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351 Results Found

  • Article
  • Open Access
25 Citations
14,406 Views
26 Pages

Examining the Potential of Generative Language Models for Aviation Safety Analysis: Case Study and Insights Using the Aviation Safety Reporting System (ASRS)

  • Archana Tikayat Ray,
  • Anirudh Prabhakara Bhat,
  • Ryan T. White,
  • Van Minh Nguyen,
  • Olivia J. Pinon Fischer and
  • Dimitri N. Mavris

31 August 2023

This research investigates the potential application of generative language models, especially ChatGPT, in aviation safety analysis as a means to enhance the efficiency of safety analyses and accelerate the time it takes to process incident reports....

  • Article
  • Open Access
59 Citations
10,534 Views
22 Pages

28 September 2020

The complexity of commercial aviation operations has grown substantially in recent years, together with a diversification of techniques for collecting and analyzing flight data. As a result, data-driven frameworks for enhancing flight safety have gro...

  • Article
  • Open Access
31 Citations
5,713 Views
15 Pages

17 August 2022

With the growth in commercial aviation traffic and the need for improved environmental performance, strategies to lower emissions that can be implemented in the near term are necessary. Since novel technology takes time to enter the market, operation...

  • Article
  • Open Access
3 Citations
3,490 Views
24 Pages

23 December 2021

Aviation has been one of the key engines of the globalization process and, at the same, time one of the industries most affected by the COVID-19 pandemic and the parallel economic crisis. As safety seems to be the key issue at aerodromes, the aim of...

  • Article
  • Open Access
606 Views
17 Pages

This study critically examines the technological feasibility, regulatory challenges, and societal acceptance of Pilotless Passenger Aircraft (PPAs) in commercial aviation. A mixed-methods design integrated quantitative passenger surveys (n = 312) and...

  • Article
  • Open Access
3,008 Views
27 Pages

Formulating an Engineering Framework for Future AI Certification in Aviation

  • Johann Maximilian Christensen,
  • Thomas Stefani,
  • Akshay Anilkumar Girija,
  • Elena Hoemann,
  • Andrea Vogt,
  • Viktor Werbilo,
  • Umut Durak,
  • Frank Köster,
  • Thomas Krüger and
  • Sven Hallerbach

A continuous increase in artificial intelligence (AI)-based functions can be expected for future aviation systems, posing significant challenges to traditional development processes. Established systems engineering frameworks, such as the V-model, ar...

  • Concept Paper
  • Open Access
3 Citations
4,462 Views
14 Pages

27 September 2022

To govern and ensure the safety of increasing drone operations, the European Aviation Safety Agency (EASA) has defined three risk-based categories of unmanned aircraft system (UAS) operations. A large part of commercial UAS operations fall into the S...

  • Article
  • Open Access
2,334 Views
33 Pages

4 November 2025

The aviation industry operates as a complex, dynamic system generating vast volumes of data from aircraft sensors, flight schedules, and external sources. Managing this data is critical for mitigating disruptive and costly events such as mechanical f...

  • Article
  • Open Access
10 Citations
7,230 Views
24 Pages

29 March 2022

Background—Visual inspection is an important element of aircraft engine maintenance to assure flight safety. Predominantly performed by human operators, those maintenance activities are prone to human error. While false negatives imply a risk t...

  • Article
  • Open Access
5 Citations
4,372 Views
16 Pages

22 March 2023

The proliferation of Unmanned Aircraft Systems (UAS) in the United States National Airspace System (NAS) has resulted in an increasing number of close encounters between manned aircraft and UAS, which correlates with the increasing number of remote p...

  • Article
  • Open Access
1 Citations
1,337 Views
31 Pages

17 June 2025

Despite significant technological advancements in aviation safety systems, human-operator condition monitoring remains a critical challenge, with more than 75% of aircraft incidents stemming from attention-related perceptual failures. This study addr...

  • Proceeding Paper
  • Open Access
1,094 Views
9 Pages

Enhancing Safety in Military Aviation: A Systematic Approach to the Development of AI Certification Standards

  • Raquel Delgado-Aguilera Jurado,
  • Vicent Ortolá Plaza,
  • Xiaojie Ye,
  • María Zamarreño Suárez,
  • Francisco Pérez Moreno and
  • César Gómez Arnaldo

This article proposes a systematic methodology for developing a certification standard for AI safety-critical systems in military aviation, combining military and civil airworthiness references. It involves a thorough analysis conducted to identify o...

