Activated sludge process monitoring through in situ near-infrared spectral analysis
Autor(a) principal: | |
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Data de Publicação: | 2008 |
Outros Autores: | , , , , |
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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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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1817544332541952000 |