Evaluating an e-nose ability to detect biogas plant efficiency: a case study

The demand for online monitoring and control of biogas process is increasing, since better monitoring and control system can improve process plants stability and economy. A number of parameters in both the liquid and the gas phase have been suggested as process indicators (pH, alkalinity, VFA and H2...

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Main Authors: Annamaria Costa, Francesco Maria Tangorra, Mauro Zaninelli, Roberto Oberti, Antoniotto Guidobono Cavalchini, Giovanni Savoini, Massimo Lazzari
Format: Article
Language:English
Published: Taylor & Francis Group 2016-01-01
Series:Italian Journal of Animal Science
Subjects:
Online Access:http://dx.doi.org/10.1080/1828051X.2016.1147930
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spelling doaj-e2c0b70c27694d5fa64c78bb91b821b02020-11-25T01:29:03ZengTaylor & Francis GroupItalian Journal of Animal Science1828-051X2016-01-0115111612310.1080/1828051X.2016.11479301147930Evaluating an e-nose ability to detect biogas plant efficiency: a case studyAnnamaria Costa0Francesco Maria Tangorra1Mauro Zaninelli2Roberto Oberti3Antoniotto Guidobono Cavalchini4Giovanni Savoini5Massimo Lazzari6la produzione animale e la sicurezza alimentare, University of Milanola produzione animale e la sicurezza alimentare, University of MilanoUniversità Telematica San RaffaeleUniversity of Milanola produzione animale e la sicurezza alimentare, University of Milanola produzione animale e la sicurezza alimentare, University of Milanola produzione animale e la sicurezza alimentare, University of MilanoThe demand for online monitoring and control of biogas process is increasing, since better monitoring and control system can improve process plants stability and economy. A number of parameters in both the liquid and the gas phase have been suggested as process indicators (pH, alkalinity, VFA and H2, redox potential, biogas production rate, biogas composition, FOS/TAC ratio, COD and/or VS reduction). The present study proposes the use of complex sensors as a possible solution to engineer a consistent control system. Tests were performed to analyze the biogas coming from a biogas plant in which conditions of pre-overloading and overloading were artificially inducted. The different inducted functioning conditions were recognised using a FOS/TAC tester, or the ratio volatile organic acids/alkaline buffer capacity. The FOS/TAC ratio has long been recognized extending as far as the imminent inversion of the digester biology to be detected at an early stage. Data coming from the e-nose were sorted and classified according to FOS/TAC ratio as a reference method. Not all the sensors of the e-nose were reactive to manure digestates, but four of them, sensitive to aromatic compounds, ammonia alkanes and methane, resulted crucial in the samples identification. Results confirmed that the e-nose can discriminate different digestion conditions, demonstrating the possibility to reduce the number of sensors in this innovative tool for biogas control systems. However, this instrument cannot be considered a complete alternative to traditional analysis systems, as, for example, the FOS/TAC titration, but a supporting tool for a quick analysis of the system.http://dx.doi.org/10.1080/1828051X.2016.1147930Digestatese-noseoverloadingsensors of the e-nose
collection DOAJ
language English
format Article
sources DOAJ
author Annamaria Costa
Francesco Maria Tangorra
Mauro Zaninelli
Roberto Oberti
Antoniotto Guidobono Cavalchini
Giovanni Savoini
Massimo Lazzari
spellingShingle Annamaria Costa
Francesco Maria Tangorra
Mauro Zaninelli
Roberto Oberti
Antoniotto Guidobono Cavalchini
Giovanni Savoini
Massimo Lazzari
Evaluating an e-nose ability to detect biogas plant efficiency: a case study
Italian Journal of Animal Science
Digestates
e-nose
overloading
sensors of the e-nose
author_facet Annamaria Costa
Francesco Maria Tangorra
Mauro Zaninelli
Roberto Oberti
Antoniotto Guidobono Cavalchini
Giovanni Savoini
Massimo Lazzari
author_sort Annamaria Costa
title Evaluating an e-nose ability to detect biogas plant efficiency: a case study
title_short Evaluating an e-nose ability to detect biogas plant efficiency: a case study
title_full Evaluating an e-nose ability to detect biogas plant efficiency: a case study
title_fullStr Evaluating an e-nose ability to detect biogas plant efficiency: a case study
title_full_unstemmed Evaluating an e-nose ability to detect biogas plant efficiency: a case study
title_sort evaluating an e-nose ability to detect biogas plant efficiency: a case study
publisher Taylor & Francis Group
series Italian Journal of Animal Science
issn 1828-051X
publishDate 2016-01-01
description The demand for online monitoring and control of biogas process is increasing, since better monitoring and control system can improve process plants stability and economy. A number of parameters in both the liquid and the gas phase have been suggested as process indicators (pH, alkalinity, VFA and H2, redox potential, biogas production rate, biogas composition, FOS/TAC ratio, COD and/or VS reduction). The present study proposes the use of complex sensors as a possible solution to engineer a consistent control system. Tests were performed to analyze the biogas coming from a biogas plant in which conditions of pre-overloading and overloading were artificially inducted. The different inducted functioning conditions were recognised using a FOS/TAC tester, or the ratio volatile organic acids/alkaline buffer capacity. The FOS/TAC ratio has long been recognized extending as far as the imminent inversion of the digester biology to be detected at an early stage. Data coming from the e-nose were sorted and classified according to FOS/TAC ratio as a reference method. Not all the sensors of the e-nose were reactive to manure digestates, but four of them, sensitive to aromatic compounds, ammonia alkanes and methane, resulted crucial in the samples identification. Results confirmed that the e-nose can discriminate different digestion conditions, demonstrating the possibility to reduce the number of sensors in this innovative tool for biogas control systems. However, this instrument cannot be considered a complete alternative to traditional analysis systems, as, for example, the FOS/TAC titration, but a supporting tool for a quick analysis of the system.
topic Digestates
e-nose
overloading
sensors of the e-nose
url http://dx.doi.org/10.1080/1828051X.2016.1147930
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