Activated sludge process monitoring through in situ near-infrared spectral analysis

Detalhes bibliográficos
Autor(a) principal: Dias, A. M. A.
Data de Publicação: 2008
Outros Autores: Moita, I., Páscoa, R., Alves, M. M., Lopes, J. A., Ferreira, Eugénio C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/8128
Resumo: The application of near infrared (NIR) spectroscopy for industrial process monitoring is achieving increasing importance over the last twenty years. In fact, the real time monitoring capacity of NIR spectroscopy is a very important feature for process monitoring, prediction and control as it allows a fast evaluation of the state of the process. However, the application of NIR spectroscopy in wastewater treatment processes is still to be explored. Although some applications of the technique for wastewater monitoring have been reported in the literature, there is still a need for more investigation related with applications, limitations and advantages of the technique when compared with other methods. An activated sludge reactor for aerobic treatment of a complex medium was monitored in situ with a NIR transflectance probe and traditional chemical parameters analysed off-line. NIR spectrophotometric data measured at the feed, reactor and settler were coupled to principal component analysis (PCA) to infer about the ability of this monitoring system to detect changes in the feed influent. The analysis of the score plots resulting from PCA permitted to identify the moments at which the perturbations occurred and to follow the consequent instability induced in the reactor till the day where the system is recuperated. The promising results obtained, suggest the interest in more detailed studies on the feasibility of NIR spectroscopy as an alternative method for monitoring and control of wastewater treatment processes.
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spelling Activated sludge process monitoring through in situ near-infrared spectral analysisActivated sludge processChemometricsNear infrared spectroscopy (NIR) on-line monitoringWastewater treatmentnear infrared spectroscopy (NIR)on-line monitoringScience & TechnologyThe application of near infrared (NIR) spectroscopy for industrial process monitoring is achieving increasing importance over the last twenty years. In fact, the real time monitoring capacity of NIR spectroscopy is a very important feature for process monitoring, prediction and control as it allows a fast evaluation of the state of the process. However, the application of NIR spectroscopy in wastewater treatment processes is still to be explored. Although some applications of the technique for wastewater monitoring have been reported in the literature, there is still a need for more investigation related with applications, limitations and advantages of the technique when compared with other methods. An activated sludge reactor for aerobic treatment of a complex medium was monitored in situ with a NIR transflectance probe and traditional chemical parameters analysed off-line. NIR spectrophotometric data measured at the feed, reactor and settler were coupled to principal component analysis (PCA) to infer about the ability of this monitoring system to detect changes in the feed influent. The analysis of the score plots resulting from PCA permitted to identify the moments at which the perturbations occurred and to follow the consequent instability induced in the reactor till the day where the system is recuperated. The promising results obtained, suggest the interest in more detailed studies on the feasibility of NIR spectroscopy as an alternative method for monitoring and control of wastewater treatment processes.Fundação para a Ciência e a Tecnologia (Portugal) - POCTI/AMB/60141/2001.IWA PublishingUniversidade do MinhoDias, A. M. A.Moita, I.Páscoa, R.Alves, M. M.Lopes, J. A.Ferreira, Eugénio C.20082008-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/8128eng"Water Science & Technology". ISSN 0273-1223. 57:10 (2008) 1643-1650.0273-122310.2166/wst.2008.14718520023info: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:RCAAP2024-05-11T04:30:17Zoai:repositorium.sdum.uminho.pt:1822/8128Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-05-11T04:30:17Repositório 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 Activated sludge process monitoring through in situ near-infrared spectral analysis
title Activated sludge process monitoring through in situ near-infrared spectral analysis
spellingShingle Activated sludge process monitoring through in situ near-infrared spectral analysis
Dias, A. M. A.
Activated sludge process
Chemometrics
Near infrared spectroscopy (NIR) on-line monitoring
Wastewater treatment
near infrared spectroscopy (NIR)
on-line monitoring
Science & Technology
title_short Activated sludge process monitoring through in situ near-infrared spectral analysis
title_full Activated sludge process monitoring through in situ near-infrared spectral analysis
title_fullStr Activated sludge process monitoring through in situ near-infrared spectral analysis
title_full_unstemmed Activated sludge process monitoring through in situ near-infrared spectral analysis
title_sort Activated sludge process monitoring through in situ near-infrared spectral analysis
author Dias, A. M. A.
author_facet Dias, A. M. A.
Moita, I.
Páscoa, R.
Alves, M. M.
Lopes, J. A.
Ferreira, Eugénio C.
author_role author
author2 Moita, I.
Páscoa, R.
Alves, M. M.
Lopes, J. A.
Ferreira, Eugénio C.
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Dias, A. M. A.
Moita, I.
Páscoa, R.
Alves, M. M.
Lopes, J. A.
Ferreira, Eugénio C.
dc.subject.por.fl_str_mv Activated sludge process
Chemometrics
Near infrared spectroscopy (NIR) on-line monitoring
Wastewater treatment
near infrared spectroscopy (NIR)
on-line monitoring
Science & Technology
topic Activated sludge process
Chemometrics
Near infrared spectroscopy (NIR) on-line monitoring
Wastewater treatment
near infrared spectroscopy (NIR)
on-line monitoring
Science & Technology
description The application of near infrared (NIR) spectroscopy for industrial process monitoring is achieving increasing importance over the last twenty years. In fact, the real time monitoring capacity of NIR spectroscopy is a very important feature for process monitoring, prediction and control as it allows a fast evaluation of the state of the process. However, the application of NIR spectroscopy in wastewater treatment processes is still to be explored. Although some applications of the technique for wastewater monitoring have been reported in the literature, there is still a need for more investigation related with applications, limitations and advantages of the technique when compared with other methods. An activated sludge reactor for aerobic treatment of a complex medium was monitored in situ with a NIR transflectance probe and traditional chemical parameters analysed off-line. NIR spectrophotometric data measured at the feed, reactor and settler were coupled to principal component analysis (PCA) to infer about the ability of this monitoring system to detect changes in the feed influent. The analysis of the score plots resulting from PCA permitted to identify the moments at which the perturbations occurred and to follow the consequent instability induced in the reactor till the day where the system is recuperated. The promising results obtained, suggest the interest in more detailed studies on the feasibility of NIR spectroscopy as an alternative method for monitoring and control of wastewater treatment processes.
publishDate 2008
dc.date.none.fl_str_mv 2008
2008-01-01T00:00:00Z
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 https://hdl.handle.net/1822/8128
url https://hdl.handle.net/1822/8128
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv "Water Science & Technology". ISSN 0273-1223. 57:10 (2008) 1643-1650.
0273-1223
10.2166/wst.2008.147
18520023
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv IWA Publishing
publisher.none.fl_str_mv IWA Publishing
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv mluisa.alvim@gmail.com
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