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A deterioration model for feedback control systems with random environment

Abstract : In this paper, we consider a PID (Proportional-Integral-Derivative) feedback control system operating under an uncertain environment that impacts the degradation of control-loop's components. An integrated model is proposed which jointly describes the state of the system and its degradation. By adopting a Piecewise Deterministic Markov Process, the RUL (Remaining Useful Life) can be computed by a two-step technique. First, the system state regarding the available observations is estimated on-line by usingthe Particle Filter method. Then, the reliability of the system is computed with a classical Monte Carlo method. To illustrate the approach, a well-known simulated water level control system is used.
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Conference papers
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https://hal-utt.archives-ouvertes.fr/hal-02586081
Contributor : Jean-Baptiste Vu Van <>
Submitted on : Friday, May 15, 2020 - 9:59:13 AM
Last modification on : Saturday, May 16, 2020 - 3:33:31 AM

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  • HAL Id : hal-02586081, version 1

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Danh Ngoc Nguyen, Laurence Dieulle, Antoine Grall. A deterioration model for feedback control systems with random environment. ESREL 2013, Sep 2013, Amsterdam, Netherlands. ⟨hal-02586081⟩

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