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- W2950939939 abstract "Airport operation gets more complicated due to the increasing interconnectivity of the infrastructure and the dependency on advances in information and communication systems. There exist a manifold of different reasons for system failures of devices starting from short-circuits, hardware defects or malware infections reaching to power shortages or complete blackouts. Moreover, the increase of the number of devices within the airport infrastructure system leads to a tremendous demand of computational assistance systems for operations management. As most devices within the airport are directly connected to processes, there is a high demand for identifying and managing system failures immediately and increase the system resilience. Thus, we introduce process-oriented-grouping of network devices and use linear algebra to relate the impact of system state changes to airport processes, such as check-in, security checks et cetera. This connection between system state and processes is inevitable for a successful combination of computational approaches to determine physical state variations, induced by power grid instabilities and/or cyber-attacks, and process oriented simulation methods. Matrix relations between system states, process capacities, waiting times are given and applied to a small, at this state fictional airport infrastructure. This application shows that forecasting of quantitative values for airport processes is a beneficial tool for airport infrastructure management. Moreover, linear algebra properties prove to be a strong tool in analyzing network properties, such as infrastructure diversity and process capacities, which play a major role within resource management. However, at the moment our approach is only suitable as a supporting tool for human decision making. Nevertheless the approach can be enhanced as intelligent health monitoring system for airports." @default.
- W2950939939 created "2019-06-27" @default.
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- W2950939939 date "2019-04-01" @default.
- W2950939939 modified "2023-09-25" @default.
- W2950939939 title "Using Process-Oriented-Grouping and Linear Algebra to Optimize Resource Management" @default.
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- W2950939939 doi "https://doi.org/10.1109/icnsurv.2019.8735110" @default.
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