Introduction of a Nonlinearity Measure for Principal Component Models
Data(s) |
15/10/2005
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Resumo |
This is the first paper that introduces a nonlinearity test for principal component models. The methodology involves the division of the data space into disjunct regions that are analysed using principal component analysis using the cross-validation principle. Several toy examples have been successfully analysed and the nonlinearity test has subsequently been applied to data from an internal combustion engine. |
Identificador |
http://dx.doi.org/10.1016/j.compchemeng.2005.05.013 http://www.scopus.com/inward/record.url?scp=27844491086&partnerID=8YFLogxK |
Idioma(s) |
eng |
Direitos |
info:eu-repo/semantics/restrictedAccess |
Fonte |
Kruger , U , Antory , D , Hahn , J , Irwin , G & McCullough , G 2005 , ' Introduction of a Nonlinearity Measure for Principal Component Models ' Computers & Chemical Engineering , vol 29 (11-12) , no. 11-12 SPEC. ISS. , pp. 2355-2362 . DOI: 10.1016/j.compchemeng.2005.05.013 |
Palavras-Chave | #/dk/atira/pure/subjectarea/asjc/1500 #Chemical Engineering(all) #/dk/atira/pure/subjectarea/asjc/2200/2207 #Control and Systems Engineering |
Tipo |
article |