title: Online monitoring of P(3HB) produced from used cooking oil with near-infrared spectroscopy.
abstract: Online monitoring process for the production of polyhydroxyalkanoates (PHA), using cooking oil (UCO) as the sole carbon source and Cupriavidus necator, was developed. A batch reactor was operated and hydroxybutyrate homopolymer was obtained. The biomass reached a maximum concentration of 11.6±1.7gL(-1) with a polymer content of 63±10.7% (w/w). The yield of product on substrate was 0.77±0.04gg(-1). Near-infrared (NIR) spectroscopy was used for online monitoring of the fermentation, using a transflectance probe. Partial least squares regression was applied to relate NIR spectra with biomass, UCO and PHA concentrations in the broth. The NIR predictions were compared with values obtained by offline reference methods. Prediction errors to these parameters were 1.18, 2.37 and 1.58gL(-1) for biomass, UCO and PHA, respectively, which indicate the suitability of the NIR spectroscopy method for online monitoring and as a method to assist bioreactor control.
authors.affiliation: REQUIMTE/CQFB, Departamento de Química, FCT/Universidade Nova de Lisboa, 2829-516 Caparica, Portugal.
authors.forename: Madalena V
authors.initials: MV
authors.lastname: Cruz
authors.affiliation: REQUIMTE, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, Rua Jorge Viterbo Ferreira, 228 4050-313 Porto, Portugal.
authors.forename: Mafalda Cruz
authors.initials: MC
authors.lastname: Sarraguça
authors.affiliation: REQUIMTE/CQFB, Departamento de Química, FCT/Universidade Nova de Lisboa, 2829-516 Caparica, Portugal.
authors.forename: Filomena
authors.initials: F
authors.lastname: Freitas
authors.affiliation: Departamento de Farmácia Galénica e Tecnologia Farmacêutica, Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal. Electronic address: jlopes@ff.ulisboa.pt.
authors.forename: João Almeida
authors.initials: JA
authors.lastname: Lopes
authors.affiliation: REQUIMTE/CQFB, Departamento de Química, FCT/Universidade Nova de Lisboa, 2829-516 Caparica, Portugal.
authors.forename: Maria A M
authors.initials: MA
authors.lastname: Reis
mesh_terms: D019149:Bioreactors / Q000382:microbiology; D020118:Cupriavidus necator / Q000378:metabolism; D009821:Oils / Q000737:chemistry*; D054813:Polyhydroxyalkanoates / Q000737:chemistry*; D019265:Spectroscopy, Near-Infrared / Q000379:methods*
chemical_list: D009821:Oils; D054813:Polyhydroxyalkanoates
keywords: Near-infrared spectroscopy; Online bioreactor monitoring; Partial least squares; Polyhydroxyalkanoates; Used cooking oil