Damage Localization in a Residential-Sized Wind Turbine Blade using Subspace Exclusion Zones

Bilal Ali Qadri, Thomas Bull, Martin Dalgaard Ulriksen, Lars Damkilde

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Abstract

Wind turbines are repeatedly exposed to natural loads, which, in general, have a significant influence on the structural lifetime. Therefore, maintenance and manual inspection are of great importance in the attempt to reduce catastrophic failures; both in onshore and offshore scenarios. Vibration-based structural health monitoring (SHM) has the potential to provide information about potential structural deterioration, hence allowing for efficient inspection and, as such, a reduction in operational costs. However, this requires a robust method for each step of the damage identification process, which consists of four subcategories proposed by A. Rytter [1]; namely, detection, localization, assessment and consequence. The process is performed stepwise, hence leading to that detection must be completed before locating the damage. Detecting damages in wind turbines has been solved with reasonable success [2], but a robust solution to the next step in the damage identification process, finding its location, has not been provided. A contribution to the second step is the newly developed method subspace exclusion zone (SEZ), proposed by Bernal and Ulriksen [3]. The SEZ method is a model-based damage localization approach, which facilitates a user-defined localization resolution. The method operates by mapping the damage-induced difference in the kinematic response, from an undamaged and damaged state, to a theoretical model of the structure. The SEZ method has shown promising results in the context of numerical simulations and laboratory experiments with a simple beam structure [4]. Therefore, the focus of this paper is to test the SEZ method on a more complex geometry, here, the residential-sized wind turbine blade in a laboratory environment.
Original languageEnglish
Title of host publicationProceedings of NSCM 30 : The 30th Nordic Seminar on Computational Mechanics 25-27 October 2017
EditorsJan Høgsberg, Niels L. Pedersen
Place of PublicationLyngby
PublisherDTU Mechanical Engineering
Publication date2017
Pages171-174
Publication statusPublished - 2017
Event30th Nordic Seminar on Computational Mechanics - Technical University of Denmark Anker Engelunds Vej 1, Bygning 101A 2800 Kgs. , Lyngby, Denmark
Duration: 25 Oct 201727 Oct 2017
Conference number: 30

Conference

Conference30th Nordic Seminar on Computational Mechanics
Number30
LocationTechnical University of Denmark Anker Engelunds Vej 1, Bygning 101A 2800 Kgs.
Country/TerritoryDenmark
CityLyngby
Period25/10/201727/10/2017
SeriesProceedings of the Nordic Seminar on Computational Mechanics, (NSCM)
ISSN1652-8549

Bibliographical note

Copyright © 2017 by Department of Mechanical Engineering

Keywords

  • Structural health monitoring
  • Damage localization
  • Subspace exclusion zones
  • System identification-free localization

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