Performance assessment for artificial intelligence-based data analysis in ultrasonic guided wave-based inspection: a comparison to classic path-based probability of detection

Mueller, Inka and Freitag, Stefan and Memmolo, Vittorio and Moix-Bonet, Maria and Möllenhoff, Kathrin and Sridaran Venkat, Ramanan and Lugovtsova, Yevgeniya and Golub, Mikhail and Eremin, Artem and Moll, Jochen and Tschöke, Kilian (2022) Performance assessment for artificial intelligence-based data analysis in ultrasonic guided wave-based inspection: a comparison to classic path-based probability of detection. In: 10th European Workshop on Structural Health Monitoring, EWSHM 2022, 254, pp. 953-961. Springer. EWSHM 2022, 2022-07-04 - 2022-07-07, Palermo, Italien. doi: 10.1007/978-3-031-07258-1_96. ISBN 978-303107257-4. ISSN 2366-2557.

Full text not available from this repository.

Item URL in elib:

https://elib.dlr.de/190983/

Document Type:

Conference or Workshop Item (Speech)

Title:

Performance assessment for artificial intelligence-based data analysis in ultrasonic guided wave-based inspection: a comparison to classic path-based probability of detection

Authors:

Authors	Institution or Email of Authors	Author's ORCID iD	ORCID Put Code
Mueller, Inka	Bochum University of Applied Sciences	https://orcid.org/0000-0001-8888-2682	UNSPECIFIED
Freitag, Stefan	Ruhr-Universität Bochum	UNSPECIFIED	UNSPECIFIED
Memmolo, Vittorio	University of Naples “Federico II”	https://orcid.org/0000-0003-1249-918X	UNSPECIFIED
Moix-Bonet, Maria	UNSPECIFIED	https://orcid.org/0000-0002-1327-0080	UNSPECIFIED
Möllenhoff, Kathrin	Heinrich Heine University Düsseldorf	https://orcid.org/0000-0001-7861-3892	UNSPECIFIED
Sridaran Venkat, Ramanan	Saarland University	https://orcid.org/0000-0003-3029-8429	UNSPECIFIED
Lugovtsova, Yevgeniya	Bundesanstalt für Materialforschung und -prüfung (BAM)	https://orcid.org/0000-0002-5953-6331	UNSPECIFIED
Golub, Mikhail	Kuban State University, Krasnodar, Russia	https://orcid.org/0000-0003-4927-9623	UNSPECIFIED
Eremin, Artem	Kuban State University, Krasnodar, Russia	https://orcid.org/0000-0002-3168-2214	UNSPECIFIED
Moll, Jochen	UNSPECIFIED	https://orcid.org/0000-0003-2299-2250	UNSPECIFIED
Tschöke, Kilian	Fraunhofer Institute for Ceramic Technologies and Systems IKTS	https://orcid.org/0000-0003-3971-1515	UNSPECIFIED

Date:

6 July 2022

Journal or Publication Title:

10th European Workshop on Structural Health Monitoring, EWSHM 2022

Refereed publication:

Yes

Open Access:

Gold Open Access:

In SCOPUS:

Yes

In ISI Web of Science:

Volume:

254

DOI:

10.1007/978-3-031-07258-1_96

Page Range:

pp. 953-961

Editors:

Editors	Email	Editor's ORCID iD	ORCID Put Code
Rizzo, Piervincenzo	UNSPECIFIED	UNSPECIFIED	UNSPECIFIED
Milazzo, Alberto	UNSPECIFIED	UNSPECIFIED	UNSPECIFIED

Publisher:

Springer

Series Name:

Lecture Notes in Civil Engineering (LNCE)

ISSN:

2366-2557

ISBN:

978-303107257-4

Status:

Published

Keywords:

Structural Health Monitoring, Guided Waves, Machine Learning

Event Title:

EWSHM 2022

Event Location:

Palermo, Italien

Event Type:

international Conference

Event Start Date:

4 July 2022

Event End Date:

7 July 2022

HGF - Research field:

Aeronautics, Space and Transport

HGF - Program:

Aeronautics

HGF - Program Themes:

Efficient Vehicle

DLR - Research area:

Aeronautics

DLR - Program:

L EV - Efficient Vehicle

DLR - Research theme (Project):

L - Digital Technologies

Location:

Braunschweig

Institutes and Institutions:

Institute of Composite Structures and Adaptive Systems > Multifunctional Materials

Deposited By:

Moix-Bonet, Maria

Deposited On:

05 Dec 2022 08:07

Last Modified:

24 Apr 2024 20:52

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