TY - JOUR
T1 - Online monitoring of P(3HB) produced from used cooking oil with near-infrared spectroscopy
AU - Cruz, Madalena V.
AU - Sarraguça, Mafalda Cruz
AU - Freitas, Filomena
AU - Lopes, João Almeida
AU - Reis, Maria A M
N1 - Sem PDF.
PY - 2015/1/1
Y1 - 2015/1/1
N2 - 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.
AB - 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.
KW - Near-infrared spectroscopy
KW - Online bioreactor monitoring
KW - Partial least squares
KW - Polyhydroxyalkanoates
KW - Used cooking oil
UR - http://www.scopus.com/inward/record.url?scp=84919897626&partnerID=8YFLogxK
U2 - 10.1016/j.jbiotec.2014.11.022
DO - 10.1016/j.jbiotec.2014.11.022
M3 - Article
C2 - 25455015
AN - SCOPUS:84919897626
SN - 0168-1656
VL - 194
SP - 1
EP - 9
JO - Journal of Biotechnology
JF - Journal of Biotechnology
ER -