A Delay Vector Variance based marker for an output-only assessment of structural changes in tension leg platforms

Jaksic, Vesna; Wright, Christopher S.; Mandic, D. P.; Murphy, Jimmy; Pakrashi, Vikram

A Delay Vector Variance based marker for an output-only assessment of structural changes in tension leg platforms

Files

A_Delay_Vector_Variance_based_Marker_for_an_Output-Only_Assessment_of_Structural_Changes_in_Tension_Leg_Platforms.pdf(4.18 MB)

Published Version

Date

2015-07

Authors

Jaksic, Vesna

Wright, Christopher S.

Mandic, D. P.

Murphy, Jimmy

Pakrashi, Vikram

Publisher

IOP Publishing Ltd

Published Version

10.1088/1742-6596/628/1/012059

Abstract

Although aspects of power generation of many offshore renewable devices are well understood, their dynamic responses under high wind and wave conditions are still to be investigated to a great detail. Output only statistical markers are important for these offshore devices, since access to the device is limited and information about the exposure conditions and the true behaviour of the devices are generally partial, limited, and vague or even absent. The markers can summarise and characterise the behaviour of these devices from their dynamic response available as time series data. The behaviour may be linear or nonlinear and consequently a marker that can track the changes in structural situations can be quite important. These markers can then be helpful in assessing the current condition of the structure and can indicate possible intervention, monitoring or assessment. This paper considers a Delay Vector Variance based marker for changes in a tension leg platform tested in an ocean wave basin for structural changes brought about by single column dampers. The approach is based on dynamic outputs of the device alone and is based on the estimation of the nonlinearity of the output signal. The advantages of the selected marker and its response with changing structural properties are discussed. The marker is observed to be important for monitoring the as- deployed structural condition and is sensitive to changes in such conditions. Influence of exposure conditions of wave loading is also discussed in this study based only on experimental data.

Keywords

Offshore structure , Structural health monitoring , Signal processing , Delay Vector Variance method

Citation

Jaksic V., Wright, C., Mandic, D. P., Murphy, J. and Pakrashi, V. (2015) 'A Delay Vector Variance based marker for an output-only assessment of structural changes in tension leg platforms', Journal of Physics: Conference Series, 628(1), 012059. doi: 10.1088/1742-6596/628/1/012059