Kenniscentrum Techniek
Publications
45 Results
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Methods for integrated simulation
1 December 2022This note summarises the current status of the work of EUROSIMs ans ASIMs Technical Committees "Data Driven System Simulation" - with main emphasis on Big Data integration in simulation.
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Methods for integrated simulation
1 December 2022This note summarises the current status of the work of EUROSIMs ans ASIMs Technical Committees "Data Driven System Simulation" - with main emphasis on Big Data integration in simulation.
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AI-based exhaust gas temperature
17 November 2022 | Kenniscentrum TechniekData-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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AI-based exhaust gas temperature
17 November 2022 | Kenniscentrum TechniekData-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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An End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines
29 June 2022 | Kenniscentrum TechniekEstimating 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 | Kenniscentrum TechniekData-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 | Kenniscentrum TechniekThis 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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Enhancing a simulation-based Allocator Software with machine learning and genetic algorithms for improving the gate assignment problem
1 January 2022 | Kenniscentrum TechniekAssigning gates to flights considering physical, operational, and temporal constraints is known as the Gate Assignment Problem. This article proposes the novelty of coupling a commercial stand and gate allocation ...
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Explainable and Interpretable AI-Assisted Remaining Useful Life Estimation for Aeroengines
1 January 2022 | Kenniscentrum TechniekRemaining 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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Explainable and Interpretable AI-Assisted Remaining Useful Life Estimation for Aeroengines
1 January 2022 | Kenniscentrum TechniekRemaining 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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Decarbonizing by 2050
1 April 2021 | Kenniscentrum TechniekThe 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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A health monitoring modelling case study
1 January 2021 | Kenniscentrum TechniekThis 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 | Kenniscentrum TechniekIn 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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Reducing airport environmental footprint using a disruption-aware stand assignment approach
1 December 2020 | Kenniscentrum TechniekModern airport management is challenged by the task of operating aircraft parking positions most efficiently while complying with environmental policies, restrictions, schedule disruptions, and capacity limitations. ...
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Tackling uncertainty for the development of efficient decision support system in air traffic management
1 August 2020 | Kenniscentrum TechniekAirport capacity has become a constraint in the air transportation networks, due to the growth of air traffic demand and the lack of resources able to accommodate this demand. This paper presents the algorithmic ...
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Overview SEEV4-city playing field state-of-the-art assessment of smart charging and vehicle 2 Grid services
11 July 2020 | Kenniscentrum TechniekState-of-the-Art report for SEEV4city
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Don’t sideline environmental sustainability
1 June 2020 | Kenniscentrum TechniekAn 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 | Kenniscentrum TechniekThis 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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Finite element modelling of carbon fiber - carbon nanostructure - polymer hybrid composite structures
29 May 2020 | Kenniscentrum TechniekThe present study deals with the numerical modelling of hybrid<br/>laminated composites, which can be proved especially useful in the<br/>engineering and maintenance of advanced aerospace primary ...
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Revisiting the flaws and pitfalls using simulation in the analysis of aviation capacity problems
1 March 2020 | Kenniscentrum TechniekThe aviation industry is a changing industry in which several factors influence the performance of the airport and the network of airports that are interconnected. Business models, technical operations in airspace ...