2018
DOI: 10.1016/j.polymertesting.2018.01.015
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Semi-automated quantification of the microstructure of PLA/clay nanocomposites to improve the prediction of the elastic modulus

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Cited by 12 publications
(5 citation statements)
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“…As expected, the data show that the density of the measured particles increases as the alumina content increases. On the other hand, the average particle size decreases when more alumina is added, which contradicts previous reports [28] and seems counterintuitive when checking the TEM images. Actually, since the number-average particle size is reported here, and the influence of the smaller particles on that parameter is very significant, even if larger particles and in larger quantities are present as the amount of alumina is increased, the average size will decrease if the number of small particles increases to a larger degree too, which is the case here.…”
Section: Microstructural Analysiscontrasting
confidence: 84%
See 1 more Smart Citation
“…As expected, the data show that the density of the measured particles increases as the alumina content increases. On the other hand, the average particle size decreases when more alumina is added, which contradicts previous reports [28] and seems counterintuitive when checking the TEM images. Actually, since the number-average particle size is reported here, and the influence of the smaller particles on that parameter is very significant, even if larger particles and in larger quantities are present as the amount of alumina is increased, the average size will decrease if the number of small particles increases to a larger degree too, which is the case here.…”
Section: Microstructural Analysiscontrasting
confidence: 84%
“…The standard deviation of the measured sizes is significant, as could be anticipated by the features observed in the TEM images. Automated Image Analysis [28] was used to preprocess and binarize the images, and to compute the selected microstructural descriptors-particle density and average particle size (area)-as shown in Table 2. A total of 3405, 7934 and 17,103 particles were measured for the nanocomposites containing 3 wt.%, 5 wt.% and 10 wt.% alumina, respectively, which resulted in 3 nm 2 or lower standard errors.…”
Section: Microstructural Analysismentioning
confidence: 99%
“…These authors observed the changes that nanocomposites presented when modifying extrusion, and injection molding processing parameters [15]. Several studies have been carried out on the preparation of nanocomposites based on PLA with cloisite for application as a water vapor barrier, antimicrobial properties [16], thermal properties [17] and mechanical properties [18][19][20].…”
Section: Introductionmentioning
confidence: 99%
“…When nanocomposites based on various polymeric matrixes, substantial increasing of physical and mechanical properties of composites is sufficiently observed as a natural and predicted result with relatively little concentration of clay mineral. Such changes of polymeric composites properties are peculiar to macro-nanostructure transition [7][8][9].…”
Section: Introductionmentioning
confidence: 99%