Matches in SemOpenAlex for { <https://semopenalex.org/work/W1491366106> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W1491366106 endingPage "714" @default.
- W1491366106 startingPage "709" @default.
- W1491366106 abstract "In this paper, PARAFAC and Tucker3 models were compared with the commonly used multiway principal components analysis approach (MPCA) for multivariate process control of an industrial batch antibiotic production process. Two different approaches for on-line monitoring were used: sliding window (multiple models) and global window (single model) monitoring strategies. The later approach requires orthogonality for the time dimension scores. In this context, a modification of the Parafac algorithm was proposed. The Tucker3 and Parafac models as proposed here share an identical structure. Scores (D) and residuals (Q) statistics were used to on-line identify faults. We concluded that Parafac and Tucker3 models outperformed MPCA in terms of detection of faults specially when the statistic for scores is used. All models performed equally well in the residuals statistics. The sliding window strategy proved to be more appropriate to identify faults than the global window strategy. This is, to our best knowledge, the first time such study was performed for an industrial batch antibiotic process." @default.
- W1491366106 created "2016-06-24" @default.
- W1491366106 creator A5039640218 @default.
- W1491366106 creator A5041192920 @default.
- W1491366106 date "2002-01-01" @default.
- W1491366106 modified "2023-10-18" @default.
- W1491366106 title "Trilinear Models for Batch MSPC: Application to an Industrial Batch Pharmaceutical Process" @default.
- W1491366106 cites W1978994389 @default.
- W1491366106 cites W1986326495 @default.
- W1491366106 cites W2000912023 @default.
- W1491366106 cites W2002686276 @default.
- W1491366106 cites W2012914747 @default.
- W1491366106 cites W2014494229 @default.
- W1491366106 cites W2027234166 @default.
- W1491366106 cites W2046195314 @default.
- W1491366106 cites W2094087861 @default.
- W1491366106 cites W2102827060 @default.
- W1491366106 cites W2117853941 @default.
- W1491366106 doi "https://doi.org/10.1016/s1570-7946(02)80146-8" @default.
- W1491366106 hasPublicationYear "2002" @default.
- W1491366106 type Work @default.
- W1491366106 sameAs 1491366106 @default.
- W1491366106 citedByCount "0" @default.
- W1491366106 crossrefType "book-chapter" @default.
- W1491366106 hasAuthorship W1491366106A5039640218 @default.
- W1491366106 hasAuthorship W1491366106A5041192920 @default.
- W1491366106 hasConcept C102392041 @default.
- W1491366106 hasConcept C105795698 @default.
- W1491366106 hasConcept C111919701 @default.
- W1491366106 hasConcept C119857082 @default.
- W1491366106 hasConcept C124101348 @default.
- W1491366106 hasConcept C151730666 @default.
- W1491366106 hasConcept C152745839 @default.
- W1491366106 hasConcept C153180895 @default.
- W1491366106 hasConcept C154945302 @default.
- W1491366106 hasConcept C161584116 @default.
- W1491366106 hasConcept C17137986 @default.
- W1491366106 hasConcept C172658912 @default.
- W1491366106 hasConcept C172707124 @default.
- W1491366106 hasConcept C199360897 @default.
- W1491366106 hasConcept C2524010 @default.
- W1491366106 hasConcept C2778751112 @default.
- W1491366106 hasConcept C2779343474 @default.
- W1491366106 hasConcept C33923547 @default.
- W1491366106 hasConcept C41008148 @default.
- W1491366106 hasConcept C86803240 @default.
- W1491366106 hasConcept C89128539 @default.
- W1491366106 hasConcept C98045186 @default.
- W1491366106 hasConceptScore W1491366106C102392041 @default.
- W1491366106 hasConceptScore W1491366106C105795698 @default.
- W1491366106 hasConceptScore W1491366106C111919701 @default.
- W1491366106 hasConceptScore W1491366106C119857082 @default.
- W1491366106 hasConceptScore W1491366106C124101348 @default.
- W1491366106 hasConceptScore W1491366106C151730666 @default.
- W1491366106 hasConceptScore W1491366106C152745839 @default.
- W1491366106 hasConceptScore W1491366106C153180895 @default.
- W1491366106 hasConceptScore W1491366106C154945302 @default.
- W1491366106 hasConceptScore W1491366106C161584116 @default.
- W1491366106 hasConceptScore W1491366106C17137986 @default.
- W1491366106 hasConceptScore W1491366106C172658912 @default.
- W1491366106 hasConceptScore W1491366106C172707124 @default.
- W1491366106 hasConceptScore W1491366106C199360897 @default.
- W1491366106 hasConceptScore W1491366106C2524010 @default.
- W1491366106 hasConceptScore W1491366106C2778751112 @default.
- W1491366106 hasConceptScore W1491366106C2779343474 @default.
- W1491366106 hasConceptScore W1491366106C33923547 @default.
- W1491366106 hasConceptScore W1491366106C41008148 @default.
- W1491366106 hasConceptScore W1491366106C86803240 @default.
- W1491366106 hasConceptScore W1491366106C89128539 @default.
- W1491366106 hasConceptScore W1491366106C98045186 @default.
- W1491366106 hasLocation W14913661061 @default.
- W1491366106 hasOpenAccess W1491366106 @default.
- W1491366106 hasPrimaryLocation W14913661061 @default.
- W1491366106 hasRelatedWork W1984322677 @default.
- W1491366106 hasRelatedWork W1999414040 @default.
- W1491366106 hasRelatedWork W2032045966 @default.
- W1491366106 hasRelatedWork W2134786086 @default.
- W1491366106 hasRelatedWork W2141008330 @default.
- W1491366106 hasRelatedWork W2363017932 @default.
- W1491366106 hasRelatedWork W2365320428 @default.
- W1491366106 hasRelatedWork W2378439366 @default.
- W1491366106 hasRelatedWork W6445124 @default.
- W1491366106 hasRelatedWork W2991818765 @default.
- W1491366106 isParatext "false" @default.
- W1491366106 isRetracted "false" @default.
- W1491366106 magId "1491366106" @default.
- W1491366106 workType "book-chapter" @default.