Auxetics are a class of materials and metamaterials with a negative Poisson's ratio (nu) and have gained tremendous popularity over the last three decades. Many studies have focused on characterizing designs that allow obtaining a negative nu. However, some open issues remain concerning understanding the auxetic behavior in operational conditions. Studies have been centered on analyzing the response of specific auxetic topologies instead of treating auxeticity as a property to be analyzed in a well-defined structural context. This study aims to contribute to the investigation of auxetic materials with a structural application, focusing on maximizing performance. The field of application of auxetics for designing inserts was selected and a model of a nail-cavity system was created to determine the effects of different design choices on the system behavior by exploring relationships between selected parameters and the auxetic insert behavior. The exploration combines finite element modeling analyses with their surrogate models generated by supervised learning algorithms. This approach allows for exploring the system's behavior in detail, thus demonstrating the potential effectiveness of auxetics when used for such applications. A list of design guidelines is elaborated to support the exploitation of auxetics in nail-cavity systems.

On the behavior of auxetic inserts: a numerical analysis to derive design guidelines

Di Brizzi, Diego;Graziosi, Serena;Airoldi, Alessandro
2024-01-01

Abstract

Auxetics are a class of materials and metamaterials with a negative Poisson's ratio (nu) and have gained tremendous popularity over the last three decades. Many studies have focused on characterizing designs that allow obtaining a negative nu. However, some open issues remain concerning understanding the auxetic behavior in operational conditions. Studies have been centered on analyzing the response of specific auxetic topologies instead of treating auxeticity as a property to be analyzed in a well-defined structural context. This study aims to contribute to the investigation of auxetic materials with a structural application, focusing on maximizing performance. The field of application of auxetics for designing inserts was selected and a model of a nail-cavity system was created to determine the effects of different design choices on the system behavior by exploring relationships between selected parameters and the auxetic insert behavior. The exploration combines finite element modeling analyses with their surrogate models generated by supervised learning algorithms. This approach allows for exploring the system's behavior in detail, thus demonstrating the potential effectiveness of auxetics when used for such applications. A list of design guidelines is elaborated to support the exploitation of auxetics in nail-cavity systems.
2024
auxetic structures
finite element method
regression models
insert
nail
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1270403
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