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Application of multifractal wavelet analysis to spontaneous fermentation processes

dc.contributor.authorIbarra Junquera, Vrani
dc.contributor.authorEscalante Minakata, María del Pilar
dc.contributor.authorRosu Barbus, Haret-Codratian
dc.date.accessioned2018-03-21T23:42:34Z
dc.date.available2018-03-21T23:42:34Z
dc.date.issued2008
dc.identifier.citationV. Ibarra-Junquera, J.S. Murguía, P. Escalante-Minakata, H.C. Rosu, Application of multifractal wavelet analysis to spontaneous fermentation processes, Physica A: Statistical Mechanics and its Applications, Volume 387, Issue 12, 2008, Pages 2802-2808, ISSN 0378-4371, http://dx.doi.org/10.1016/j.physa.2008.01.083.
dc.identifier.urihttp://hdl.handle.net/11627/3515
dc.description.abstract"An algorithm is presented here to get more detailed information, of mixed cul-ture type, based exclusively on the biomass concentration data for fermentation processes. The analysis is performed with only the on-line measurements of the re-dox potential being available. It is a two-step procedure which includes an Artiffial Neural Network (ANN) that relates the redox potential to the biomass concen-trations in the first step. Next, a multifractal wavelet analysis is performed using the biomass estimates of the process. In this context, our results show that the redox potential is a valuable indicator of microorganism metabolic activity during the spontaneous fermentation. In this paper, the detailed design of the multifractal wavelet analysis is presented, as well as its direct experimental application at the laboratory level."
dc.publisherElsevier
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectMultifractal
dc.subjectWavelet
dc.subjectMixed-culture
dc.subjectSpontaneous fermentation
dc.subjectRedox potential
dc.subject.classificationCIENCIAS FÍSICO MATEMÁTICAS Y CIENCIAS DE LA TIERRA
dc.titleApplication of multifractal wavelet analysis to spontaneous fermentation processes
dc.typearticle
dc.identifier.doihttps://doi.org/10.1016/j.physa.2008.01.083
dc.rights.accessAcceso Abierto


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