On the minimum required sampling frequency for reliable fatigue lifetime estimation in structural health monitoring. How much is enough?

Onderzoeksoutput: Conference paper

Samenvatting

Structural Health Monitoring (SHM) represents the course of action of im-plementing a damage assessment strategy for engineering infrastructures. SHM systems can provide substantial aid towards the improvement of Off-shore Wind turbines (OWTs) reliability, sustainability, and profitability. Usually, SHM system development is affected by three major concerns: the sensing technology, the associated signal analysis, and the interpretation al-gorithm. In this work, we focus on the relevance of the signal analysis on fa-tigue, being one of the most relevant damage sources. At some stage of the signal analysis process, analogue signals from strain transducers shall go dig-itized for computer analysis. In this phase, the engineer pursues the trade-off between gathering all the necessary information and storing the minimum da-ta quantity. The sampling frequency adopted is paramount to this aim and can have substantial effects on the final lifetime estimated by damage accumula-tion rules. The Nyquist-Shannon sampling theorem is not well suited for min-imum sampling frequency estimation in OWTs SHM. It allows recovering the frequency content of the original signal (bandwidth limited) yet does not guarantee correct reconstruction of its amplitudes (quantisation error). On top of that, the quantisation error is always on the non-conservative side of the lifetime estimation. We, therefore, provide examples showing that a ratio of the signal maximum “significant frequency” to the sampling frequency great-er than or equal to ten (as opposed to two in the Nyquist-Shannon sampling theorem) is the rule of thumb to follow to avoid lifetime underestimation
Originele taal-2English
Titel European Workshop on Structural Health Monitoring
RedacteurenPiervincenzo Rizzo, Alberto Milazzo
UitgeverijSpringer International Publishing
Pagina's133-142
Aantal pagina's10
ISBN van elektronische versie2366-2565
ISBN van geprinte versie9783031072536
DOI's
StatusPublished - 2022
EvenementEuropean workshop on Structural Health Monitoring (2022) - Palermo, Italy
Duur: 4 jul 20227 jul 2022

Conference

ConferenceEuropean workshop on Structural Health Monitoring (2022)
Verkorte titelEWSHM 2022
Land/RegioItaly
StadPalermo
Periode4/07/227/07/22

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