A data driven modelling approach for the strain rate dependent 3D shear deformation and failure of thermoplastic fibre reinforced composites: Experimental characterisation and deriving modelling parameters
Publikation: Beitrag in Fachzeitschrift › Forschungsartikel › Beigetragen › Begutachtung
Beitragende
Abstract
The 3D shear deformation and failure behaviour of a glass fibre reinforced polypropylene in a shear strain rate range of γ˙=2.2×10−4 to 3.4 1/s is investigated. An Iosipescu testing setup on a servo-hydraulic high speed testing unit is used to experimentally characterise the in-plane and out-of-plane behaviour utilising three specimen configurations (12-, 13- and 31-direction). The experimental procedure as well as the testing results are presented and discussed. The measured shear stress–shear strain relations indicate a highly nonlinear behaviour and a distinct rate dependency. Two methods are investigated to derive according material characteristics: a classical engineering approach based on moduli and strengths and a data driven approach based on the curve progression. In all cases a Johnson–Cook based formulation is used to describe rate dependency. The analysis methodologies as well as the derived model parameters are described and discussed in detail. It is shown that a phenomenologically enhanced regression can be used to obtain material characteristics for a generalising constitutive model based on the data driven approach.
Details
Originalsprache | Englisch |
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Aufsatznummer | 318 |
Seitenumfang | 21 |
Fachzeitschrift | Journal of Composites Science |
Jahrgang | 6 |
Ausgabenummer | 10 |
Publikationsstatus | Veröffentlicht - 17 Okt. 2022 |
Peer-Review-Status | Ja |
Externe IDs
Scopus | 85140600210 |
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Mendeley | 0052610f-bd0e-3ea2-86dc-34e22ef6b7c8 |
WOS | 000875125000001 |
ORCID | /0000-0002-0169-8602/work/142242249 |
ORCID | /0000-0003-1370-064X/work/142243785 |
ORCID | /0000-0002-0820-8936/work/142245871 |
ORCID | /0000-0003-2653-7546/work/142249392 |
Schlagworte
ASJC Scopus Sachgebiete
Schlagwörter
- Iosipescu shear testing, strain rate dependency, textile reinforced composite, thermoplastic matrices, through thickness properties