Smart Structures and Systems
Volume 16, Number 3, 2015, pages 401-414
DOI: 10.12989/sss.2015.16.3.401
A developed hybrid method for crack identification of beams
Ali. R. Vosoughi
Abstract
A developed hybrid method for crack identification of beams is presented. Based on the
Euler-Bernouli beam theory and concepts of fracture mechanics, governing equation of the cracked beams is
reformulated. Finite element (FE) method as a powerful numerical tool is used to discritize the equation in
space domain. After transferring the equations from time domain to frequency domain, frequencies and
mode shapes of the beam are obtained. Efficiency of the governed equation for free vibration analysis of the
beams is shown by comparing the results with those available in literature and via ANSYS software. The
used equation yields to move the influence of cracks from the stiffness matrix to the mass matrix. For crack
identification measured data are produced by applying random error to the calculated frequencies and mode
shapes. An objective function is prepared as root mean square error between measured and calculated data.
To minimize the function, hybrid genetic algorithms (GAs) and particle swarm optimization (PSO)
technique is introduced. Efficiency, Robustness, applicability and usefulness of the mixed optimization
numerical tool in conjunction with the finite element method for identification of cracks locations and depths
are shown via solving different examples.
Key Words
a hybrid inverse method; crack identification; reformulated governing equation; optimization; hybrid GAs- PSO
Address
Ali. R. Vosoughi, Department of Civil and Environmental Engineering, School of Engineering Shiraz University, Shiraz, Iran