Monitoring of Nonlinear Time-Delay Processes Based on Adaptive Method and Moving Window

A new adaptive kernel principal component analysis (KPCA) algorithm for monitoring nonlinear time-delay process is proposed. The main contribution of the proposed algorithm is to combine adaptive KPCA with moving window principal component analysis (MWPCA) algorithm, and exponentially weighted princ...

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Vydané v:	Mathematical problems in engineering Ročník 2014; číslo 1
Hlavní autori:	Fan, Yunpeng, Zhang, Wei, Zhang, Yingwei
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York Hindawi Publishing Corporation 01.01.2014 John Wiley & Sons, Inc
Predmet:	Adaptive algorithms Algorithms Annealing Fault diagnosis Finite element analysis Kernels Mathematical analysis Mathematical models Mathematical problems Monitoring Nonlinearity Principal component analysis Principal components analysis Statistical analysis Statistical methods
ISSN:	1024-123X, 1563-5147
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