Introduction of a Nonlinearity Measure for Principal Component Models


Autoria(s): Kruger, Uwe; Antory, D.; Hahn, J.; Irwin, George; McCullough, G.
Data(s)

15/10/2005

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://pure.qub.ac.uk/portal/en/publications/introduction-of-a-nonlinearity-measure-for-principal-component-models(6e9b3b94-4999-42fa-ba7e-3dec37017e2f).html

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