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• W4280492534 startingPage "751" @default.
• W4280492534 abstract "Microparticles are widely used in many industrial sectors. A micromanipulation technique has been widely used to quantify the mechanical properties of individual microparticles, which is crucial to the optimization of their functionality and performance in end-use applications. The principle of this technique is to compress single particles between two parallel surfaces, and the force versus displacement data are obtained simultaneously. Previously, analysis of the experimental data had to be done manually to calculate the rupture strength parameters of each individual particle, which is time-consuming. The aim of this study is to develop a software package that enables automatic analysis of the rupture strength parameters from the experimental data to enhance the capability of the micromanipulation technique. Three algorithms based on the combination of the three-sigma rule, a moving window, and the Hertz model were developed to locate the starting point where onset of compression occurs, and one algorithm based on the maximum deceleration was developed to identify the rupture point where a single particle is ruptured. Fifty microcapsules each with a liquid core and fifty porous polystyrene (PS) microspheres were tested in order to produce statistically representative results of each sample, and the experimental data were analysed using the developed software package. It is found that the results obtained from the combination of the 3σ + window algorithm or the 3σ + window + Hertz algorithm with the maximum-deceleration algorithm do not show any significant difference from the manual results. The data analysis time for each sample has been shortened from 2 to 3 h manually to within 20 min automatically." @default.
• W4280492534 created "2022-05-22" @default.
• W4280492534 creator A5008995033 @default.
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• W4280492534 date "2022-05-10" @default.
• W4280492534 modified "2023-10-06" @default.
• W4280492534 title "Micromanipulation and Automatic Data Analysis to Determine the Mechanical Strength of Microparticles" @default.
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• W4280492534 doi "https://doi.org/10.3390/mi13050751" @default.
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