Controlled shear system and resonant acoustic mixing: Effects on lubrication and flow properties of pharmaceutical blends
Lubrication is critical in pharmaceutical manufacturing of solid dosage forms. The purpose of this paper is to systematically compare and correlate the lubrication effect of two devices, a controlled shear system and a Resonant Acoustic Mixer, on the flow properties of pharmaceutical blends. A model...
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Veröffentlicht in: | Powder technology 2017-12, Vol.322, p.332-339 |
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description | Lubrication is critical in pharmaceutical manufacturing of solid dosage forms. The purpose of this paper is to systematically compare and correlate the lubrication effect of two devices, a controlled shear system and a Resonant Acoustic Mixer, on the flow properties of pharmaceutical blends.
A model formulation was selected. Full factorial designs were conducted to examine the effect of the total strain (or total energy) and the shear rate (or power) on the powder blend flow properties. Analysis of variance (ANOVA) and effect size test using omega-squared statistics were performed.
Lubrication significantly improved the blend flowability. Mixing without magnesium stearate, or insufficient strain, resulted in more cohesive blends. The statistical analysis suggests that the shear rate had a minimal effect on the blend flow properties. The experimental results also suggest that although the two devices had comparable lubrication effects on the overall blend flowability, the changes of the interparticle forces in the lubricated blends were not identical.
This study demonstrated a scientific approach to compare different lubrication processes in an objective and reproducible manner. The findings are useful for process design, development, and transfer between different equipment types and process scales.
[Display omitted]
•The lubrication effects of two mixing systems were studied.•Shear without MgSt significantly increased blend cohesion.•The effect of shear rate during lubrication was not significant.•The correlations between two mixing systems were established. |
doi_str_mv | 10.1016/j.powtec.2017.09.028 |
format | Article |
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A model formulation was selected. Full factorial designs were conducted to examine the effect of the total strain (or total energy) and the shear rate (or power) on the powder blend flow properties. Analysis of variance (ANOVA) and effect size test using omega-squared statistics were performed.
Lubrication significantly improved the blend flowability. Mixing without magnesium stearate, or insufficient strain, resulted in more cohesive blends. The statistical analysis suggests that the shear rate had a minimal effect on the blend flow properties. The experimental results also suggest that although the two devices had comparable lubrication effects on the overall blend flowability, the changes of the interparticle forces in the lubricated blends were not identical.
This study demonstrated a scientific approach to compare different lubrication processes in an objective and reproducible manner. The findings are useful for process design, development, and transfer between different equipment types and process scales.
[Display omitted]
•The lubrication effects of two mixing systems were studied.•Shear without MgSt significantly increased blend cohesion.•The effect of shear rate during lubrication was not significant.•The correlations between two mixing systems were established.</description><identifier>ISSN: 0032-5910</identifier><identifier>EISSN: 1873-328X</identifier><identifier>DOI: 10.1016/j.powtec.2017.09.028</identifier><language>eng</language><publisher>Lausanne: Elsevier B.V</publisher><subject>Acoustic properties ; Devices ; Flow ; Lubricants & lubrication ; Lubrication ; Magnesium ; Magnesium stearate ; Manufacturing ; Mixing ; Mixtures ; Pharmaceuticals ; Powder ; Quality by design ; Shear rate ; Statistical analysis ; Statistical tests ; Variance analysis</subject><ispartof>Powder technology, 2017-12, Vol.322, p.332-339</ispartof><rights>2017</rights><rights>Copyright Elsevier BV Dec 2017</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c417t-76f29c0807fce0dfeaee496985a71204e28c790df64797aac6e2542a9e1eaa273</citedby><cites>FETCH-LOGICAL-c417t-76f29c0807fce0dfeaee496985a71204e28c790df64797aac6e2542a9e1eaa273</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0032591017307581$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Wang, Yifan</creatorcontrib><creatorcontrib>Osorio, Juan G.</creatorcontrib><creatorcontrib>Li, Tianyi</creatorcontrib><creatorcontrib>Muzzio, Fernando J.</creatorcontrib><title>Controlled shear system and resonant acoustic mixing: Effects on lubrication and flow properties of pharmaceutical blends</title><title>Powder technology</title><description>Lubrication is critical in pharmaceutical manufacturing of solid dosage forms. The purpose of this paper is to systematically compare and correlate the lubrication effect of two devices, a controlled shear system and a Resonant Acoustic Mixer, on the flow properties of pharmaceutical blends.
A model formulation was selected. Full factorial designs were conducted to examine the effect of the total strain (or total energy) and the shear rate (or power) on the powder blend flow properties. Analysis of variance (ANOVA) and effect size test using omega-squared statistics were performed.
Lubrication significantly improved the blend flowability. Mixing without magnesium stearate, or insufficient strain, resulted in more cohesive blends. The statistical analysis suggests that the shear rate had a minimal effect on the blend flow properties. The experimental results also suggest that although the two devices had comparable lubrication effects on the overall blend flowability, the changes of the interparticle forces in the lubricated blends were not identical.
This study demonstrated a scientific approach to compare different lubrication processes in an objective and reproducible manner. The findings are useful for process design, development, and transfer between different equipment types and process scales.