  • Article
  • Open Access
830 Views
17 Pages

Accurate prediction of the F-factor averaged over one kilometer (FBAR), a critical wind shear metric, is essential for aviation safety. A central F-factor is used to compute FBAR. i.e., compute the value of FBAR at a point using a spatial interval be...

  • Article
  • Open Access
4 Citations
4,161 Views
29 Pages

11 March 2025

The development of liquid hydrogen storage systems is a key aspect to enable future clean air transportation. However, safety analysis research for such systems is still limited and is hindered by the limited experience with liquid hydrogen storage i...

  • Systematic Review
  • Open Access
20 Citations
8,293 Views
28 Pages

Discussion of the Standards System for Sustainable Aviation Fuels: An Aero-Engine Safety Perspective

  • Chenyu Gan,
  • Qinglin Ma,
  • Shengyu Bao,
  • Xinming Wang,
  • Tian Qiu and
  • Shuiting Ding

16 December 2023

Sustainable aviation fuels (SAFs) are considered an important solution for reducing carbon emissions. Safety is the most important prerequisite for a new fuel to be used in an aero-engine. As a special component in aero-engines, fuel is required to c...

  • Article
  • Open Access
4 Citations
3,419 Views
16 Pages

Innovative AI-Enhanced Ice Detection System Using Graphene-Based Sensors for Enhanced Aviation Safety and Efficiency

  • Dario Farina,
  • Hatim Machrafi,
  • Patrick Queeckers,
  • Patrice D. Dongo and
  • Carlo Saverio Iorio

1 July 2024

Ice formation on aircraft surfaces poses significant safety risks, and current detection systems often struggle to provide accurate, real-time predictions. This paper presents the development and comprehensive evaluation of a smart ice control system...

  • Article
  • Open Access
8 Citations
4,496 Views
22 Pages

16 June 2022

The goal of this investigation is to propose a series/parallel hybrid electric power system for ultralight aviation designed to improve safety and, possibly, reduce fuel consumption. The power system consists of a Wankel engine, two electric machines...

  • Article
  • Open Access
2 Citations
2,776 Views
16 Pages

7 January 2025

Background: Modeling tools should be tested against real-world outcomes to confirm their predictive ability compared to random chance. Insights is an analytical tool within the biomathematical modeling software SAFTE-FAST that identifies work pattern...

  • Article
  • Open Access
4 Citations
2,911 Views
32 Pages

31 October 2024

The study presents a comprehensive framework for integrating foundation models (FMs), federated learning (FL), and Artificial Intelligence of Things (AIoT) technologies to enhance aircraft health monitoring systems (AHMSs). The proposed architecture...

  • Review
  • Open Access
34 Citations
13,647 Views
30 Pages

12 May 2022

The civil aviation sector plays an increasingly significant role in transportation sustainability in the environmental, economic, and social dimensions. Driven by the concerns of sustainability in the aviation sector, more electrified aircraft propul...

  • Article
  • Open Access
2 Citations
8,136 Views
10 Pages

6 April 2018

Safe integration of Unmanned Aircraft Systems (UAS) into airspace generally occupied by manned aircraft and other aviation stakeholders is a pressing global challenge. In the United States, efforts are being made to integrate small and large UAS into...

  • Article
  • Open Access
13 Citations
10,726 Views
15 Pages

28 July 2017

The use of ilities for systems engineering of subsystems and components is investigated. Prior work on ilities has emphasized or restricted their application to system level, non-functional properties. The premise of this work is that ilities can be...

  • Article
  • Open Access
1,967 Views
17 Pages

Restrain Performance of Child Restraint Systems for 1.5-Year-Old Children on Commercial Airplanes: An Experimental Study

  • Xiaopeng Shi,
  • Yifan Zhou,
  • Chen Xiong,
  • Yafeng Wang,
  • Yonglong He,
  • Zhenyu Feng and
  • Jiang Xie

This study aims to compare the restraint performance of two child restraint systems (CRSs) used on airplanes—a rear-facing child seat (RFCS) and the child aviation restraint system (CARES)—for 1.5-year-old children, along with their compa...

  • Article
  • Open Access
5 Citations
3,596 Views
14 Pages

18 August 2024

Modern aviation security systems are largely tied to the work of screening operators. Due to physical characteristics, they are prone to problems such as fatigue, loss of attention, etc. There are methods for recognizing such objects, but they face s...

