Machine Learning Applications in Unmanned Aviation: Operational Risks and Certification Considerations

Schopferer, Simon and Donkels, Alexander and Torens, Christoph and Benders, Sebastian and Schirmer, Sebastian and Funke, Alexander and Dauer, Johann C. (2021) Machine Learning Applications in Unmanned Aviation: Operational Risks and Certification Considerations. In: DEEL Workshop: Machine Learning in Certified Systems. Machine Learning in Certified Systems, 2021-01-14 - 2021-01-15, virtuell.

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Official URL: https://mlcertifiedsystems.deel.ai/publication/poster9-ml-applications-in-unmanned-aviation-operational-risks-and-certification-considerations/

Item URL in elib:

https://elib.dlr.de/145152/

Document Type:

Conference or Workshop Item (Poster)

Title:

Machine Learning Applications in Unmanned Aviation: Operational Risks and Certification Considerations

Authors:

Authors	Institution or Email of Authors	Author's ORCID iD	ORCID Put Code
Schopferer, Simon	UNSPECIFIED	https://orcid.org/0000-0001-5254-3961	UNSPECIFIED
Donkels, Alexander	UNSPECIFIED	UNSPECIFIED	UNSPECIFIED
Torens, Christoph	UNSPECIFIED	https://orcid.org/0000-0002-0651-4390	UNSPECIFIED
Benders, Sebastian	UNSPECIFIED	UNSPECIFIED	UNSPECIFIED
Schirmer, Sebastian	UNSPECIFIED	https://orcid.org/0000-0002-4596-2479	UNSPECIFIED
Funke, Alexander	UNSPECIFIED	https://orcid.org/0000-0001-8725-7615	140220220
Dauer, Johann C.	UNSPECIFIED	https://orcid.org/0000-0002-8287-2376	UNSPECIFIED

Date:

15 January 2021

Journal or Publication Title:

DEEL Workshop: Machine Learning in Certified Systems

Refereed publication:

Open Access:

Yes

Gold Open Access:

In SCOPUS:

In ISI Web of Science:

Status:

Published

Keywords:

Machine Learning, Unmanned Aircraft, Risk Assessment, Safety Assurance

Event Title:

Machine Learning in Certified Systems

Event Location:

virtuell

Event Type:

Workshop

Event Start Date:

14 January 2021

Event End Date:

15 January 2021

Organizer:

DEEL

HGF - Research field:

Aeronautics, Space and Transport

HGF - Program:

Aeronautics

HGF - Program Themes:

Components and Systems

DLR - Research area:

Aeronautics

DLR - Program:

L CS - Components and Systems

DLR - Research theme (Project):

L - Unmanned Aerial Systems

Location:

Braunschweig

Institutes and Institutions:

Institute of Flight Systems > Unmanned Aircraft

Deposited By:

Schopferer, Simon

Deposited On:

16 Feb 2022 08:54

Last Modified:

10 Apr 2025 14:08

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