2011
DOI: 10.1016/j.biortech.2010.12.052
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Real time monitoring of a biogas digester with gas chromatography, near-infrared spectroscopy, and membrane-inlet mass spectrometry

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Cited by 73 publications
(69 citation statements)
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“…However, the training data set to calculate the distance from the steady-state process must be carefully managed [11,30]. True performance of a gas sensor array for biogas process monitoring could only be estimated by extending the present work to conditions prevailing in real agricultural situations while comparing results with VFA monitoring in the liquid phase, the latter being a well accepted method for identifying organic overload state the anaerobic process [8,[37][38][39][40]. For future experiments, an automated e-nose system that acquires automatically the biogas sample and gives real-time monitoring on hourly basis of the bioreactor status should be evaluated, allowing process control and possibly some interventions on the bioreactors.…”
Section: Future Workmentioning
confidence: 99%
“…However, the training data set to calculate the distance from the steady-state process must be carefully managed [11,30]. True performance of a gas sensor array for biogas process monitoring could only be estimated by extending the present work to conditions prevailing in real agricultural situations while comparing results with VFA monitoring in the liquid phase, the latter being a well accepted method for identifying organic overload state the anaerobic process [8,[37][38][39][40]. For future experiments, an automated e-nose system that acquires automatically the biogas sample and gives real-time monitoring on hourly basis of the bioreactor status should be evaluated, allowing process control and possibly some interventions on the bioreactors.…”
Section: Future Workmentioning
confidence: 99%
“…Furthermore, combination of pH and ORP also reflects fermentation pathway which links to methanogenesis efficiency (Ren et al, 2002). Spectroscopy has more application in monitoring parameters of gas phase than liquid phase, i.e., near-infrared (NIR) for gas components (Ward et al, 2011), but is limited by sensitivity in biogas monitoring. Recent progress in accuracy of biogas flow rate monitoring made it very attractive approach for gas-phase online monitoring.…”
mentioning
confidence: 99%
“…Lots of methods have been developed for online monitoring of parameters in both the liquid and gas phases of AD, including chromatography (Lenz et al, 2011;Ward et al, 2011), pH titration (Lutzhoft et al, 2014), fuel cell (Liu et al, 2011), and spectroscopy (Ward et al, 2011), but their applications are limited in practice owing to robustness and accuracy. For example, gas chromatography is the most accurate method for volatile fatty acids (VFAs) monitoring in liquid phase, but pretreatment of liquid samples is great challenge due to complexity of AD slurry (Lenz et al, 2011;Ward et al, 2011). Titration could be directly applied in monitoring total VFAs of the AD slurry, but its accuracy is limited by variation of pH buffer capacity (Lutzhoft et al, 2014).…”
mentioning
confidence: 99%
“…Para mensurar a evolução do processo, algumas variáveis deverão ser monitoradas ou controladas (WARD et al, 2011;GASCH et al, 2013 …”
Section: Introductionunclassified