On the application of domain adaptation in structural health monitoring

•An outline of the applicability of domain adaptation in SHM.•The application of domain adaptation (DA) to population-based SHM (PBSHM).•Definitions of populations within PBSHM and how this affects domain adaptation.•The application of three DA techniques; TCA, JDA and ARTL, to four SHM scenarios.•N...

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Veröffentlicht in:	Mechanical systems and signal processing 2020-04, Vol.138, p.106550, Article 106550
Hauptverfasser:	Gardner, P., Liu, X., Worden, K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation Domain adaptation Domains Machine learning Mapping Population-based SHM Structural health monitoring Structural Health Monitoring (SHM) Training Transfer learning
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