Data-Driven Adaptive Observer for Fault Diagnosis

This paper presents an approach for data-driven design of fault diagnosis system. The proposed fault diagnosis scheme consists of an adaptive residual generator and a bank of isolation observers, whose parameters are directly identified from the process data without identification of complete proces...

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Bibliographic Details
Main Authors: Shen Yin, Xuebo Yang, Hamid Reza Karimi
Format: Article
Language:English
Published: Hindawi Limited 2012-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2012/832836