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dc.contributor.author
Bojarski, Aarón David  
dc.contributor.author
Alvarez Medina, Carlos Rodrigo  
dc.contributor.author
Puigjaner, Luis  
dc.date.available
2018-10-04T13:30:06Z  
dc.date.issued
2009-12  
dc.identifier.citation
Bojarski, Aarón David; Alvarez Medina, Carlos Rodrigo; Puigjaner, Luis; Dealing with Uncertainty in Polymer Manufacturing by Using Linear Regression Metrics and Sensitivity Analysis; Elsevier; Computer Aided Chemical Engineering; 26; 12-2009; 725-730  
dc.identifier.issn
1570-7946  
dc.identifier.uri
http://hdl.handle.net/11336/61649  
dc.description.abstract
In the polymers industry, models are heavily parameterizised, and the effect of each parameter on model outputs has not been extensively studied. A wide range of values for most of model's parameters can be found in literature [1], a thorough analysis regarding the model's sensitivity to the parameters' values is needed to find the set of parameters that have the most impact in the output results and consequently deserve an extra effort and care during their estimation. In this work, a global sensibility analysis of a styrene emulsion polymerization reactor model is carried out in order to determine the set of critical parameters.  
dc.format
application/pdf  
dc.language.iso
eng  
dc.publisher
Elsevier  
dc.rights
info:eu-repo/semantics/openAccess  
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/  
dc.subject
Monte Carlo Sampling  
dc.subject
Polymer Production Modelling  
dc.subject
Regression Analysis  
dc.subject
Sensitivity Analysis  
dc.subject
Uncertainty  
dc.subject.classification
Otras Ingeniería Química  
dc.subject.classification
Ingeniería Química  
dc.subject.classification
INGENIERÍAS Y TECNOLOGÍAS  
dc.title
Dealing with Uncertainty in Polymer Manufacturing by Using Linear Regression Metrics and Sensitivity Analysis  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2018-08-30T14:55:16Z  
dc.journal.volume
26  
dc.journal.pagination
725-730  
dc.journal.pais
Países Bajos  
dc.journal.ciudad
Amsterdam  
dc.description.fil
Fil: Bojarski, Aarón David. Universidad Politécnica de Catalunya; España  
dc.description.fil
Fil: Alvarez Medina, Carlos Rodrigo. Universidad Politécnica de Catalunya; España. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Planta Piloto de Ingeniería Química. Universidad Nacional del Sur. Planta Piloto de Ingeniería Química; Argentina  
dc.description.fil
Fil: Puigjaner, Luis. Universidad Politécnica de Catalunya; España  
dc.journal.title
Computer Aided Chemical Engineering  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/https://doi.org/10.1016/S1570-7946(09)70121-X  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S157079460970121X  

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