TY - JOUR
T1 - Numerical analysis of die filling with a forced feeder using GPU-enhanced discrete element methods
AU - Zheng, Chao
AU - Yost, Edward
AU - Muliadi, Ariel R.
AU - Govender, Nicolin
AU - Zhang, Ling
AU - Wu, Chuan Yu
N1 - Publisher Copyright:
© 2022 The Author(s)
PY - 2022/6/25
Y1 - 2022/6/25
N2 - Understanding die filling behaviour of powders is critical in developing optimal formulation and processes in various industries, such as pharmaceuticals and fine chemicals. In this paper, forced die filling is analysed using a graphics processing unit (GPU) based discrete element method (DEM), for which a powder feeder equipped with a wired stirrer is considered. The influences of operating parameters, such as the initial powder bed height, the filling speed, and the stirrer speed, on the die filling performance are systematically explored. It is shown that a larger initial powder bed height leads to a higher filling ratio, which can be attributed to a higher filling intensity; while the deposited particle mass in the die is almost independent of the powder bed height, when the initial fill level is larger than a critical bed height. Additionally, the filling ratio slightly increases with the increase of stirrer speed for cases with a stirrer, while the filling ratios are lower than that without a stirrer, which is attributed to the stirrer occupying some space above the die and reducing the effective discharge area. The obtained results can provide useful information for optimising the feeder system design and the operating condition.
AB - Understanding die filling behaviour of powders is critical in developing optimal formulation and processes in various industries, such as pharmaceuticals and fine chemicals. In this paper, forced die filling is analysed using a graphics processing unit (GPU) based discrete element method (DEM), for which a powder feeder equipped with a wired stirrer is considered. The influences of operating parameters, such as the initial powder bed height, the filling speed, and the stirrer speed, on the die filling performance are systematically explored. It is shown that a larger initial powder bed height leads to a higher filling ratio, which can be attributed to a higher filling intensity; while the deposited particle mass in the die is almost independent of the powder bed height, when the initial fill level is larger than a critical bed height. Additionally, the filling ratio slightly increases with the increase of stirrer speed for cases with a stirrer, while the filling ratios are lower than that without a stirrer, which is attributed to the stirrer occupying some space above the die and reducing the effective discharge area. The obtained results can provide useful information for optimising the feeder system design and the operating condition.
KW - Die filling
KW - Discrete element method
KW - Filling ratio
KW - Flow behaviour
KW - Stirrer speed
UR - http://www.scopus.com/inward/record.url?scp=85131222520&partnerID=8YFLogxK
U2 - 10.1016/j.ijpharm.2022.121861
DO - 10.1016/j.ijpharm.2022.121861
M3 - Article
C2 - 35643345
AN - SCOPUS:85131222520
SN - 0378-5173
VL - 622
JO - International Journal of Pharmaceutics
JF - International Journal of Pharmaceutics
M1 - 121861
ER -