Author/Authors :
Sabour Mohammad Hossein نويسنده bssistant Professor, Faculty of New Sciences and Technologies, University Of Tehran, Tehran, Iran , Rezvani Kamal نويسنده PhD student , Maia Nuno Manuel Mendes نويسنده PhD degree
Abstract :
In principal, a proper analysis of the dynamic response of a structure can
provide general indicators of its operational conditions. When the dynamic response
changes due to variations of the physical properties of a structure, then one may conclude
that some kind of damage has occurred. This paper presents an investigation of the
robustness and comparison of four simple methodologies to both identify and quantify the
damages in structures, based on the use of Frequency Response Functions (FRF) signals,
Principal Component Analysis technique (PCA), and transmissibility. A steel beam with
constant rectangular cross-section is used to compare the proposed approaches. At rst,
nine damaged scenarios are created, for each of which numerical examples are discussed;
a database of FRFs is measured using modal testing. Then, PCA theory is applied to
the FRF matrix, and global damage detection and quantication indices are dened using
the rst three principal components; Hotellingʹs T-squared distribution is also applied, and
two other indicators, transmissibility damage indicator and weighted damage indicator, are
computed for the assessment of damage using transmissibility. The reported examples show
that all proposed methods are able to detect and quantify damages at the initial stage.