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Implementation of a multiagent-based paradigm for decentralized real-time structural health monitoring
Publikationstyp
Conference Paper
Date Issued
2011-04
Sprache
English
Author(s)
Start Page
1875
End Page
1885
Citation
Structures Congress 2011 - Proceedings of the 2011 Structures Congress: 1875-1885 (2011-06-13)
Contribution to Conference
Publisher DOI
Scopus ID
Publisher
American Society of Civil Engineers
Engineering structures such as wind turbines require continuous monitoring to ensure structural safety, to reduce the overall maintenance and repair costs and, ultimately, to achieve extended lifetimes and a greater economic viability. For that purpose, an automated SHM system for wind turbines has been developed and installed on a 500 kW wind turbine in Germany. During its operation, temporary malfunctions of the installed sensing units have been observed. These malfunctions, such as temporary sensor breakdowns which are well known from real-time SHM systems, might cause the loss of valuable monitoring data if not detected timely. A multi-agent system, which is capable of self-detecting system malfunctions and notifying the human individuals automatically, has been developed and integrated into the existing SHM system. The SHM system and its subsystem, the multi-agent system, have been in continuous operation since 2009. Since then, various malfunctions have automatically been detected and appropriate actions have been taken in a timely manner. As a result, the malfunctioning of the sensors did not lead to significant data loss, thus enhancing the quality of the SHM system.
DDC Class
004: Informatik
600: Technik