Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
The paper considers the problem of active fault diagnosis for discrete-time stochastic systems over an infinite time horizon. It is assumed that the switching between a fault-free and finitely many faulty conditions can be modelled by a finite-state Markov chain and the continuous dynamics of the observed system can be described for the fault-free and each faulty condition by non-linear non-Gaussian models with a fully observed continuous state. ; The design of an optimal active fault detector that generates decisions and inputs improving the quality of detection is formulated as a dynamic optimization problem. As the optimal solution obtained by dynamic programming requires solving the Bellman functional equation, approximate techniques are employed to obtain a suboptimal active fault detector.
Zielona Góra: Uniwersytet Zielonogórski
AMCS, volume 24, number 4 (2014) ; kliknij tutaj, żeby przejść
Biblioteka Uniwersytetu Zielonogórskiego
2024-11-05
2024-04-26
54
https://zbc.uz.zgora.pl/publication/88801
Nazwa wydania | Data |
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On infinite horizon active fault diagnosis for a class of non-linear non-Gaussian systems | 2024-11-05 |
Huang, Yande Tao, Hongfeng Chen, Yiyang Rogers, Eric Paszke, Wojciech (1975- )
Poulsen, Niels K. Niemann, Hans Henrik Korbicz, Józef (1951- ) - ed. Sauter, Dominique - ed.
Hendzel, Zenon Penar, Paweł Jurczak, Paweł - red.
Ducard, Guillaume J.J. Simani, Silvio - ed. Castaldi, Paolo - ed.
Sadecki, Jan Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Yan, Fei Dridi, Mahjoub El Moudni, Abdellah Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
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Jacewicz, Edyta Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.