Browsing by Author "Bouarfa, S."
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Formal modelling and verification of a multi-agent negotiation approach for airline operations control
Bouarfa, S.; Aydoğan, Reyhan; Sharpanskykh, A. (Springer, 2021-02-12)This paper proposes and evaluates a new airline disruption management strategy using multi-agent system modelling, simulation, and verification. This new strategy is based on a multi-agent negotiation protocol and is ... -
Towards automated aircraft maintenance inspection. A use case of detecting aircraft dents using mask r-cnn
Bouarfa, S.; Doğru, Anıl; Arizar, R.; Aydoğan, Reyhan; Serafico, J. (American Institute of Aeronautics and Astronautics Inc, AIAA, 2020)Deep learning can be used to automate aircraft maintenance visual inspection. This can help increase the accuracy of damage detection, reduce aircraft downtime, and help prevent inspection accidents. The objective of this ... -
Using convolutional neural networks to automate aircraft maintenance visual inspection
Doğru, Anıl; Bouarfa, S.; Arizar, R.; Aydoğan, Reyhan (MDPI, 2020-12)Convolutional Neural Networks combined with autonomous drones are increasingly seen as enablers of partially automating the aircraft maintenance visual inspection process. Such an innovative concept can have a significant ...
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