Fault Isolation for Nonlinear Systems Using Flexible Support Vector Regression

While support vector regression is widely used as both a function approximating tool and a residual generator for nonlinear system fault isolation, a drawback for this method is the freedom in selecting model parameters. Moreover, for samples with discordant distributing complexities, the selection...

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Bibliographic Details
Main Authors: Yufang Liu, Bin Jiang, Hui Yi, Cuimei Bo
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2014/713018