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AI Engineering for Safety-Critical Control Systems: An Aerospace Perspective

  • Umut Durak*
  • , Zamira Daw
  • , Ufuk Topcu
  • , Ella Atkins
  • , Darren Cofer
  • , Mevlut Uzun
  • , Gokhan Inalhan
  • , Leonidas Kosmidis
  • , James L. Paunicka
  • , Trung T. Pham
  • *Bu çalışma için yazışmadan sorumlu yazar
  • German Aerospace Center
  • University of Stuttgart
  • University of Texas at Austin
  • Virginia Polytechnic Institute and State University
  • Collins Aerospace
  • Cranfield University
  • Sloane Institute
  • Centro Nacional de Supercomputación
  • Boeing
  • FAA's Chf. Scientist and Tech. Advisor (CSTA) for Artificial Intelligence (AI) - Machine Learning

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

Özet

This tutorial highlights the engineering aspects of developing AI-based control systems. It renders the whole systems engineering spectrum from safety assessment to requirements engineering, from design to implementation, from verification to deployment and further more certification and operation of the aerospace products that include control systems that utilize AI techniques. The position paper not only provides a examples of AI-based safety-critical control systems in aerospace, it also shares the opinions of the authors about the important techniques that are being developed or to be developed at each above mentioned activities of systems engineering.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığı2025 American Control Conference, ACC 2025
YayınlayanInstitute of Electrical and Electronics Engineers Inc.
Sayfalar4491-4500
Sayfa sayısı10
ISBN (Elektronik)9798331569372
DOI'lar
Yayın durumuYayınlandı - 2025
Harici olarak yayınlandıEvet
Etkinlik2025 American Control Conference, ACC 2025 - Denver, United States
Süre: 8 Tem 202510 Tem 2025

Yayın serisi

AdıProceedings of the American Control Conference
ISSN (Basılı)0743-1619

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???event.eventtypes.event.conference???2025 American Control Conference, ACC 2025
Ülke/BölgeUnited States
ŞehirDenver
Periyot8/07/2510/07/25

Bibliyografik not

Publisher Copyright:
© 2025 AACC.

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