title: Upscaling of an electronic nose for completely stirred tank reactor stability monitoring from pilot-scale to real-scale agricultural co-digestion biogas plant.
abstract: This study investigated the use of an electronic nose for on-line anaerobic reactor state monitoring at the pilot-scale level and then upscaling to the full-scale level. E-nose indicator was compared to classical state indicators such as pH, alkalinity, volatile fatty acids concentration and to other gas phase compounds. Multivariate statistical process control method, based on principal component analysis and the Hotelling's T(2) statistics was used to derive an indicator representative of the reactor state. At the pilot-scale level, the e-nose indicator was relevant and could distinguish 3 process states: steady-state, transient and collapsing process. At the full-scale level, the e-nose indicator could provide the warning of the major disturbance whereas two slight disturbances were not detected and it gave one major false alarm. This work showed that gas phase relation with anaerobic process should be deeper investigated, as an e-nose could indicate the reactor state, focusing on the gas phase.
authors.affiliation: University of Liège, Arlon Campus Environnement, Avenue de Longwy 185, 6700 Arlon, Belgium. Electronic address: Gilles.Adam@ulg.ac.be.
authors.forename: Gilles
authors.initials: G
authors.lastname: Adam
authors.affiliation: EVA Environment and Agro-biotechnologies Department, Centre de Recherche Public Gabriel Lippmann, Rue du Brill 41, L-4422 Belvaux, Luxembourg.
authors.forename: Sébastien
authors.initials: S
authors.lastname: Lemaigre
authors.affiliation: EVA Environment and Agro-biotechnologies Department, Centre de Recherche Public Gabriel Lippmann, Rue du Brill 41, L-4422 Belvaux, Luxembourg.
authors.forename: Xavier
authors.initials: X
authors.lastname: Goux
authors.affiliation: EVA Environment and Agro-biotechnologies Department, Centre de Recherche Public Gabriel Lippmann, Rue du Brill 41, L-4422 Belvaux, Luxembourg.
authors.forename: Philippe
authors.initials: P
authors.lastname: Delfosse
authors.affiliation: University of Liège, Arlon Campus Environnement, Avenue de Longwy 185, 6700 Arlon, Belgium.
authors.forename: Anne-Claude
authors.initials: AC
authors.lastname: Romain
mesh_terms: D000383:Agriculture; D056804:Biofuels / Q000032:analysis*; D019149:Bioreactors; D001709:Biotechnology / Q000295:instrumentation* / Q000379:methods*; D062609:Electronic Nose; D006863:Hydrogen-Ion Concentration; D009930:Organic Chemicals / Q000032:analysis; D010865:Pilot Projects; D025341:Principal Component Analysis
chemical_list: D056804:Biofuels; D009930:Organic Chemicals
keywords: Anaerobic digestion; Artificial olfaction; Multivariate statistical process control; Process monitoring