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Available experimental data of composite laminate behavior at all scales fall within the scatters predicted by PICAN.
This paper deals with several statistical distribution functions in order to analyze the strength data of composite laminates with impact-induced damage under low temperature.
The numerical results were validated by experimental data of composite components using DIC, showing the capability of the developed model to predict damage evolution and material-property degradation in a tri-axial braided carbon-fibre/polymer-matrix component.
Thirteen sets of experimental data of composite stiffness degradation were employed to verify the presented model, and the statistical results showed that this model is capable of describing the damage evolution of composite materials.
Field emission scanning electron microscopy (FE-SEM) data of composite materials revealed an effective adhesion of clay over the surface of BC membrane; inorganic particles also penetrate into the polymer bulk, with a significant change of the surface topography even at 5% of clay loading.
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Using experimental data of composites made with two different cellulose nanocrystal (CNC) types, we show that a substantial fraction of the high-aspect-ratio CNCs can be substituted with the low-aspect-ratio nanoparticles without significantly affecting the properties.
Performance data of polymer composite electrodes are also compared with those of high surface area carbon-based composite electrodes.
For structural designing, the mechanical data of the composite material has to be known to ensure an optimal lightweight character.
Using data of central composite design, response surface methodology (RS M and artificial neural network (ANN) were developed to investigate the effect of pH, carbodiimide concentration, and coupling time on the activity yield of immobilized cellulase.
A master curve was achieved by plotting electrical conductivity (or resistivity) data of various composite systems, with or without CaCO3, against their effective volume fraction of MWCNT, validating the concept of effective concentration.
These two markers (TA28 and TR2) were dropped and only data set of 48 SSR loci on 2915 accessions (with less than 3.25% missing data) of the composite collection was used for statistical analysis.
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