[Display omitted]
•The lubrication effects of two mixing systems were studied.•Shear without MgSt significantly increased blend cohesion.•The effect of shear rate during lubrication was not significant.•The correlations between two mixing systems were established.</description><subject>Acoustic properties</subject><subject>Devices</subject><subject>Flow</subject><subject>Lubricants & lubrication</subject><subject>Lubrication</subject><subject>Magnesium</subject><subject>Magnesium stearate</subject><subject>Manufacturing</subject><subject>Mixing</subject><subject>Mixtures</subject><subject>Pharmaceuticals</subject><subject>Powder</subject><subject>Quality by design</subject><subject>Shear rate</subject><subject>Statistical analysis</subject><subject>Statistical tests</subject><subject>Variance analysis</subject><issn>0032-5910</issn><issn>1873-328X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNp9kEFr3DAQhUVJoZu0_6AHQc92R7LXsnoolCVJA4FcWuhNTORRo8UruZLcdP99tWzOOc3AvPdm5mPso4BWgBg-79slPheyrQShWtAtyPEN24hRdU0nx18XbAPQyWarBbxjlznvAWDoBGzYcRdDSXGeaeL5iTDxfMyFDhzDxBPlGDAUjjauuXjLD_6fD7-_8GvnyJbMY-Dz-pi8xeJrfzK5OT7zJcWFUvFUJY4vT5gOaGmtETjzx5nClN-ztw7nTB9e6hX7eXP9Y_e9uX-4vdt9u29sL1Rp1OCktjCCcpZgcoREvR70uEUlJPQkR6t0HQy90grRDiS3vURNghCl6q7Yp3NuvenPSrmYfVxTqCuN0EpJCWM_VlV_VtkUc07kzJL8AdPRCDAnyGZvzpDNCbIBbSrkavt6tlH94K-nZLL1FCxNPlVAZor-9YD_oYKKcw</recordid><startdate>20171201</startdate><enddate>20171201</enddate><creator>Wang, Yifan</creator><creator>Osorio, Juan G.</creator><creator>Li, Tianyi</creator><creator>Muzzio, Fernando J.</creator><general>Elsevier B.V</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>7ST</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>JG9</scope><scope>SOI</scope></search><sort><creationdate>20171201</creationdate><title>Controlled shear system and resonant acoustic mixing: Effects on lubrication and flow properties of pharmaceutical blends</title><author>Wang, Yifan ; Osorio, Juan G. ; Li, Tianyi ; Muzzio, Fernando J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c417t-76f29c0807fce0dfeaee496985a71204e28c790df64797aac6e2542a9e1eaa273</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Acoustic properties</topic><topic>Devices</topic><topic>Flow</topic><topic>Lubricants & lubrication</topic><topic>Lubrication</topic><topic>Magnesium</topic><topic>Magnesium stearate</topic><topic>Manufacturing</topic><topic>Mixing</topic><topic>Mixtures</topic><topic>Pharmaceuticals</topic><topic>Powder</topic><topic>Quality by design</topic><topic>Shear rate</topic><topic>Statistical analysis</topic><topic>Statistical tests</topic><topic>Variance analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Yifan</creatorcontrib><creatorcontrib>Osorio, Juan G.</creatorcontrib><creatorcontrib>Li, Tianyi</creatorcontrib><creatorcontrib>Muzzio, Fernando J.</creatorcontrib><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Environment Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Materials Research Database</collection><collection>Environment Abstracts</collection><jtitle>Powder technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Yifan</au><au>Osorio, Juan G.</au><au>Li, Tianyi</au><au>Muzzio, Fernando J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Controlled shear system and resonant acoustic mixing: Effects on lubrication and flow properties of pharmaceutical blends</atitle><jtitle>Powder technology</jtitle><date>2017-12-01</date><risdate>2017</risdate><volume>322</volume><spage>332</spage><epage>339</epage><pages>332-339</pages><issn>0032-5910</issn><eissn>1873-328X</eissn><abstract>Lubrication is critical in pharmaceutical manufacturing of solid dosage forms. The purpose of this paper is to systematically compare and correlate the lubrication effect of two devices, a controlled shear system and a Resonant Acoustic Mixer, on the flow properties of pharmaceutical blends.
A model formulation was selected. Full factorial designs were conducted to examine the effect of the total strain (or total energy) and the shear rate (or power) on the powder blend flow properties. Analysis of variance (ANOVA) and effect size test using omega-squared statistics were performed.
Lubrication significantly improved the blend flowability. Mixing without magnesium stearate, or insufficient strain, resulted in more cohesive blends. The statistical analysis suggests that the shear rate had a minimal effect on the blend flow properties. The experimental results also suggest that although the two devices had comparable lubrication effects on the overall blend flowability, the changes of the interparticle forces in the lubricated blends were not identical.
This study demonstrated a scientific approach to compare different lubrication processes in an objective and reproducible manner. The findings are useful for process design, development, and transfer between different equipment types and process scales.
[Display omitted]
•The lubrication effects of two mixing systems were studied.•Shear without MgSt significantly increased blend cohesion.•The effect of shear rate during lubrication was not significant.•The correlations between two mixing systems were established.</abstract><cop>Lausanne</cop><pub>Elsevier B.V</pub><doi>10.1016/j.powtec.2017.09.028</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Acoustic properties Devices Flow Lubricants & lubrication Lubrication Magnesium Magnesium stearate Manufacturing Mixing Mixtures Pharmaceuticals Powder Quality by design Shear rate Statistical analysis Statistical tests Variance analysis |
title | Controlled shear system and resonant acoustic mixing: Effects on lubrication and flow properties of pharmaceutical blends |
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