期刊
WATER RESEARCH
卷 134, 期 -, 页码 92-100出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.watres.2018.01.067
关键词
Electronic nose; Wastewater treatment plant; Olfactometric analysis; Environmental odours
资金
- Programa de Estudantes-Convenio de Pos-Graduacao (PEC-PG) de CAPES/CNPq-Brasil [CAPES-MES 139/11]
- Apoio ao Pesquisador Visitante - APV, de CNPq [451000/2017-0]
Wastewater treatment plants have widely been, described as a significant source of odour nuisance, which has led to an increase of neighbourhood complaints. Therefore, to mitigate the negative impact of odours, the detection and analysis of these emissions are required. This paper presents a measurement system based on an electronic nose for quantitative and qualitative odour analysis of samples collected from six different stages on a wastewater plant. Hence, two features vectors were performed in order to represent quantitative trends of the gaseous mixture sampled on the facility. in addition, odour fingerprints and a PCA were computed to discriminate odours from its sources and to detect relationships among the samples. This approach also comprises a dynamic dilution olfactometer. A PLS regression model was performed to predict the odour concentration by the electronic nose in term of odour units per cubic meter. The results show that the developed electronic nose is a promising and feasible instrument to characterize odours from wastewater plants. (C) 2018 Elsevier Ltd. All rights reserved.
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