasp about the polymer inclusion membranes.
publishDate 2018
dc.date.none.fl_str_mv 2018-01-19T10:00:00Z
2020
2020-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10198/23418
url http://hdl.handle.net/10198/23418
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Shirzad, Mohammad; Karimi, Mohsen (2020). Statistical analysis and optimal design of polymer inclusion membrane for water treatment by Co(II) removal. Desalination and Water Treatment. ISSN 1944-3994. 182, p. 194-207
1944-3994
10.5004/dwt.2020.25214
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