PLS: A versatile tool for industrial process improvement and optimization

Modern industrial processes are characterized by acquiring massive amounts of highly collinear data. In this context, partial least‐squares (PLS) regression, if wisely used, can become a strategic tool for process improvement and optimization. In this paper we illustrate the versatility of this tech...

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Veröffentlicht in:	Applied stochastic models in business and industry 2008-11, Vol.24 (6), p.551-567
Hauptverfasser:	Ferrer, Alberto, Aguado, Daniel, Vidal-Puig, Santiago, Prats, José Manuel, Zarzo, Manuel
Format:	Artikel
Sprache:	eng
Schlagworte:	classification fault diagnosis monitoring multivariate image analysis PLS time series soft sensor
Online-Zugang:	Volltext
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