Setting up new standards in aviation industry with the help of artificial intelligent – machine learning application
نویسندگان
چکیده
Abstract In these times, dominated by innovation, technology is an important asset in optimizing maintenance, aircraft operations and even the investigation process of aviation accidents, with unprecedented results so far. All information related to aircraft, generated over time, can be included a database, order analyzed for better technical insights. The same approach applied analyzing evidence reports after accident occurred. Aircraft involves tones hard-working hours analysis. This research aims identify new tool improve incidents caused human factors errors. Using artificial intelligence resulted during accidents investigation, will shed light on root cause incident much faster. Accelerating means huge benefits all parties involved. this sense, proof-of-concept software has been developed emphasize power intelligent investigation. machine learning algorithms, program was trained data, develop application capable automatically determining based witness statements. data derived from Aviation Safety Reporting System database U.S, which queried incidents, occurred between 2000 2020. not only about automating stage rather setting up standards industry help intelligence.
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ژورنال
عنوان ژورنال: Journal of Physics: Conference Series
سال: 2022
ISSN: ['1742-6588', '1742-6596']
DOI: https://doi.org/10.1088/1742-6596/2212/1/012014