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  4. A Model-Assisted Case Study Using Data from Open Guided Waves to Evaluate the Performance of Guided Wave-Based Structural Health Monitoring Systems
 
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2023
Conference Paper
Title

A Model-Assisted Case Study Using Data from Open Guided Waves to Evaluate the Performance of Guided Wave-Based Structural Health Monitoring Systems

Abstract
Reliability assessment of Structural Health Monitoring (SHM) systems poses new challenges pushing the research community to address many questions which are still open. For guided wave-based SHM it is not possible to evaluate the system performance without taking into account the target structure and applied system parameters. This range of variables would result in countless measurements. Factors like environmental conditions, structural dependencies and wave characteristics demand novel solutions for performance analysis of SHM systems compared to those relying on classical non-destructive evaluation. Such novel approaches typically require model-assisted investigations which may not only help to explain and understand performance assessment results but also enable complete studies without costly experiments. Within this contribution, a multi input multi output approach using a sparse transducer array permanently installed on a composite structure to excite and sense guided waves is considered. Firstly, the method and the analysis of path-based performance assessment are presented considering an open-access dataset from the Open Guided Wave platform. Then, a performance analysis of a guided wave-based SHM system using Probability of Detection is presented. To explain some unexpected results, the model-assisted investigations are used to understand the physical phenomena of wave propagation in the test specimen including the interaction with damage. Finally, issues and future steps in SHM systems’ performance assessment and their development are discussed.
Author(s)
Tschöke, Kilian  orcid-logo
Fraunhofer-Institut für Keramische Technologien und Systeme IKTS  
Mueller, Inka
Univ. Bochum  
Memmolo, Vittorio
Univ. of Neapel  
Sridaran Venkat, Ramanan
Univ. des Saarlandes  
Golub, Mikhail
Staatliche Univ. Kuban
Eremin, Artem
Kuban Staatliche Univ.
Moix-Bonet, Maria
Deutsches Zentrum für Luft- und Raumfahrt e.V. -DLR-  
Möllenhoff, Kathrin
Heinrich-Heine-Universität  
Lugovtsova, Yevgeniya
Bundesanstalt für Materialforschung und -prüfung -BAM-, Berlin  
Moll, Jochen
Goethe-Universität Frankfurt a.M.
Freitag, Steffen
Karlsruher Institut für Technologie -KIT-  
Mainwork
European Workshop on Structural Health Monitoring, EWSHM 2022. Vol.2  
Conference
European Workshop on Structural Health Monitoring 2022  
DOI
10.1007/978-3-031-07258-1_94
Language
English
Fraunhofer-Institut für Keramische Technologien und Systeme IKTS  
Keyword(s)
  • MIMO systems

  • Nondestructive examination

  • Structural health monitoring

  • Case-Studies

  • Performance

  • Performance assessment

  • Performance analysis

  • Reliability assessments

  • Research communities

  • Structural health monitoring systems

  • Systems parameters

  • Systems performance

  • Target structure

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