A Mission Reliability Optimization Model for Safety-Critical Equipment Considering Both Internal Degradation and External Shocks
Safety-critical equipment such as Unmanned Aerial Vehicles (UAVs), submarines, fleets, and military aircraft must perform a variety of missions where mission reliability and equipment survivability are paramount. To enhance survivability, mission can be aborted upon encountering certain failure conditions. In this study, a novel mission abort policy is devised that allows for risk control of both internal degradation and external shocks. The cumulative impact of shocks on system degradation is quantified via a generic stochastic model. Inspections are executed equidistantly to reveal the underlying degradation damage, following which adaptive abort decisions are made using a control limit policy. By jointly optimizing the inspection interval and abort threshold, the long-term operational cost of the system is minimized. Numerical experiments exemplify the model effectiveness in mission risk control and loss mitigation.
Authors
- Fanping Wei (ORCID: https://orcid.org/0009-0008-6401-9241)
- Xiaobing Ma (ORCID: https://orcid.org/0000-0002-0913-9012)
- Zhan Kang (ORCID: https://orcid.org/0000-0001-6652-7831)
- Yang Li (ORCID: https://orcid.org/0000-0003-4616-4230)
Institutions
- Beihang University (CN)
Publication Details
- Published
- 2024-10-11
- DOI
- https://doi.org/10.1109/phm-beijing63284.2024.10874566
- Primary Topic
- Risk and Safety Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00