A switching Gaussian process latent force model for the identification of mechanical systems with a discontinuous nonlinearity

An approach for the identification of discontinuous and nonsmooth nonlinear forces, as those generated by frictional contacts, in mechanical systems that can be approximated by a single-degree-of-freedom model is presented. To handle the sharp variations and multiple motion regimes introduced by the...

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Autors principals: Luca Marino, Alice Cicirello
Format: Article
Idioma:English
Publicat: Cambridge University Press 2023-01-01
Col·lecció:Data-Centric Engineering
Matèries:
Accés en línia:https://www.cambridge.org/core/product/identifier/S2632673623000126/type/journal_article