Modeling and simulation of Bacillus cereus chitosanase activity during purification using expanded bed chromatography

dc.contributor.authorSouza, Domingos Fabiano de Santana
dc.contributor.authorPadilha, Carlos Eduardo de Araújo
dc.contributor.authorAraújo, Nathália Kelly de
dc.contributor.authorOliveira, Jackson Araújo de
dc.contributor.authorMacedo, Gorete Ribeiro de
dc.contributor.authorSantos, Everaldo Silvino dos
dc.date.accessioned2021-12-06T18:24:29Z
dc.date.available2021-12-06T18:24:29Z
dc.date.issued2016-07
dc.description.resumo−A phenomenological model was used to describe sequentially the three steps (flowthrough, washing and elution) of expanded bed adsorption chromatography for recovery of chitosanases from Bacillus cereus. Additionally, a hybrid strategy for model parameter estimation was carried out using particle swarm optimization and Gauss-Newton algorithms. The model was validated with independent experimental data and the statistical criteria (χ2 and mean squared error tests) showed that the hybrid strategy was more promising than just the heuristic method. With the calibrated model, surface response methodology was applied to obtain the optimal operational conditions, and experiments were performed to confirm these results. Overall, a value of 41.08% for yield was obtained using 700 mM NaCl during elution. In summary, all approach employed in this work was relevant for maximizing the yield of the chromatographic processpt_BR
dc.identifier.citationPADILHA, Carlos Eduardo de Araújo; ARAðJO, Nathália Kelly de; SOUZA, Domingos Fabiano de Santana; OLIVEIRA, Jackson Araújo de; MACEDO, Gorete Ribeiro de; SANTOS, Everaldo Silvino dos. Modeling and simulation of Bacillus cereus chitosanase activity during purification using expanded bed chromatography. Korean Journal Of Chemical Engineering, [S.L.], v. 33, n. 9, p. 2650-2658, 18 jul. 2016. Springer Science and Business Media LLC. http://dx.doi.org/10.1007/s11814-016-0127-1. Disponível em: https://link.springer.com/article/10.1007/s11814-016-0127-1. Acesso em: 05 nov. 2021.pt_BR
dc.identifier.doi10.1007/s11814-016-0127-1.
dc.identifier.issn1975-7220
dc.identifier.urihttps://repositorio.ufrn.br/handle/123456789/45193
dc.languageenpt_BR
dc.publisherSpringerpt_BR
dc.subjectModelingpt_BR
dc.subjectExpanded bed adsorptionpt_BR
dc.subjectChitosanasespt_BR
dc.subjectParticle swarm optimizationpt_BR
dc.subjectGauss-Newtonpt_BR
dc.subjectOptimizationpt_BR
dc.titleModeling and simulation of Bacillus cereus chitosanase activity during purification using expanded bed chromatographypt_BR
dc.typearticlept_BR

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