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Structural Engineering and Mechanics Volume 19, Number 1, January10 2005 , pages 21-42 DOI: https://doi.org/10.12989/sem.2005.19.1.021 |
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Damage assessment of structures from changes in natural frequencies using genetic algorithm |
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Damodar Maity and Rashmi Ranjan Tripathy
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| Abstract | ||
| A method is presented to detect and assess the structural damage from changes in natural frequencies using Genetic Algorithm (GA). Using the natural frequencies of the structure, it is possible to formulate the inverse problem in optimization terms and then to utilize a solution procedure employing GA to assess the damages. The technique has been applied to a cantilever beam and a plane frame, each one with different damage scenario to study the efficiency of the developed algorithm. A laboratory tested data has been used to verify the proposed algorithm. The study indicates the potentiality of the developed code to solve a wide range of inverse identification problems in a systematic way. The outcomes show that this method can detect and estimate the amount of damages with satisfactory precision. | ||
| Key Words | ||
| genetic algorithm; damage assessment; inverse problem; finite element method; natural frequency; stiffness reduction factor. | ||
| Address | ||
| Department of Civil Engineering, Indian Institute of Technology, Guwahati 781039, India | ||