Manifold embedding of heterogeneity in permeability of a woven fabric for optimization of the VARTM process

In Vacuum Assisted Resin Transfer Molding (VARTM), fabrics are placed on a tool surface and a Distribution Media (DM) is placed on top to enhance the flow in the in-plane direction. Resin is introduced from one end and a vacuum is applied at the other end to create the pressure gradient needed to im...

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Veröffentlicht in:	Composites science and technology 2018-11, Vol.168, p.238-245
Hauptverfasser:	Yun, Min-young, Lopez, Elena, Chinesta, Francisco, Advani, Suresh
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Computer simulation Distribution functions Embedding Estimation bias Fast fourier transformation (FFT) Fourier transforms Heterogeneity Machine learning Manifolds (mathematics) Mesoscale phenomena Modeling Nonwoven fabrics Optimization Parameter identification Permeability Pinholes Principal component analysis (PCA) Principal components analysis Probability distribution functions Resin transfer molding Stochastic models Stochastic neighborhood embedding (SNE) Textile composites Voids Woven fabrics
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