Visualization and quantitative profiling of mixing and segregation of granules using synchrotron radiation X-ray microtomography and three dimensional reconstruction

Tomographic imaging techniques have great potential for improving understanding of the dynamics of granular materials during manufacturing, handling, and storage. In this study, the synchrotron radiation X-ray computed microtomography (SR-μCT) was used non-invasively to monitor blend homogeneity of...

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Veröffentlicht in:International journal of pharmaceutics 2013-03, Vol.445 (1-2), p.125-133
Hauptverfasser: Liu, Ruihao, Yin, Xianzhen, Li, Haiyan, Shao, Qun, York, Peter, He, You, Xiao, Tiqiao, Zhang, Jiwen
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container_end_page 133
container_issue 1-2
container_start_page 125
container_title International journal of pharmaceutics
container_volume 445
creator Liu, Ruihao
Yin, Xianzhen
Li, Haiyan
Shao, Qun
York, Peter
He, You
Xiao, Tiqiao
Zhang, Jiwen
description Tomographic imaging techniques have great potential for improving understanding of the dynamics of granular materials during manufacturing, handling, and storage. In this study, the synchrotron radiation X-ray computed microtomography (SR-μCT) was used non-invasively to monitor blend homogeneity of binary mixtures. Granular samples of microcrystalline cellulose and starch were characterized using the SR-μCT individually. Simultaneously, particle distribution was investigated by calculating the frequency distribution of a statistic for testing sphericity. Then, the microcrystalline cellulose and starch granules were blended in a cylindrical container. Influences of the time of rotations TR and the time of vibration TV on the mixture homogeneity were studied with the SR-μCT and statistical evaluation. The mixing index is also adopted to evaluate the mixture homogeneity of the particle system. The results showed that mixture homogeneity is improved with increasing TR. Furthermore, segregation increased with longer TV when particles are different in size and shape. The larger starch granules of non-spherical shape have a tendency to rise to the top, while the smaller microcrystalline cellulose granules which are spherical tend to migrate to the bottom of the mixture. Therefore, we demonstrate that SR-μCT can investigate the mixing and segregation of granular materials in three-dimensions combined with statistic method.
doi_str_mv 10.1016/j.ijpharm.2013.02.010
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In this study, the synchrotron radiation X-ray computed microtomography (SR-μCT) was used non-invasively to monitor blend homogeneity of binary mixtures. Granular samples of microcrystalline cellulose and starch were characterized using the SR-μCT individually. Simultaneously, particle distribution was investigated by calculating the frequency distribution of a statistic for testing sphericity. Then, the microcrystalline cellulose and starch granules were blended in a cylindrical container. Influences of the time of rotations TR and the time of vibration TV on the mixture homogeneity were studied with the SR-μCT and statistical evaluation. The mixing index is also adopted to evaluate the mixture homogeneity of the particle system. The results showed that mixture homogeneity is improved with increasing TR. Furthermore, segregation increased with longer TV when particles are different in size and shape. The larger starch granules of non-spherical shape have a tendency to rise to the top, while the smaller microcrystalline cellulose granules which are spherical tend to migrate to the bottom of the mixture. 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In this study, the synchrotron radiation X-ray computed microtomography (SR-μCT) was used non-invasively to monitor blend homogeneity of binary mixtures. Granular samples of microcrystalline cellulose and starch were characterized using the SR-μCT individually. Simultaneously, particle distribution was investigated by calculating the frequency distribution of a statistic for testing sphericity. Then, the microcrystalline cellulose and starch granules were blended in a cylindrical container. Influences of the time of rotations TR and the time of vibration TV on the mixture homogeneity were studied with the SR-μCT and statistical evaluation. The mixing index is also adopted to evaluate the mixture homogeneity of the particle system. The results showed that mixture homogeneity is improved with increasing TR. Furthermore, segregation increased with longer TV when particles are different in size and shape. The larger starch granules of non-spherical shape have a tendency to rise to the top, while the smaller microcrystalline cellulose granules which are spherical tend to migrate to the bottom of the mixture. Therefore, we demonstrate that SR-μCT can investigate the mixing and segregation of granular materials in three-dimensions combined with statistic method.</description><subject>cellulose</subject><subject>Cellulose - chemistry</subject><subject>Drug Compounding - methods</subject><subject>Frequency distribution</subject><subject>granules</subject><subject>image analysis</subject><subject>manufacturing</subject><subject>micro-computed tomography</subject><subject>Mixing</subject><subject>Mixing index</subject><subject>Segregation</subject><subject>Starch - chemistry</subject><subject>starch granules</subject><subject>Synchrotron radiation X-ray computed microtomography</subject><subject>Synchrotrons</subject><subject>Three dimensional reconstruction</subject><subject>vibration</subject><subject>X-radiation</subject><subject>X-Ray Microtomography - methods</subject><issn>0378-5173</issn><issn>1873-3476</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkcFu1DAQhi0EotvCIwA5ckkYx06cnBCqoCBV4gBF3CyvPd71KrG3dlKxvA_viUMWrpxseb7_H8_8hLygUFGg7ZtD5Q7HvYpjVQNlFdQVUHhENrQTrGRctI_JBpjoyoYKdkEuUzoAQFtT9pRc1IxD3Xd0Q359c2lWg_upJhd8obwp7mflJzflhwcsjjFYNzi_K4ItRvdjuS1Qwl3E3SrKlV1Ufh4wFXNaiHTyeh_DFHM1KuNW7nsZ1Smb6FwJY8ia4_70x23aR8TCuBF9yqQaiog6-DTFWS_SZ-SJVUPC5-fzitx9eP_1-mN5-_nm0_W721LzpplKbik327YDo62oG6EtF7bpO6U0WsuMFqoFBMs7briiyKAVyPseqOXbtkF2RV6vvnns-xnTJEeXNA6D8hjmJCmjgkPf131GmxXN06QU0cpjdKOKJ0lBLgnJgzwnJJeEJNQyJ5R1L88t5u2I5p_qbyQZeLUCVgWpdtElefclOzQAtGasazPxdiUwr-LBYZRJO_Qajctrm6QJ7j-f-A1VSLRH</recordid><startdate>20130310</startdate><enddate>20130310</enddate><creator>Liu, Ruihao</creator><creator>Yin, Xianzhen</creator><creator>Li, Haiyan</creator><creator>Shao, Qun</creator><creator>York, Peter</creator><creator>He, You</creator><creator>Xiao, Tiqiao</creator><creator>Zhang, Jiwen</creator><general>Elsevier B.V</general><scope>FBQ</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20130310</creationdate><title>Visualization and quantitative profiling of mixing and segregation of granules using synchrotron radiation X-ray microtomography and three dimensional reconstruction</title><author>Liu, Ruihao ; 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subjects cellulose
Cellulose - chemistry
Drug Compounding - methods
Frequency distribution
granules
image analysis
manufacturing
micro-computed tomography
Mixing
Mixing index
Segregation
Starch - chemistry
starch granules
Synchrotron radiation X-ray computed microtomography
Synchrotrons
Three dimensional reconstruction
vibration
X-radiation
X-Ray Microtomography - methods
title Visualization and quantitative profiling of mixing and segregation of granules using synchrotron radiation X-ray microtomography and three dimensional reconstruction
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