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Mode‐dependent intermediate variable‐based fault estimation for Markovian jump systems with multiple faults
Author(s) -
Kaviarasan Boomipalagan,
Kwon OhMin,
Jin Park Myeong,
Sakthivel Rathinasamy
Publication year - 2021
Publication title -
international journal of robust and nonlinear control
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.361
H-Index - 106
eISSN - 1099-1239
pISSN - 1049-8923
DOI - 10.1002/rnc.5428
Subject(s) - control theory (sociology) , observer (physics) , mode (computer interface) , fault (geology) , jump , state variable , variable (mathematics) , computer science , lyapunov function , fault detection and isolation , state observer , process (computing) , mathematics , control (management) , actuator , nonlinear system , mathematical analysis , physics , quantum mechanics , artificial intelligence , seismology , thermodynamics , geology , operating system
This article investigates the problem of mode‐dependent intermediate variable‐based fault estimation for Markovian jump systems subject to time‐varying delay, exogenous disturbance, process, and sensor faults. The advantages of the proposed design method are: (i) it estimates not only the unknown fault signals, but also the immeasurable states of the system; and (ii) it relaxes the observer matching condition that should be essential for most of the existing fault estimation strategies. In order to facilitate the analysis, the actual system is transformed into an augmented system by including the sensor fault as an auxiliary state. On the basis of which, the intermediate variable and the corresponding observers are established. Following this, two error dynamics are formulated in such a way that a new mode‐ and delay‐dependent boundedness criterion in the probability sense is developed in accordance with the traditional Lyapunov method. Then the theoretical results obtained are validated by using an example based on the F‐404 aircraft engine system. In addition, a comparative study is carried out in the deduced form of the actual system as a special case, where it is shown that the proposed method widens the delay interval compared with some of the recently existing works.