Grulke Eric A, Yamamoto Kazuhiro, Kumagai Kazuhiro, Häusler Ines, Österle Werner, Ortel Erik, Hodoroaba Vasile-Dan, Brown Scott C, Chan Christopher, Zheng Jiwen, Yamamoto Kenji, Yashiki Kouji, Song Nam Woong, Kim Young Heon, Stefaniak Aleksandr B, Schwegler-Berry D, Coleman Victoria A, Jämting Åsa K, Herrmann Jan, Arakawa Toru, Burchett Woodrow W, Lambert Joshua W, Stromberg Arnold J
Chemical & Materials Engineering, University of Kentucky, Lexington, KY, USA.
National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan.
Adv Powder Technol. 2017 Jul;28(7):1647-1659. doi: 10.1016/j.apt.2017.03.027.
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.
二氧化钛粉末的初级微晶尺寸在许多应用中与其性能相关。在本次实验室间比对(ILC)中,使用透射电子显微镜来测量一种商用团聚二氧化钛粉末的初级微晶尺寸和形状分布。在九个实验室中对四个尺寸描述符和两个形状描述符的数据进行了评估。通过方差分析评估数据的重复性和再现性。三分之一的实验室对具有相似的尺寸描述符数据,但83%的实验室对具有相似的纵横比数据。尺度描述符分布通常为单峰,并且用对数正态参考模型能很好地描述。形状描述符分布为多峰,但数据可视化图表明威布尔分布比正态分布更合适。对于等效圆直径尺寸描述符,对数正态分布尺度和宽度参数的测量不确定度分别为9.5%和22%。对于纵横比形状描述符,威布尔分布尺度和宽度参数的测量不确定度分别为7.0%和26%。测量不确定度估计和数据可视化都应用于分析纳米级颗粒的尺寸和形状分布。