A Non-linear Manifold Strategy for SHM Approaches

In the data‐based approach to structural health monitoring (SHM) when novelty detection is utilised as a means of diagnosis, benign operational and environmental variations of the structure can lead to false alarms and mask the presence of damage. The key element of this paper is to demonstrate a se...

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Veröffentlicht in:	Strain 2015-08, Vol.51 (4), p.324-331
Hauptverfasser:	Dervilis, N., Antoniadou, I., Cross, E. J., Worden, K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Consumer goods Correlation Diagnosis environmental and operational variations Gaussian processes Health monitoring (engineering) manifold learning Manifolds Nonlinearity pattern recognition Regression Strategy structural health monitoring (SHM)
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