TY - JOUR
T1 - Statistical analysis and comparison of a continuous high shear granulator with a twin screw granulator
T2 - Effect of process parameters on critical granule attributes and granulation mechanisms
AU - Meng, Wei
AU - Kotamarthy, Lalith
AU - Panikar, Savitha
AU - Sen, Maitraye
AU - Pradhan, Shankali
AU - Marc, Michaelis
AU - Litster, James D.
AU - Muzzio, Fernando J.
AU - Ramachandran, Rohit
N1 - Funding Information:
This work is supported by the Engineering Research Center for Structured Organic Particulate Systems (USA) through a grant from Hüttlin GmbH – A Bosch Packaging Technology Company (Schopfheim, Germany) . The authors would like to acknowledge Ridade Sayin from School of Chemical Engineering of Purdue University for experimental suggestions and assistance.
Publisher Copyright:
© 2016 Elsevier B.V.
PY - 2016/11/20
Y1 - 2016/11/20
N2 - This study is concerned with identifying the design space of two different continuous granulators and their respective granulation mechanisms. Performance of a continuous high shear granulator and a twin screw granulator with paracetamol formulations were examined by face-centered cubic design, which focused on investigating key performance metrics, namely, granule size, porosity, flowability and particle morphology of granules as a function of essential input process parameters (liquid content, throughput and rotation speed). Liquid and residence time distribution tests were also performed to gain insights into the liquid-powder mixing and flow behavior. The results indicated that continuous high shear granulation was more sensitive to process variation and produced spherical granules with monomodal size distribution and distinct internal structure and strength variation. Twin screw granulation with such a particular screw configuration showed narrower design space and granules were featured with multimodal size distribution, irregular shape, less detectible porosity difference and tighter range of strength. Granulation mechanisms explored on the basis of nucleation and growth regime maps revealed that for most cases liquid binder was uniformly distributed with fast droplet penetration into the powder bed and that granule consolidation and coalescence mainly took place in the nucleation, steady growth and rapid growth regimes.
AB - This study is concerned with identifying the design space of two different continuous granulators and their respective granulation mechanisms. Performance of a continuous high shear granulator and a twin screw granulator with paracetamol formulations were examined by face-centered cubic design, which focused on investigating key performance metrics, namely, granule size, porosity, flowability and particle morphology of granules as a function of essential input process parameters (liquid content, throughput and rotation speed). Liquid and residence time distribution tests were also performed to gain insights into the liquid-powder mixing and flow behavior. The results indicated that continuous high shear granulation was more sensitive to process variation and produced spherical granules with monomodal size distribution and distinct internal structure and strength variation. Twin screw granulation with such a particular screw configuration showed narrower design space and granules were featured with multimodal size distribution, irregular shape, less detectible porosity difference and tighter range of strength. Granulation mechanisms explored on the basis of nucleation and growth regime maps revealed that for most cases liquid binder was uniformly distributed with fast droplet penetration into the powder bed and that granule consolidation and coalescence mainly took place in the nucleation, steady growth and rapid growth regimes.
KW - Continuous manufacturing
KW - Design of experiments
KW - Design space
KW - Granulation mechanism
KW - High shear granulation
KW - Twin screw granulation
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U2 - 10.1016/j.ijpharm.2016.09.041
DO - 10.1016/j.ijpharm.2016.09.041
M3 - Article
C2 - 27633277
AN - SCOPUS:84988411331
VL - 513
SP - 357
EP - 375
JO - International Journal of Pharmaceutics
JF - International Journal of Pharmaceutics
SN - 0378-5173
IS - 1-2
ER -