DocumentCode
983537
Title
Robust fault detection and isolation technique for single-input/single-output closed-loop control systems that exhibit actuator and sensor faults
Author
Mahdi Alavi, S.M. ; Izadi-Zamanabadi, Roozbeh ; Hayes, Martin J.
Author_Institution
Dept. of Electron. & Comput. Eng., Univ. of Limerick, Limerick
Volume
2
Issue
11
fYear
2008
fDate
11/1/2008 12:00:00 AM
Firstpage
951
Lastpage
965
Abstract
An integrated quantitative feedback design and frequency-based fault detection and isolation (FDI) approach is presented for single-input/single-output systems. A novel design methodology, based on shaping the system frequency response, is proposed to generate an appropriate residual signal that is sensitive to actuator and sensor faults in the presence of model uncertainty and exogenous unknown (unmeasured) disturbances. The key features of this technique are: (1) the uncertain phase information is fully addressed by the design equations, resulting in a minimally conservative over-design and (2) a graphical environment is provided for the design of fault detection (FD) filter, which is intuitively appealing from an engineering perspective. The FD filter can easily be obtained by manually shaping the frequency response into the complex plane. The question of interaction between actuator and sensor fault residuals is also considered. It is discussed how the actuator and sensor faults are distinguished from each other by appropriately defining FDI threshold values. The efficiency of the proposed method is demonstrated on a single machine infinite bus power system wherein a stabilised coordinate power system incorporating a robust FDI capability is achieved.
Keywords
actuators; closed loop systems; fault diagnosis; feedback; frequency response; sensors; actuator faults; frequency response; frequency-based fault detection and isolation; integrated quantitative feedback design; sensor faults; single-input single-output closed-loop control systems;
fLanguage
English
Journal_Title
Control Theory & Applications, IET
Publisher
iet
ISSN
1751-8644
Type
jour
DOI
10.1049/iet-cta:20070382
Filename
4668649
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