Aviation Academy
Publications
8 Results
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An End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines
29 June 2022 | Centre for Applied Research TechnologyEstimating the remaining useful life (RUL) of an asset lies at the heart of prognostics and health management (PHM) of many operations-critical industries such as aviation. Mod- ern methods of RUL estimation adopt ...
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An analysis and design for the repair process of Late Show shipments in the Export Cargo Process at SPL HUB
4 February 2022 | Centre for Applied Research TechnologyExport shipments arriving late at the freight building of KLM Cargo at Schiphol Airport is a trigger to deviations in the standard acceptance process. These Late Shows are currently handled ad-hoc making it difficult ...
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Explainable and Interpretable AI-Assisted Remaining Useful Life Estimation for Aeroengines
1 January 2022 | Centre for Applied Research TechnologyRemaining Useful Life (RUL) estimation is directly related with the application of predictive maintenance. When RUL estimation is performed via data-driven methods and Artificial Intelligence algorithms, ...
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An outline of a concept of operations for integration of ATM and air transport into multimodal transport system for door-to-door travel
1 January 2022 | Centre for Applied Research TechnologyIn the framework of the research activities supported by SESAR JU, dedicated research stream is devoted to investigation of integration of Air Traffic Management (ATM) and aviation into a wider transport system able ...
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A health monitoring modelling case study
1 January 2021 | Centre for Applied Research TechnologyThis work focuses on humidity effects of turbofan engines, in order to identify the magnitude of the error in operational conditions and the implications on maintenance decision support.
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Aviation Data Analytics in MRO Operations: Prospects and Pitfalls
1 January 2020 | Centre for Applied Research TechnologyAs every new generation of civil aircraft creates more on-wing data and fleets gradually become more connected with the ground, an increased number of opportunities can be identified for more effective Maintenance, ...
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Data analytics case studies in the maintenance, repair and overhaul (MRO) industry
1 January 2019 | Centre for Applied Research TechnologyData analytics seems a promising approach to address the problem of unpredictability in MRO organizations. The Amsterdam University of Applied Sciences in cooperation with the aviation industry has initiated a ...
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A High Resolution Turbine Cooling Prediction Method for Performance and Mechanical Integrity Calculations
9 September 2013 | Centre for Applied Research TechnologyTurbine blade cooling has been a topic of significant interest, as increasing turbine entry temperatures result in higher cooling requirements. The present numerical method divides the blade into a finite number of ...