Title of article :
Damage Identification in Large-scale Double-layer Truss Structures Via a Two-stage Approach
Author/Authors :
Hoseini Vaez, S.R Department of Civil Engineering - Faculty of Engineering, University of Qom, Qom, Iran , Fallah, N Department of Civil Engineering - Faculty of Engineering, University of Qom, Qom, Iran , Mohammadzadeh, A Department of Civil Engineering - EITC, University of Manitoba, Winnipeg, Canada
Abstract :
In this study, a two-stage damage identification approach based on modal
flexibility differences and whale optimization algorithm (WOA) was applied
to localize and quantify damages in large-scale double-layer truss structures.
In first stage, damage locating vector (DLV) method using EDS (exponential
decreased stress) was employed to find the real damaged elements of structure;
then, WOA algorithm was used to determine the severity of suspected
damaged elements obtained from the first stage. To evaluate the reliability
of the proposed approach, two large-scale double-layer truss structures
were studied. Furthermore, to assess the effect of noise on the accuracy
of damage detection, the article compares the results of EDS with NCE.
Calculation results demonstrate that the combination of DLV method using
EDS and WOA algorithm provides an effective tool to carefully determine
the location and the severity of structural damages in noisy condition
directly. Moreover, the approach determines damages even though there are
the low number of used mode shapes and a high number of structural elements.
Keywords :
Damage identification , Whale optimization algorithm , Damage locating vector , Large-scale double-layer trusses , Two-stage approach , Exponential decreased stress
Journal title :
Astroparticle Physics