Comparison on the estimation of the biomass of a batch bioreactor through fuzzy systems, neural networks and adaptive neuro-fuzzy inference system

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dc.contributor.authorMuñoz, A.A.G.
dc.contributor.authorQuintero, O.L.
dc.contributor.departmentUniversidad EAFIT. Departamento de Cienciasspa
dc.contributor.researchgroupModelado Matemáticospa
dc.creatorMuñoz, A.A.G.
dc.creatorQuintero, O.L.
dc.date.accessioned2021-04-12T14:11:47Z
dc.date.available2021-04-12T14:11:47Z
dc.date.issued2011-01-01
dc.description.abstractThe estimation of biomass production of d-endotoxins of the Bacillus thuringiensis (Bt) is a major problem in biotechnological processes, as bio-insecticides, which has been addressed with different methodologies such as extended Kalman filters (EKF), phenomenological observers, among others. This paper presents a comparison in the estimation of biomass concentration of d - endotoxins of the Bacillus thuringiensis (Bt), using Mamdani fuzzy inference systems (FIS), neural networks (NN) and adaptive neuro-fuzzy inference system (ANFIS) trained with differents clustering algorithms; and comparing the associated outcomes among these. © 2011 IEEE.eng
dc.identifierhttps://eafit.fundanetsuite.com/Publicaciones/ProdCientif/PublicacionFrw.aspx?id=2412
dc.identifier.doi10.1109/TAAI.2011.15
dc.identifier.isbn9780769546018
dc.identifier.otherSCOPUS;2-s2.0-84855915895
dc.identifier.urihttp://hdl.handle.net/10784/27887
dc.language.isoengeng
dc.relation.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84855915895&doi=10.1109%2fTAAI.2011.15&partnerID=40&md5=d65892a944cfa7cfc12ebb7512021a5b
dc.sourceComparison On The Estimation Of The Biomass Of A Batch Bioreactor Through Fuzzy Systems, Neural Networks And Adaptive Neuro-Fuzzy Inference System
dc.subject.keywordAdaptive neuro-fuzzy inference systemeng
dc.subject.keywordBacillus thuringiensiseng
dc.subject.keywordBatch bioreactorseng
dc.subject.keywordBiomass concentrationseng
dc.subject.keywordBiomass productionseng
dc.subject.keywordBiotechnological processeng
dc.subject.keywordFuzzy inference systemseng
dc.subject.keywordMamdanieng
dc.subject.keywordArtificial intelligenceeng
dc.subject.keywordBacillieng
dc.subject.keywordBacteriologyeng
dc.subject.keywordBiomasseng
dc.subject.keywordClustering algorithmseng
dc.subject.keywordEstimationeng
dc.subject.keywordExtended Kalman filterseng
dc.subject.keywordFuzzy inferenceeng
dc.subject.keywordFuzzy neural networkseng
dc.subject.keywordInference engineseng
dc.subject.keywordFuzzy systemseng
dc.titleComparison on the estimation of the biomass of a batch bioreactor through fuzzy systems, neural networks and adaptive neuro-fuzzy inference systemeng
dc.typeinfo:eu-repo/semantics/conferencePapereng
dc.typeconferencePapereng
dc.typeinfo:eu-repo/semantics/publishedVersioneng
dc.typepublishedVersioneng
dc.type.localDocumento de conferenciaspa

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