Damage indicator defined as the distance between ARMA models for structural health monitoring

Li Haitao, Akira Mita

研究成果: Article査読

45 被引用数 (Scopus)

抄録

A new damage indicator denoted by the distance between ARMA models is proposed in this paper to identify structural damage including its location and severity. Two definitions are introduced as the distance, either the cepstral metric or subspace angles of ARMA models. However, the accuracy is deteriorated when the multiple inputs have strong correlations. To overcome this difficulty, a pre-whitening filter is applied. Thus, the proposed damage indicator is applicable for varieties of excitation types in civil engineering, such as wind, traffic loading and earthquake excitations. A five-storey building model is used for performance verification when subjected to different excitations. Ambient force and earthquake input have been used as excitations acting on the structure. Two calculating methods of the proposed damage indicators are both evaluated. When the excitations are mutually correlated, by using the pre-whitening filter, the damage identification ability of the proposed damage indicator improves significantly, especially for damage localization. The damage indicator increases monotonically with damage severity, which provides the potential for damage quantification.

本文言語English
ページ(範囲)992-1005
ページ数14
ジャーナルStructural Control and Health Monitoring
15
7
DOI
出版ステータスPublished - 2008 11 1

ASJC Scopus subject areas

  • 土木構造工学
  • 建築および建設
  • 材料力学

フィンガープリント

「Damage indicator defined as the distance between ARMA models for structural health monitoring」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル