Integrated soft sensor using just-in-time support vector regression and probabilistic analysis for quality prediction of multi-grade processes (Englisch)
- Neue Suche nach: Liu, Yi
- Neue Suche nach: Chen, Junghui
- Neue Suche nach: Liu, Yi
- Neue Suche nach: Chen, Junghui
In:
Journal of Process Control
;
23
, 6
;
793-804
;
2013
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ISSN:
- Aufsatz (Zeitschrift) / Elektronische Ressource
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Titel:Integrated soft sensor using just-in-time support vector regression and probabilistic analysis for quality prediction of multi-grade processes
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Beteiligte:Liu, Yi ( Autor:in ) / Chen, Junghui ( Autor:in )
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Erschienen in:Journal of Process Control ; 23, 6 ; 793-804
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Verlag:
- Neue Suche nach: Elsevier Ltd
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Erscheinungsdatum:17.03.2013
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Format / Umfang:12 pages
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ISSN:
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DOI:
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Medientyp:Aufsatz (Zeitschrift)
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Format:Elektronische Ressource
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Sprache:Englisch
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Schlagwörter:CSF , cumulative similarity factor , CV , cross-validation , FLOO-CV , fast leave-one-out cross-validation , GPR , Gaussian process regression , IJ-LSSVR , integrated just-in-time least squares support vector regression , JITL , just-in-time learning , JLSSVR , just-in-time least squares support vector regression , KL , kernel learning , LOO , leave-one-out , LSSVR , least squares support vector regression , MI , melt index , NN , neural networks , PLS , partial least squares , RE , relative root-mean-square error , RMSE , root-mean-square error , SF , similarity factor , SVR , support vector regression , WLSSVR , weighted least squares support vector regression , WPLS , weighted partial least squares , Just-in-time learning , Least squares support vector regression , Multi-grade process , Probabilistic analysis , Transition
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Datenquelle:
Inhaltsverzeichnis – Band 23, Ausgabe 6
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