Phase of Flight Classification in Aviation Safety using LSTM, GRU, and BiLSTM: A Case Study with ASN Dataset [PDF]
In 2023 International Conference on High Performance Big Data and
Intelligent Systems (HDIS) (pp. 24-28). IEEESafety is the main concern in the aviation industry, where even minor operational issues can lead to serious consequences. This study addresses the need for comprehensive aviation accident analysis by leveraging natural language processing (NLP) and advanced AI models to classify the phase of flight from unstructured aviation accident analysis ...
arxiv +1 more source
Simulation and evaluation of sustainable climate trajectories for aviation [PDF]
arXiv, 2021 In 2019, aviation was responsible for 2.6% of the world CO2 emissions as well as additional climate impacts such as contrails. Like all industrial sectors, the aviation sector must implement measures to reduce its climate impact. This paper focuses on the simulation and the evaluation of climatic scenarios for the aviation industry. For this purpose, a
arxiv
Hierarchical Icephobic Surfaces with Enhanced Photothermal Performance for Sustainable Anti‐Icing
Advanced Science, EarlyView.The armored photothermal icephobic structured surface (APISS) features a hierarchical micro‐nanostructured architecture optimized for enhanced solar absorption, coated with titanium nitride (TiN) nanoparticles to maximize photothermal conversion efficiency and silica encapsulation to ensure exceptional mechanical resilience.
Lei Zhang +7 more
wiley +1 more source
Functional coatings application for strengthening and restoration of aviation products
Aviation, 2005 The article deals with the analysis of modern technologies of surface hardening and restoration of the working parts of aviation products. The technologically sophisticated methods of obtaining multifunctional composite coatings with an application of ...
Sergey Dmitriyev +3 more
doaj +1 more source
Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends [PDF]
arXiv, 2021 The integration of Information and Communication Technology (ICT) tools into mechanical devices found in aviation industry has raised security concerns. The more integrated the system, the more vulnerable due to the inherent vulnerabilities found in ICT tools and software that drives the system.
arxiv
PC-based aviation training devices (PCATDs): research, development and certification [PDF]
, 2011 This paper examines the development of two PCATD’s (one helicopter, one fixed-wing) and their eventual certification by CAA. Certification has demonstrated the potential these devices have for aviation training in New Zealand.
Gilbey, Andrew +3 more
core
Advanced Electronic Materials, EarlyView.The authors demonstrate a bias voltage‐dependent anisotropic tunneling behavior by designing a ReS2‐based heterojunction operating in the Fowler–Nordheim tunneling regime. The device exhibits a dichroic tunneling current that surpasses the intrinsic anisotropy of ReS2, offering a new strategy to amplify directional responses in 2D materials for ...
Tianyi Zhou +12 more
wiley +1 more source
Features of transition modes of friction surfaces with partially regular microrelief
Aviation, 2018 Textured surfaces with partially regular micro relief (PRMR) are reported to be an effective means to control lublication. It was found they are good wear debris trap and suppliers of lubricant directly to the actual friction area.
Oleksandr Radionenko +3 more
doaj +1 more source
Topic Modeling Analysis of Aviation Accident Reports: A Comparative Study between LDA and NMF Models [PDF]
Aviation safety is paramount in the modern world, with a continuous commitment to reducing accidents and improving safety standards. Central to this endeavor is the analysis of aviation accident reports, rich textual resources that hold insights into the causes and contributing factors behind aviation mishaps.
arxiv +1 more source
Analysis of general aviation single-pilot IFR incident data obtained from the NASA Aviation Safety Reporting System [PDF]
, 1983 An analysis of incident data obtained from the NASA Aviation Safety Reporting System (ASRS) has been made to determine the problem areas in general aviation single-pilot IFR (SPIFR) operations.
Bergeron, H. P.
core +1 more source