TY - JOUR
T1 - Size and shape distributions of primary crystallites in titania aggregates
AU - Grulke, Eric A.
AU - Yamamoto, Kazuhiro
AU - Kumagai, Kazuhiro
AU - Häusler, Ines
AU - Österle, Werner
AU - Ortel, Erik
AU - Hodoroaba, Vasile Dan
AU - Brown, Scott C.
AU - Chan, Christopher
AU - Zheng, Jiwen
AU - Yamamoto, Kenji
AU - Yashiki, Kouji
AU - Song, Nam Woong
AU - Kim, Young Heon
AU - Stefaniak, Aleksandr B.
AU - Schwegler-Berry, D.
AU - Coleman, Victoria A.
AU - Jämting, Åsa K.
AU - Herrmann, Jan
AU - Arakawa, Toru
AU - Burchett, Woodrow W.
AU - Lambert, Joshua W.
AU - Stromberg, Arnold J.
N1 - Publisher Copyright:
© 2017
PY - 2017/7
Y1 - 2017/7
N2 - The primary crystallite size of titania powder relates to its properties in a number of applications. Transmission electron microscopy was used in this interlaboratory comparison (ILC) to measure primary crystallite size and shape distributions for a commercial aggregated titania powder. Data of four size descriptors and two shape descriptors were evaluated across nine laboratories. Data repeatability and reproducibility was evaluated by analysis of variance. One-third of the laboratory pairs had similar size descriptor data, but 83% of the pairs had similar aspect ratio data. Scale descriptor distributions were generally unimodal and were well-described by lognormal reference models. Shape descriptor distributions were multi-modal but data visualization plots demonstrated that the Weibull distribution was preferred to the normal distribution. For the equivalent circular diameter size descriptor, measurement uncertainties of the lognormal distribution scale and width parameters were 9.5% and 22%, respectively. For the aspect ratio shape descriptor, the measurement uncertainties of the Weibull distribution scale and width parameters were 7.0% and 26%, respectively. Both measurement uncertainty estimates and data visualizations should be used to analyze size and shape distributions of particles on the nanoscale.
AB - The primary crystallite size of titania powder relates to its properties in a number of applications. Transmission electron microscopy was used in this interlaboratory comparison (ILC) to measure primary crystallite size and shape distributions for a commercial aggregated titania powder. Data of four size descriptors and two shape descriptors were evaluated across nine laboratories. Data repeatability and reproducibility was evaluated by analysis of variance. One-third of the laboratory pairs had similar size descriptor data, but 83% of the pairs had similar aspect ratio data. Scale descriptor distributions were generally unimodal and were well-described by lognormal reference models. Shape descriptor distributions were multi-modal but data visualization plots demonstrated that the Weibull distribution was preferred to the normal distribution. For the equivalent circular diameter size descriptor, measurement uncertainties of the lognormal distribution scale and width parameters were 9.5% and 22%, respectively. For the aspect ratio shape descriptor, the measurement uncertainties of the Weibull distribution scale and width parameters were 7.0% and 26%, respectively. Both measurement uncertainty estimates and data visualizations should be used to analyze size and shape distributions of particles on the nanoscale.
KW - Measurement uncertainty
KW - Shape distribution
KW - Size distribution
KW - TEM
KW - Titania
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U2 - 10.1016/j.apt.2017.03.027
DO - 10.1016/j.apt.2017.03.027
M3 - Article
AN - SCOPUS:85019080033
SN - 0921-8831
VL - 28
SP - 1647
EP - 1659
JO - Advanced Powder Technology
JF - Advanced Powder Technology
IS - 7
ER -