2017
DOI: 10.2116/analsci.33.41
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In-line and Real-time Monitoring of Resonant Acoustic Mixing by Near-infrared Spectroscopy Combined with Chemometric Technology for Process Analytical Technology Applications in Pharmaceutical Powder Blending Systems

Abstract: Resonant acoustic® mixing (RAM) technology is a system that performs high-speed mixing by vibration through the control of acceleration and frequency. In recent years, real-time process monitoring and prediction has become of increasing interest, and process analytical technology (PAT) systems will be increasingly introduced into actual manufacturing processes. This study examined the application of PAT with the combination of RAM, near-infrared spectroscopy, and chemometric technology as a set of PAT tools fo… Show more

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Cited by 19 publications
(5 citation statements)
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“…This mixer has been used effectively in the pharmaceutical industry for applications such as uniform and non-destructive blending, cocrystal formation, and dry coating [27][28][29]. Moreover, it is highlighted that the cocrystal formation by RAG are applicable to in situ monitoring and scale-up because these production systems using same resonant acoustic mixer have been reported [30,31]. We hypothesized that the resonant acoustic mixer would be able to blend a combination of materials energetically to induce the simultaneous cocrystal and granule formations even if a nonreactive drug and coformer were used.…”
Section: Introductionmentioning
confidence: 99%
“…This mixer has been used effectively in the pharmaceutical industry for applications such as uniform and non-destructive blending, cocrystal formation, and dry coating [27][28][29]. Moreover, it is highlighted that the cocrystal formation by RAG are applicable to in situ monitoring and scale-up because these production systems using same resonant acoustic mixer have been reported [30,31]. We hypothesized that the resonant acoustic mixer would be able to blend a combination of materials energetically to induce the simultaneous cocrystal and granule formations even if a nonreactive drug and coformer were used.…”
Section: Introductionmentioning
confidence: 99%
“…The preparation of cocrystals comprises diverse strategies: refs. [48,227,293] dissolutive cocrystallization methods, antisolvent addition, slurry conversion, sublimation, vapor digestion, hot-stage microscopy melt interface, supercritical fluids, sonic slurrying, melt extrusion, wet compression, dry compression, microwave synthesis, and various solid-state synthetic methods, including NG, LAG, POLAG [293], TSE [48,182,183,294,295], resonant acoustic mixing (RAM) [296][297][298][299], ultrasound methods, etc. TSE offers a unique opportunity not found in grinding or milling approaches because they are difficult to scale up to manufacture large amounts of the desired cocrystal [298].…”
Section: Diverse Preparation Methods Of Pharmaceutical Cocrystalsmentioning
confidence: 99%
“…Remarkably, this balancing of forces enables the mixer to accelerate materials from 1 g up to 100 g (acceleration due to gravity) depending on the load mass by adjusting the amplitude of the mechanical vibration induced via the springs. The physics in play during the RAM process has been discussed in more detail by a number of researchers. …”
Section: Introductionmentioning
confidence: 99%