TY - JOUR
T1 - Polystyrene beads for efficient temperature control and drug nanoparticle production in wet stirred media milling
AU - Heidari, Hamidreza
AU - McAleer, Wren
AU - Guner, Gulenay
AU - Clancy, Donald J.
AU - Bilgili, Ecevit
N1 - Publisher Copyright:
© 2025 The Authors
PY - 2025/12
Y1 - 2025/12
N2 - This study explores the effects of stirrer speed, bead loading, and bead size on the evolution of mill outlet temperature during the wet stirred media milling (WSMM) of fenofibrate suspensions using crosslinked polystyrene (CPS) beads. Key parameters, including mill outlet temperature, particle size, suspension viscosity, and power consumption, were systematically measured. Power-law correlations were established to link the normalized temperature rise and power consumption with process parameters, revealing that stirrer speed exerts the greatest influence on both metrics, followed by bead loading and size. Notably, all milling runs, even under the highest power density conditions, were completed in a single cycle, eliminating the need for intermittent milling. The maximum temperature rise observed was 25 °C. Moreover, a microhydrodynamic (MHD) model was developed to investigate the influence of process parameters on MHD metrics, establishing correlations between median particle size, dimensionless temperature, and MHD parameters. The results demonstrated that an increased average frequency of particle compression is directly associated with higher temperature rise and finer particle sizes, underscoring the role of MHD parameters in governing thermal behavior and particle size reduction. Furthermore, comparison with yttrium-stabilized zirconia (YSZ) beads showed that CPS beads generated significantly lower heat while achieving comparable particle size reductions, making them particularly advantageous for milling thermally labile drugs. This study highlights the suitability of CPS beads for efficient and controlled WSMM, providing a promising alternative to YSZ beads for applications requiring stringent temperature control.
AB - This study explores the effects of stirrer speed, bead loading, and bead size on the evolution of mill outlet temperature during the wet stirred media milling (WSMM) of fenofibrate suspensions using crosslinked polystyrene (CPS) beads. Key parameters, including mill outlet temperature, particle size, suspension viscosity, and power consumption, were systematically measured. Power-law correlations were established to link the normalized temperature rise and power consumption with process parameters, revealing that stirrer speed exerts the greatest influence on both metrics, followed by bead loading and size. Notably, all milling runs, even under the highest power density conditions, were completed in a single cycle, eliminating the need for intermittent milling. The maximum temperature rise observed was 25 °C. Moreover, a microhydrodynamic (MHD) model was developed to investigate the influence of process parameters on MHD metrics, establishing correlations between median particle size, dimensionless temperature, and MHD parameters. The results demonstrated that an increased average frequency of particle compression is directly associated with higher temperature rise and finer particle sizes, underscoring the role of MHD parameters in governing thermal behavior and particle size reduction. Furthermore, comparison with yttrium-stabilized zirconia (YSZ) beads showed that CPS beads generated significantly lower heat while achieving comparable particle size reductions, making them particularly advantageous for milling thermally labile drugs. This study highlights the suitability of CPS beads for efficient and controlled WSMM, providing a promising alternative to YSZ beads for applications requiring stringent temperature control.
KW - Breakage kinetics
KW - Heat generation
KW - Nanoparticles
KW - Process modeling
KW - Wet stirred media milling
UR - https://www.scopus.com/pages/publications/105018065824
UR - https://www.scopus.com/pages/publications/105018065824#tab=citedBy
U2 - 10.1016/j.ejpb.2025.114879
DO - 10.1016/j.ejpb.2025.114879
M3 - Article
C2 - 41038588
AN - SCOPUS:105018065824
SN - 0939-6411
VL - 217
JO - European Journal of Pharmaceutics and Biopharmaceutics
JF - European Journal of Pharmaceutics and Biopharmaceutics
M1 - 114879
ER -