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Smart Structures and Systems Volume 11, Number 6, June 2013 , pages 589-604 DOI: https://doi.org/10.12989/sss.2013.11.6.589 |
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Reduced wavelet component energy-based approach for damage detection of jacket type offshore platform |
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Sajad Shahverdi, Mohammad Ali Lotfollahi-Yaghin and Behrouz Asgarian
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| Abstract | ||
| Identification of damage has become an evolving area of research over the last few decades with increasing the need of online health monitoring of the large structures. The visual damage detection can be impractical, expensive and ineffective in case of large structures, e.g., offshore platforms, offshore pipelines, multi-storied buildings and bridges. Damage in a system causes a change in the dynamic properties of the system. The structural damage is typically a local phenomenon, which tends to be captured by higher frequency signals. Most of vibration-based damage detection methods require modal properties that are obtained from measured signals through the system identification techniques. However, the modal properties such as natural frequencies and mode shapes are not such good sensitive indication of structural damage. Identification of damaged jacket type offshore platform members, based on wavelet packet transform is presented in this paper. The jacket platform is excited by simple wave load. Response of actual jacket needs to be measured. Dynamic signals are measured by finite element analysis result. It is assumed that this is actual response of the platform measured in the field. The dynamic signals first decomposed into wavelet packet components. Then eliminating some of the component signals (eliminate approximation component of wavelet packet decomposition), component energies of remained signal (detail components) are calculated and used for damage assessment. This method is called Detail Signal Energy Rate Index (DSERI). The results show that reduced wavelet packet component energies are good candidate indices which are sensitive to structural damage. These component energies can be used for damage assessment including identifying damage occurrence and are applicable for finding damages\' location. | ||
| Key Words | ||
| damage detection; jacket platform; wavelet transform; wavelet packet transform | ||
| Address | ||
| Sajad Shahverdi and Mohammad Ali Lotfollahi-Yaghin : Faculty of Civil Engineering, University of Tabriz, Tabriz, Iran Behrouz Asgarian: Civil Engineering Department, K.N. Toosi University of Technology, Tehran, Iran | ||