AI in Aviation
The history of aviation is replete with tragic accidents, some of which remain shrouded in mystery. These unexplained incidents, often attributed to technical glitches, have led to significant ...
The use of a psychological autopsy—analyzing digital footprints, medical histories, and conducting interviews with family and peers—reflects a growing industry trend in aviation safety investigations to assess a pilot's mental state prior to unexplained crashes .
The Implementation of Articial Intelligence (AI) in Aviation Accident ...
This methodological framework aims to explore the multifaceted role of AI in aviation accident investigations, providing robust and reliable findings that contribute to the field of aviation safety .
Indeed, many aviation safety issues, such as accident analysis, human factors, and preventive system designs, are interconnected instead of standalone issues. This systematic literature review explores the recent advances, challenges, and future perspectives on leveraging AI to enhance aviation safety from a macro perspective.
Artificial Intelligence in Aviation Safety
This study aims to offer aviation safety researchers, practitioners, and decision-makers a comprehensive exploration of integrating advanced technologies, such as artificial intelligence and machine learning, to inform and fortify future safety strategies. Focusing on systematic and bibliometric perspectives, the paper reviewed 224 articles in the Scopus database from 2004 to 2024 (January ...
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 applications for safety within the aviation industry over the past 25 years. Through a comprehensive search on Scopus and backward reference searches ...
Future of Aviation Safety Amid Recent Plane Crash Tragedies ...
The aviation industry has long been a benchmark for safety and technological advancement. However, recent tragic incidents, such as the Jeju Air Flight 2216 crash in South Korea that resulted in ...
Foreword The recent acceleration in the development of artificial intelligence provides new opportunities to leverage the technology to support a safe aviation system, while posing new risks if not appropriately qualified and used. In the face of these challenges and opportunities, we have developed this roadmap to explain our approach to developing methods to assure the safety of the ...
The Challenges of Integrating AI in Aviation Incident
Integrating artificial intelligence ( AI ) into aviation incident-accident investigations presents unique opportunities and significant challenges. This paper explores the complexities of incorporating AI into the aviation investigation process, emphasizing the importance of a human-centric approach to ensure the technology's reliability ...
Data analytics, putting safety out of bounds for competition, and collaboration among industry, labor and government are key to reducing a technology's risks.