Literature DB >> 29161574

Fast spectroscopic monitoring of inhibitors in the 2G ethanol process.

Ariane S S Pinto1, Marcelo P A Ribeiro2, Cristiane S Farinas3.   

Abstract

One of the main challenges of second generation (2G) ethanol production is the high quantities of phenolic compounds and furan derivatives generated in the pretreatment of the lignocellulosic biomass, which inhibit the enzymatic hydrolysis and fermentation steps. Fast monitoring of these inhibitory compounds could provide better control of the pretreatment, hydrolysis, and fermentation processes by enabling the implementation of strategic process control actions. We investigated the feasibility of monitoring these inhibitory compounds by ultraviolet-visible (UV-Vis) spectroscopy associated with partial least squares (PLS) regression. Hydroxymethylfurfural, furfural, vanillin, and ferulic and p-coumaric acids generated during different severities of liquid hot water pretreatment of sugarcane bagasse were quantified with highly accuracy. In cross-validation (leave-one-out), the PLS-UV-Vis method presented root mean square error of prediction (RMSECV) of around only 5.0%. The results demonstrated that the monitoring performance achieved with PLS-UV-Vis could support future studies of optimization and control protocols for application in industrial processes.
Copyright © 2017 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Furaldehydes; Liquid hot water pretreatment; Partial least squares (PLS) regression; Phenolic compounds; Sugarcane bagasse; Ultraviolet–visible (UV–Vis) spectroscopy

Mesh:

Substances:

Year:  2017        PMID: 29161574     DOI: 10.1016/j.biortech.2017.11.033

Source DB:  PubMed          Journal:  Bioresour Technol        ISSN: 0960-8524            Impact factor:   9.642


  1 in total

1.  Weight interpretation of artificial neural network model for analysis of rice (Oryza sativa L.) with near-infrared spectroscopy.

Authors:  Seungwoo Son; Donghwi Kim; Myoung Choul Choi; Joonhee Lee; Byungjoo Kim; Chang Min Choi; Sunghwan Kim
Journal:  Food Chem X       Date:  2022-08-12
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.