How can the mechanical behaviour of a polymer/clay nanocomposite be modeled?
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The mechanical behavior of a polymer/clay nanocomposite can be modeled using various approaches. One approach is to use a backpropagation deep neural network (DNN) with the nanoclay and compatibilizer content, as well as processing parameters, as input to predict the mechanical properties of the nanocomposite . Another approach involves studying the structural changes through techniques such as X-ray diffraction and Fourier transform infrared spectroscopy, and using theoretical models to fit the improvement in mechanical responses . Additionally, a continuum-based micromechanical model can be developed to predict the combined effect of strain-induced phase transformation and nanocomposite structural characteristics on the overall elastic-viscoplastic response . Furthermore, the improvement of mechanisms in the mechanical properties of nanocomposites with polymer-clay can be discussed and analyzed . Finally, modifications can be proposed to mathematical models to capture the effect of nano-platelets on the properties of the composite .
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22 Citations | The mechanical behavior of a polymer/clay nanocomposite can be modeled using the modified Halpin-Tsai equation, which considers the Young's modulus of the composite, nanoclay, and polymer, as well as the length, thickness, and volume fraction of the nanoclay in the nanocomposites. |
| The mechanical behavior of a polymer/clay nanocomposite can be modeled using a backpropagation deep neural network (DNN) with input parameters such as nanoclay and compatibilizer content, and processing parameters. | |
| The mechanical behavior of a polymer/clay nanocomposite can be modeled by considering the aspect ratio of the filler particles and their effect on the overall anisotropy of the composite. The Halpin-Tsai theory provides a simplified analytic expression for estimating the tensile modulus of the composite. | |
1 Citations | The mechanical behavior of a polymer/clay nanocomposite can be modeled using a continuum-based micromechanical model that considers the combined effect of strain-induced phase transformation and nanocomposite structural characteristics. |
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