DocumentCode :
3327611
Title :
RFDF design for a class of time delay systems with unknown inputs and parameter uncertainties using bicausal transformation
Author :
Ashraf, Waseem ; Khan, Abdul Qayyum ; Taskeen, M. ; Abid, Mohamed
Author_Institution :
Dept. of Electr. Eng., Pakistan Inst. of Eng. & Appl. Sci., Islamabad, Pakistan
fYear :
2013
fDate :
9-10 Dec. 2013
Firstpage :
1
Lastpage :
6
Abstract :
This paper tackles with the design of robust fault detection filter (RFDF) for a class of linear time invarient (LTI) systems with constant output state time delays including the effects of both parameter uncerttainties and parameter uncertainties. The approach used is to remove the time delays of the system i.e. to transform it to a delay free system by using bicausal change of coordinates approach. Then, design a RFDF using a multiobjective optimization technique for delay-free linear time invarient system which is equivalent to the original time delay system. The design problem of RFDF is formulated as a standard H model matching problem and is solved by using H, optimization LMI techniques. For the detection of the fault, an adaptive threshold which depends on the inputs is determined finally. In the end, a numerical example is used to demonstrate the validity of the design approach.
Keywords :
H optimisation; control system synthesis; delay systems; fault diagnosis; filtering theory; linear systems; robust control; H∞ optimization LMI techniques; LTI system; RFDF design; bicausal transformation; delay free system; delay-free linear time invariant system; multiobjective optimization technique; output state time delays; parameter uncertainty; robust fault detection filter; standard H∞ model matching problem; time delay systems; Delay effects; Delays; Fault detection; Observers; Optimization; Polynomials; Robustness; Bicausal transformation; H optimization; Model matching; Output state time delay system; Robust fault detection filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Technologies (ICET), 2013 IEEE 9th International Conference on
Conference_Location :
Islamabad
Print_ISBN :
978-1-4799-3456-0
Type :
conf
DOI :
10.1109/ICET.2013.6743489
Filename :
6743489
Link To Document :
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