Comparison of Two (Geometric) Algorithms for Auto OMA

Martin Juul, Peter Olsen, Ole Balling, Sandro Amador, Rune Brincker

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Abstract

In this paper we compare two geometric algorithms for automatic Operational Modal Analysis(OMA). The compared algorithms are the Shortest Path Algorithm (SPA) that considers shortest paths in the set of poles and the Smallest Sphere Algorithm (SSA) that operates on the set of identified poles to find the set of smallest spheres, containing physical poles. Both algorithm are based on sliding filter stability diagrams recently introduced by Olsen et al. We show how the two algorithms identify system parameters of a simulated system, and illustrate the difference between the identified parameters. The two algorithms are compared and illustrated on simulated data. Different choices of distance measures are discussed and evaluated. It is illustrated how a simple distance measure outperforms traditional distance measures from other Auto OMA algorithms. Traditional measures are unable to discriminate between modes and noise.
Original languageEnglish
Title of host publicationTopics in Modal Analysis & Testing, Volume 9 : Proceedings of the 36th IMAC, A Conference and Exposition on Structural Dynamics 2018
Editors Michael Mains , Brandon J. Dilworth
Number of pages4
Volume9
PublisherSpringer
Publication date2018
Pages65-68
ISBN (Print)978-3-319-74699-9
ISBN (Electronic)978-3-319-74700-2
DOIs
Publication statusPublished - 2018
Event36th International Modal Analysis Conference - Orlando, United States
Duration: 12 Feb 201815 Feb 2018
Conference number: 36

Conference

Conference36th International Modal Analysis Conference
Number36
CountryUnited States
CityOrlando
Period12/02/201815/02/2018
SeriesConference Proceedings of the Society for Experimental Mechanics Series
ISSN2191-5644

Cite this

Juul, M., Olsen, P., Balling, O., Amador, S., & Brincker, R. (2018). Comparison of Two (Geometric) Algorithms for Auto OMA. In M. M., & B. J. D. (Eds.), Topics in Modal Analysis & Testing, Volume 9: Proceedings of the 36th IMAC, A Conference and Exposition on Structural Dynamics 2018 (Vol. 9, pp. 65-68). Springer. Conference Proceedings of the Society for Experimental Mechanics Series https://doi.org/10.1007/978-3-319-74700-2_7