Population Balance Modeling of emulsions preparation: Uncertainty and sensitivity analysis
Résumé
Emulsions are used in diverse industries such as food, cosmetics, and pharmaceuticals. The population balance equation is a suitable framework largely used for the modeling of emulsion preparation. Within this framework, phenomena such as droplet breakage and coalescence are modeled by phenomenological kernels. However, discrepancies in the governing parameters often arise due to scale or application differences. This research aims to determine the conditions of proper parameter identifiability as well as kernels selection, leading to a broadly applicable model.
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