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...

Full description

Bibliographic Details

Published in:	Mathematical problems in engineering Vol. 2014; no. 1
Main Authors:	Fan, Yunpeng, Zhang, Wei, Zhang, Yingwei
Format:	Journal Article
Language:	English
Published:	New York Hindawi Publishing Corporation 01.01.2014 John Wiley & Sons, Inc
Subjects:	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
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!