Felderer, Michael (2024) Risk-Driven Testing and Certification in Simulated Environments. 7th IEEE Workshop on NEXt level of Test Automation (NEXTA'24), 2024-05-27, Toronto, Kanada.
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Kurzfassung
Simulated environments are essential for testing smart software-intensive systems that rely on AI components in domains like manufacturing, automotive or aerospace. However, it is essential to guide testing by requirements which enable the coverage of risks. This approach has also high potentials for virtual certification of system components, which has huge potential to safe cost in safety-critical system design. In this talk, we present an approach to risk-driven automated testing of collaborative AI systems in the manufacturing domain and reflect on potentials and limitations of risk-driven testing and certification in safety-critical domains.
elib-URL des Eintrags: | https://elib.dlr.de/204524/ | ||||||||
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Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||
Titel: | Risk-Driven Testing and Certification in Simulated Environments | ||||||||
Autoren: |
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Datum: | 2024 | ||||||||
Referierte Publikation: | Nein | ||||||||
Open Access: | Ja | ||||||||
Gold Open Access: | Nein | ||||||||
In SCOPUS: | Nein | ||||||||
In ISI Web of Science: | Nein | ||||||||
Status: | veröffentlicht | ||||||||
Stichwörter: | Digital Twin Software Testing Certification Simulation Collaborative AI Trustworthiness | ||||||||
Veranstaltungstitel: | 7th IEEE Workshop on NEXt level of Test Automation (NEXTA'24) | ||||||||
Veranstaltungsort: | Toronto, Kanada | ||||||||
Veranstaltungsart: | Workshop | ||||||||
Veranstaltungsdatum: | 27 Mai 2024 | ||||||||
HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||
HGF - Programm: | Luftfahrt | ||||||||
HGF - Programmthema: | Effizientes Luftfahrzeug | ||||||||
DLR - Schwerpunkt: | Luftfahrt | ||||||||
DLR - Forschungsgebiet: | L EV - Effizientes Luftfahrzeug | ||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | L - Virtuelles Flugzeug und Validierung, R - Digitale Transformation in der Raumfahrt [SY] | ||||||||
Standort: | Köln-Porz | ||||||||
Institute & Einrichtungen: | Institut für Softwaretechnologie | ||||||||
Hinterlegt von: | Felderer, Michael | ||||||||
Hinterlegt am: | 03 Jun 2024 14:07 | ||||||||
Letzte Änderung: | 03 Jun 2024 14:07 |
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