Vibration-based damage detection in structures using time series analysis

I. Trendafilova

Research output: Contribution to journalArticle

17 Citations (Scopus)

Abstract

The paper considers some possibilities to use pure time series analysis for damage diagnosis in vibrating structures. It introduces the basics of the state space methodology and discusses a number of possible methods to extract damage sensitive features from the state space representation of the attractor of a vibrating system. The discussed methods can be divided into two groups: methods that use non-linear dynamics characteristics and methods based on the statistical characteristics of the distribution of points on the attractor. Each possible damage feature is introduced separately and the advantages and shortfalls of its application are discussed. The application of the suggested techniques is demonstrated on a test case of a reinforced concrete plate.
LanguageEnglish
Pages261-272
Number of pages11
JournalProceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science
Volume220
Issue number3
DOIs
Publication statusPublished - 1 Mar 2006

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Time series analysis
Damage detection
Reinforced concrete

Keywords

  • vibration-based structural health monitoring
  • non-linear time series analysis
  • nonlinear dynamics
  • dynamic system invariants
  • dynamic system attractor
  • mechanical engineering

Cite this

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