For the public and stakeholders, it is necessary to demonstrate airworthiness safety of AI-based avionics system in acceptable means of compliance, so as to solve problems of trustworthiness, uncertainty and explainabili-ty of civil aircraft avionics system caused by introducing artificial intelligence/machine learning technology. First of all, the classification and application status of AI-based avionics system are analyzed, and the applicability of exist-ing guidelines and standards are expounded. Then, based on the review of the current research progress, the imple-mentation process and technical details of the certification framework for AI-based avionics system are summarized.Finally, the requirements and implementation methods of the compliance verification of AI-based avionics system in each stage of the whole life cycle are put forward, and the impact of compliance verification on the existing air-worthiness system is evaluated. The study provides the reference for the design and certification of civil aircraft AIbased avionics system.


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    Titel :

    Research progress of AI-based avionics system certification for airworthiness compliance


    Beteiligte:
    DONG Lei (Autor:in) / LIU Jiachen (Autor:in) / CHEN Xi (Autor:in) / XIAO Nyu'e (Autor:in) / LIANG Boyao (Autor:in) / ZHANG Yuanshan (Autor:in)


    Erscheinungsdatum :

    2023




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Unbekannt





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