TY - JOUR
T1 - Monitoreo y análisis de un proceso de elaboración de una bebida carbonatada mediante 3-Way PLS
AU - Saavedra, Jorge A.
AU - Puente, Luis A.
AU - Cancino, Beatriz
AU - Astudillo, Carolina
N1 - Funding Information:
We are grateful to G. Bruzual, S. Charlot, C. Maraston, and G. Worthey for providing us with their models and for help with their implementation. Support for this work was provided by the National Science Foundation through a grant from the Association of Universities for Research in Astronomy, Inc., under NSF cooperative agreement AST 96-13615 and by Fun-dación Andes under project C-13442. Support for proposal 09401 was provided by NASA through a grant from the Space Telescope Science Institute, which is operated by the Association of Universities for Research in Astronomy, Inc., under NASA contract NAS5-26555.
PY - 2010
Y1 - 2010
N2 - 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.
AB - 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.
KW - 3-Way-PLS
KW - Latent projections
KW - Multivariate process control
KW - Transition process
UR - http://www.scopus.com/inward/record.url?scp=78650389807&partnerID=8YFLogxK
U2 - 10.1612/inf.tecnol.4394it.09
DO - 10.1612/inf.tecnol.4394it.09
M3 - Article
AN - SCOPUS:78650389807
VL - 21
SP - 59
EP - 66
JO - Informacion Tecnologica
JF - Informacion Tecnologica
SN - 0716-8756
IS - 6
ER -