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AI Research
arXiv CS.AI·Jun 11·5 min read
Runtime Enforcement of Hybrid System Properties
TL;DR
Hybrid systems, which combine continuous and discrete dynamics, often face challenges in ensuring they adhere to specified properties during execution. A runtime enforcement framework was developed to monitor and adjust the behavior of these systems in real-time, ensuring compliance with safety and performance requirements.
✦ Why It Matters
Engineers can implement runtime enforcement to enhance the reliability and safety of hybrid systems in real-time applications.
Key Takeaways
- Explore Hybrid Automata for modeling safety requirements.
- Implement real-time monitoring to ensure system safety.
- Utilize enforcement actions like suppression and insertion.
- Test the framework in your own reactive systems.
How It Works
The proposed framework initializes a Hybrid Automaton based on environmental inputs and performs runtime reachability analysis to determine safe corrective actions. This allows the system to actively intervene by suppressing, delaying, or inserting events at any time, ensuring compliance with safety requirements.