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Safety verification of real-time control systems with flexible timing

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This work analyzes control loops affected by input/output timing deviations, which can lead to increased control errors or instability. It presents methods for determining a safe tolerance band for these timing deviations, focusing on two approaches: stability analysis at design time and timing adaptation at run time. Both methods accommodate multiple inputs and outputs with individual timing uncertainties. For design-time analysis, the work offers techniques to assess stability and maximal control error for a specified input/output time window, utilizing linear impulsive systems for linear cases. Progress is made on nonlinear cases through reachability analysis of hybrid automata combined with the Continuization method. Additionally, a framework for flexible run-time adaptation is developed using convergence rate abstractions. This allows decisions on permissible input/output timing based on the current situation with minimal computational overhead. Consequently, larger temporal deviations can be tolerated temporarily, provided that long-term average timing remains adequate to ensure stability. The analysis thus addresses both theoretical and practical aspects of maintaining control system stability amidst timing uncertainties.

Nákup knihy

Safety verification of real-time control systems with flexible timing, Maximilian Gaukler

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Rok vydání
2023
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