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1.
Bioprocess Biosyst Eng ; 38(4): 671-80, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25326720

ABSTRACT

Sucrose from sugarcane is produced in abundance in Brazil, which provides an opportunity to manufacture other high-value products. Gluconic acid (GA) can be produced by multi-enzyme conversion of sucrose using the enzymes invertase, glucose oxidase, and catalase. In this process, one of the byproducts is fructose, which has many commercial applications. This work concerns the batch mode production of GA in an airlift reactor fed with sucrose as substrate. Evaluation was made of the influence of temperature and pH, as well as the thermal stability of the enzymes. Operational conditions of 40 °C and pH 6.0 were selected, based on the enzymatic activity profiles and the thermal stabilities. Under these conditions, the experimental data could be accurately described by kinetic models. The maximum yield of GA was achieved within 3.8 h, with total conversion of sucrose and glucose and a volumetric productivity of around 7.0 g L(-1) h(-1).


Subject(s)
Bioreactors , Gluconates/chemistry , Industrial Microbiology , Sucrose/chemistry , Catalase/chemistry , Chromatography , Enzymes, Immobilized/chemistry , Fructose/chemistry , Glucose/chemistry , Glucose Oxidase/chemistry , Hydrogen Peroxide/chemistry , Hydrogen-Ion Concentration , Temperature , beta-Fructofuranosidase/chemistry
2.
Appl Biochem Biotechnol ; 173(5): 1083-96, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24756607

ABSTRACT

Lignocellulosic biomass is mainly composed of cellulose, hemicellulose, and lignin. Fuzzy logic, in turn, is a branch of many-valued logic based on the paradigm of inference under vagueness. This paper presents a methodology, based on computational intelligence, for modeling the kinetics of a complex reactional system. The design of a fuzzy interpolator to model cellulose hydrolysis is reported, within the perspective of applying kinetic models in bioreactor engineering. Experimental data for various types of lignocellulosic materials were used to develop the interpolator. New experimental data from the enzymatic hydrolysis of a synthetic substrate, on the other hand, were used to validate the methodology. The accuracy of the results indicates that this is a promising approach to extend the application of models fitted for specific situations to different cases, thus enhancing their generality.


Subject(s)
Lignin/metabolism , Models, Chemical , Animals , Bioreactors , Cellulase/metabolism , Cluster Analysis , Hydrolysis , Kinetics , Trichoderma/enzymology
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