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Optimal Mission Abort Policy for Systems Operating in a Random Environment.
Gregory Levitin1,2, Maxim Finkelstein3,4
1Collaborative Autonomic Computing Laboratory, School of Computer Science, University of Electronic Science and Technology of China, Chengdu, China.
This study introduces a new method to evaluate system survivability and mission success probability for critical systems facing internal failures and external shocks. It models mission aborts triggered by a specific number of shocks to balance survivability and success.
Area of Science:
- Reliability Engineering
- System Survivability
- Risk Management
Background:
- Critical systems like aircraft and submarines use mission aborts to improve survivability.
- Malfunctions in systems exposed to external impacts are often consequences of these impacts.
- Traditional reliability models do not adequately address mission abort scenarios.
Purpose of the Study:
- To develop a methodology for modeling and evaluating mission success probability and survivability.
- To analyze systems experiencing both internal failures and external shocks.
- To investigate a mission abort policy triggered by the mth shock.
Main Methods:
- Development of a novel methodology for system reliability modeling.
- Inclusion of mission abort policies based on shock occurrences.
- Analysis of the trade-off between system survivability and mission success probability.
Main Results:
- A method to quantify mission success probability and survivability under shock conditions.
- Demonstration of the trade-off influenced by the choice of the decision variable 'm' (number of shocks).
- An illustrative example using an unmanned aerial vehicle mission.
Conclusions:
- The proposed methodology effectively models systems with internal failures and external shocks.
- The decision variable 'm' is crucial for balancing system survivability and mission success.
- This research provides a framework for optimizing mission abort strategies in critical systems.
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