  • Article
  • Open Access
713 Views
29 Pages

8 September 2025

The interconnectivity of avionics systems supports the need to incorporate functional safety and information security into airworthiness validation and maintenance protocols, which is critical. This necessity arises from the demanding operational env...

  • Article
  • Open Access
59 Citations
9,354 Views
24 Pages

Critical Parameter Identification for Safety Events in Commercial Aviation Using Machine Learning

  • HyunKi Lee,
  • Sasha Madar,
  • Santusht Sairam,
  • Tejas G. Puranik,
  • Alexia P. Payan,
  • Michelle Kirby,
  • Olivia J. Pinon and
  • Dimitri N. Mavris

In recent years, there has been a rapid growth in the application of data science techniques that leverage aviation data collected from commercial airline operations to improve safety. This paper presents the application of machine learning to improv...

  • Article
  • Open Access
8 Citations
4,283 Views
22 Pages

Aviation-BERT-NER: Named Entity Recognition for Aviation Safety Reports

  • Chetan Chandra,
  • Yuga Ojima,
  • Mayank V. Bendarkar and
  • Dimitri N. Mavris

29 October 2024

This work introduces Aviation-BERT-NER, a Named Entity Recognition (NER) system tailored for aviation safety reports, building on the Aviation-BERT base model developed at the Georgia Institute of Technology’s Aerospace Systems Design Laborator...

  • Article
  • Open Access
9 Citations
5,501 Views
46 Pages

Due to the continuous growth of air traffic and the development of aviation systems, the current safety management methodologies should be improved and upgraded. Safety management systems help aviation organizations to manage, maintain and increase s...

  • Systematic Review
  • Open Access
2 Citations
2,986 Views
42 Pages

4 September 2025

The aviation industry prioritizes safety and has embraced innovative approaches for both reactive and proactive safety measures. Machine learning (ML) has emerged as a useful tool for aviation safety. This systematic literature review explores ML app...

  • Article
  • Open Access
7 Citations
1,899 Views
24 Pages

11 October 2024

There are massive amounts of civil aviation safety oversight reports collected each year in the civil aviation of China. The narrative texts of these reports are typically short texts, recording the abnormal events detected during the safety oversigh...

  • Review
  • Open Access
22 Citations
14,453 Views
14 Pages

7 November 2018

In recent years, a growing emphasis on safety has driven various industries, both in manufacturing and service, to implement a Safety Management System (SMS) in their organisations. SMSs have also been widely implemented in aviation due to both regul...

  • Article
  • Open Access
10 Citations
2,937 Views
17 Pages

Research on Aviation Safety Prediction Based on Variable Selection and LSTM

  • Hang Zeng,
  • Jiansheng Guo,
  • Hongmei Zhang,
  • Bo Ren and
  • Jiangnan Wu

21 December 2022

Accurate prediction of aviation safety levels is significant for the efficient early warning and prevention of incidents. However, the causal mechanism and temporal character of aviation accidents are complex and not fully understood, which increases...

  • Article
  • Open Access
2,236 Views
25 Pages

10 June 2025

Aviation safety recommendations are the National Transportation Safety Board’s key mechanism for effecting improvements and curtailing subsequent accidents. Aviation safety recommendations and their associated correspondence have been minimally...

  • Article
  • Open Access
1 Citations
3,374 Views
15 Pages

28 October 2022

Aviation resources in the post-pandemic era are still in short supply. The increasing air traffic flow aggravates flight delays and makes it difficult to ensure aviation safety. Instead of focusing on the economic benefits, this paper proposes a quan...

  • Article
  • Open Access
21 Citations
9,388 Views
33 Pages

2 August 2024

The integration of artificial intelligence of things (AIoT) is transforming aviation health monitoring systems by combining extensive data collection with advanced analytical capabilities. This study proposes a framework that enhances predictive accu...

  • Article
  • Open Access
1 Citations
2,663 Views
37 Pages

16 June 2025

Despite advanced aviation safety systems, recurring operational failures demonstrate that current safety management system (SMS) implementation practices remain predominantly reactive, with organizations adopting SMS frameworks theoretically embracin...

  • Article
  • Open Access
9 Citations
4,062 Views
17 Pages

24 March 2023

The conventional powertrain for ultralight aviation consists of a fixed pitch propeller connected to an internal combustion engine (ICE). Since ICEs have a limited thermal efficiency (<40%), new and more efficient powerplant configurations have re...

