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...

Celý popis

Podrobná bibliografie

Vydáno v:	Mathematical problems in engineering Ročník 2014; číslo 1
Hlavní autoři:	Fan, Yunpeng, Zhang, Wei, Zhang, Yingwei
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Hindawi Publishing Corporation 01.01.2014 John Wiley & Sons, Inc
Témata:	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
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!