Multi-Domain Semantic Model and Real-Time Planning Approach to Safe and Efficient Airport Taxiway Operations
Airport taxiway operations refer to the safe and efficient movement of aircraft while they are on the ground. It is now evident that as aviation systems become progressively crowded, mitigation of unnecessary congestion, accidents and costly delays will require new approaches to the scheduling and c...
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| Veröffentlicht in: | IEEE transactions on intelligent transportation systems 2024-07, Vol.25 (7), p.7738-7750 |
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| container_title | IEEE transactions on intelligent transportation systems |
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| creator | Borjigin, Sachraa G. Austin, Mark A. |
| description | Airport taxiway operations refer to the safe and efficient movement of aircraft while they are on the ground. It is now evident that as aviation systems become progressively crowded, mitigation of unnecessary congestion, accidents and costly delays will require new approaches to the scheduling and control of airport taxiway operations. This paper proposes a combined semantic model and reasoning, and real-time planning approach to decision making for safe and efficient airport taxiway operations. A key challenge in this work is finding ways to coordinate the real-time planning with the semantic model knowledge and reasoning capability to produce a system that has good performance, and can dynamically adapt to unexpected events. We exercise the proposed methodology on a planning problem that requires the coordination of multiple planes as they move from the terminal building to the same departure runway. |
| doi_str_mv | 10.1109/TITS.2024.3354242 |
| format | Article |
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| ispartof | IEEE transactions on intelligent transportation systems, 2024-07, Vol.25 (7), p.7738-7750 |
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| language | eng |
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| source | IEEE Electronic Library (IEL) |
| subjects | Air traffic control Airport taxiway operations Airports Atmospheric modeling Cognition knowledge-based framework multi-domain semantic modeling Ontologies OptaPlanner Real time real-time planning Real-time systems Reasoning Runways safety-critical operations Semantics |
| title | Multi-Domain Semantic Model and Real-Time Planning Approach to Safe and Efficient Airport Taxiway Operations |
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