Combinación de métodos de control de procesos estadísticos (SPC) y estrategias de clasificación para evaluar situaciones de procesos batch

• Autores: Magda Ruiz Ordóñez, Joan Colomer Llinás, Joaquim Meléndez Frigola
• Localización: Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial, ISSN-e 1988-3064, ISSN 1137-3601, Vol. 10, Nº. 29, 2006 (Ejemplar dedicado a: Minería de Datos), págs. 97-107
• Idioma: español
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• Resumen

  • The paper focuses on the development of a classification strategy to identify critic situation in batch process control. Data acquired from a batch execution is reduced by means of multiway principal component analysisin order to be assessed according to the statistical model of the process. Multiple situations have beencategorized by a classification algorithm applied to the principal components in order to identify is behaviour causes.