Combination of statistical process control (SPC) methods and classification strategies for situation assessment of batch process

نویسندگان

  • Magda Ruiz
  • Joan Colomer-Llinas
  • Joaquím Meléndez
چکیده

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 analysis in order to be assessed according to the statistical model of the process. Multiple situations have been categorized by a classification algorithm applied to the principal components in order to identify misbehaviour causes. Palabras clave: Multiway Principal Component Analysis (MPCA), situation assessment, Batch Processes.

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Combination of Statistical Process Control (SPC) methods and classification strategies for situation assessment of batch processes

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عنوان ژورنال:
  • Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial

دوره 10  شماره 

صفحات  -

تاریخ انتشار 2006