Aviation Academy
Publications
80 Results
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AI-based exhaust gas temperature
17 November 2022Data-driven condition-based maintenance (CBM) and predictive maintenance (PdM) strategies have emerged over recent years and aim at minimizing the aviation maintenance costs and environmental impact by the diagnosis ...
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Exploring the Efficiency of Future Multimodal Networks: A Door-to-Door Case in Europe
1 October 2022 | Centre for Applied Research Economics and ManagementIt is expected that future transportation technologies will positively impact how passengers travel to their destinations. Europe aims to integrate air transport into the overall multimodal transport network to ...
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Trade-offs in the landside operations of air cargo hubs: Horizontal cooperation and shipment consolidation policies considering capacitated nodes
1 August 2022 | Centre for Applied Research Economics and ManagementLandside operations in air cargo terminals consist of many freight forwarders (FFWs) delivering and picking up cargo at the capacity-constrained loading docks at the airport's ground handlers' (GHs) facilities. To ...
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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 Economics and ManagementEstimating 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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Explainable artificial intelligence for exhaust gas temperature of turbofan engines
1 June 2022 | Centre for Applied Research Economics and ManagementData-driven modeling is an imperative tool in various industrial applications, including many applications in the sectors of aeronautics and commercial aviation. These models are in charge of providing key insights, ...
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Innovations in the Aviation MRO
8 March 2022 | Centre for Applied Research Economics and ManagementThis book is both a short introduction to the recent developments, challenges and opportunities in Aviation Maintenance, Repair and Overhaul(MRO), and at the same time, a presentation of the research focal areas and ...
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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 Economics and ManagementExport 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 Economics and ManagementRemaining 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 Economics and ManagementIn 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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Decarbonizing by 2050
1 April 2021 | Centre for Applied Research Economics and ManagementThe air transportation sector once believed that the best it could do globally speaking would be to reduce its net-carbon output by 50% below 2005 levels by 2050. That view placed the sector out of sync with what the ...
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COVID-19-related challenges for new normality in airport terminal operations
1 January 2021 | Centre for Applied Research Economics and ManagementAirport operations are undergoing significant change, having to meet pandemic requirements in addition to intrinsic security requirements. Although air traffic has declined massively, airports are still the critical ...
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A health monitoring modelling case study
1 January 2021 | Centre for Applied Research Economics and ManagementThis 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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An AI-based Digital Twin Case Study in the MRO Sector
1 January 2021 | Centre for Applied Research Economics and ManagementIn this work, the concept of an Artificial Intelligence-based (AI) Digital Twin (DT) of an aircraft system is introduced, with the goal to improve the corresponding MRO Operations. More specifically, the current ...
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Don’t sideline environmental sustainability
1 June 2020 | Centre for Applied Research Economics and ManagementAn air transport industry in survival mode must continue to innovate toward sustainable aviation fuels, cleaner engines and other technologies. Airline strategist Asteris Apostolidis makes the case.
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Safety differently
29 May 2020 | Centre for Applied Research Economics and ManagementThis paper presents the findings from a ‘Safety Differently’ (SD) case study in aviation, and specifically in a maintenance, repair and overhaul (MRO) organisation in Southeast Asia. The goal of the case ...
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Aviation Data Analytics in MRO Operations: Prospects and Pitfalls
1 January 2020 | Centre for Applied Research Economics and ManagementAs 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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Neuroscientific tools in the cockpit:towards a meaningful decision support system for fatigue risk management
1 January 2020 | Centre for Applied Research Economics and ManagementFatigued pilots are prone to experience cognitive disorders that degrade their performance and adherence to high safety standards. In light of the current challenging context in aviation, we report the early phase of ...
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Risk assessment
1 January 2020 | Centre for Applied Research Economics and ManagementThe chapter analyses knowledge management paradigms for the understanding and prioritisation of risks (risk assessment), leading to decision- making amongst policy makers. Studies and approaches on knowledge-based ...
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Measuring safety in aviation
1 January 2020 | Centre for Applied Research Economics and ManagementAs part of their SMS, aviation service providers are required to develop and maintain the means to verify the safety performance of their organisation and to validate the effectiveness of safety risk controls. ...
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Data mining in MRO
1 February 2019 | Centre for Applied Research Economics and ManagementData mining seems to be a promising way to tackle the problem of unpredictability in MRO organizations. The Amsterdam University of Applied Sciences therefore cooperated with the aviation industry for a two-year ...