Monitoreo y análisis de un proceso de elaboración de una bebida carbonatada mediante 3-Way PLS

Jorge A. Saavedra, Luis A. Puente, Beatriz Cancino, Carolina Astudillo

Resultado de la investigación: Contribución a una revistaArtículorevisión exhaustiva

Resumen

The present research deal with the modeling an analysis of a continuous soft-drinks bottling process by a multivariate approach based on the 3-Way PLS. For this purpose the process behavior was studied, related to a set of off-processing, transitions grades and/or abnormal star-ups, detected in four month process period. A total of 1938 cases were investigated, measuring 8 process variables. Finally, the process was modeled, filtering the high grade of autocorrelation and cross-correlation within the studied variables (particularly T1, T2 and T3). Thereby, the responsible variables for that behavior were detected; thus the effect and grade of disturbance over the process behavior and final product were estimated.

Título traducido de la contribuciónMonitoring and analysis of a soft-drinks bottling process using 3-Way PLS
Idioma originalEspañol
Páginas (desde-hasta)59-66
Número de páginas8
PublicaciónInformacion Tecnologica
Volumen21
N.º6
DOI
EstadoPublicada - 2010
Publicado de forma externa

Palabras clave

  • 3-Way-PLS
  • Latent projections
  • Multivariate process control
  • Transition process

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