Title: A PARAMETRIC TRANSFER-MATRIX APPROACH TO FAULT-IDENTIFICATION FILTER DESIGN AND THRESHOLD SELECTION
Authors: CHANG, SK
HSU, PL
LIN, KL
電子工程學系及電子研究所
電控工程研究所
Department of Electronics Engineering and Institute of Electronics
Institute of Electrical and Control Engineering
Issue Date: 1-Apr-1995
Abstract: By employing st transfer matrix approach we develop straightforward design procedures to construct a fault-identification filter (FIDF) to achieve failure detection and isolation. Furthermore, we derive the necessary and sufficient conditions for the synthesis of the FIDF. The condition entails a parametrization of the set of all achievable diagonal fault/residual maps and the set of all existing FIDFs. Since the diagnostic performance of the FIDF is influenced significantly by the model uncertainty, we present a framework for analysing the FIDF by incorporating modelling errors. Consequently, a criterion to determine an adequate threshold for the FIDF based on robust control theory is derived. Examples are used to illustrate the validity of this approach.
URI: http://hdl.handle.net/11536/1994
ISSN: 0020-7721
Journal: INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE
Volume: 26
Issue: 4
Begin Page: 741
End Page: 754
Appears in Collections:Articles