  • Review
  • Open Access
1 Citations
1,820 Views
17 Pages

28 August 2025

This paper provides a comprehensive review of the development history, current status, and future trends of civil aviation meteorological services. With the rapid growth of global air traffic and the increasing complexity of operational environments,...

  • Article
  • Open Access
5 Citations
3,170 Views
28 Pages

Research on Runway Capacity Evaluation of General Aviation Airport Based on Runway Expansion System

  • Zhiyuan Chen,
  • Huachun Xiang,
  • Bangcun Han,
  • Yachen Shen,
  • Ting Zhou and
  • Feng Zhang

20 November 2024

To enhance the operational management capabilities of general aviation airports, this paper proposes a method for evaluating the runway capacity of general aviation airports based on the runway expansion system. Firstly, it provides a brief introduct...

  • Review
  • Open Access
159 Citations
23,180 Views
27 Pages

30 October 2019

Anomaly detection is an active area of research with numerous methods and applications. This survey reviews the state-of-the-art of data-driven anomaly detection techniques and their application to the aviation domain. After a brief introduction to t...

  • Review
  • Open Access
2 Citations
5,554 Views
22 Pages

Radio Frequency Interference has emerged as a growing challenge for aviation safety and system integrity due to the increasing spectral overlap between communication technologies and aviation systems. This paper investigates the sources, types, and c...

  • Article
  • Open Access
27 Citations
5,731 Views
15 Pages

Learning Methods and Predictive Modeling to Identify Failure by Human Factors in the Aviation Industry

  • Rui P. R. Nogueira,
  • Rui Melicio,
  • Duarte Valério and
  • Luís F. F. M. Santos

22 March 2023

This paper proposes a model capable of predicting fatal occurrences in aviation events such as accidents and incidents, using as inputs the human factors that contributed to each incident, together with information about the flight. This is important...

  • Article
  • Open Access
3 Citations
6,058 Views
28 Pages

27 December 2024

The applications of Artificial Intelligence (AI) in the airport industry are significantly transforming operational efficiency, safety, and passenger experiences. This study investigates the integration of AI within aviation construction projects, wi...

  • Project Report
  • Open Access
17 Citations
22,709 Views
26 Pages

Assessing and Advancing Safety Management in Aviation

  • Sybert Stroeve,
  • Job Smeltink and
  • Barry Kirwan

22 March 2022

A safety management system (SMS) is the overall set of procedures, documentation, and knowledge systems as well as the processes using them, which are employed within an organisation to control and improve its safety performance. Safety management sy...

  • Article
  • Open Access
7 Citations
7,815 Views
23 Pages

14 October 2020

Safety is of paramount concern in aerospace and aviation. Safety has evolved over the years, from the technical era to the human-factors era and organizational era, and finally to the present era of systems-thinking. Building upon three foundational...

  • Review
  • Open Access
54 Citations
14,837 Views
20 Pages

Advanced digital data-driven applications have evolved and significantly impacted the transportation sector in recent years. This systematic review examines natural language processing (NLP) approaches applied to aviation safety-related domains. The...

  • Article
  • Open Access
876 Views
25 Pages

3 November 2025

With the rapid advancement of aviation technology, modern aircraft cockpits are evolving toward high automation and intelligence, making pilot-cockpit interaction a critical factor influencing flight safety and efficiency. Pilot pose estimation and b...

  • Feature Paper
  • Article
  • Open Access
2 Citations
4,753 Views
32 Pages

4 February 2025

This paper examines the characteristics and implications of reported Unmanned Aircraft Systems (UAS) incidents in the National Aeronautics and Space Administration (NASA) Aviation Safety Reporting System (ASRS) database for UAS incidents operated by...

  • Article
  • Open Access
331 Views
35 Pages

24 December 2025

The causal analysis of historical aviation accidents documented in investigation reports is important for the design, manufacture, operation, and maintenance of aircraft. However, given that most accident data are unstructured or semi-structured, ide...

  • Article
  • Open Access
2 Citations
1,256 Views
21 Pages

Study on the Dissolution Mechanism of Aviation Hydraulic Oil–Nitrogen Gas Based on Molecular Dynamics

  • Qingtai Guo,
  • Changming Zhang,
  • Hui Zhang,
  • Tianlei Zhang and
  • Dehai Meng

18 May 2025

The shock absorbers in the landing gear absorb and dissipate a significant amount of kinetic energy generated from impacts during the landing and taxiing phases to ensure the stability and safety of the aircraft. The nitrogen–oil binary system...

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