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A Simplified Droplet Breakage Model to Simulate Continuous Emulsification by Hydrodynamic Cavitation
Deepak K Pandey1, Rupak Kumar1, Vivek V Ranade1
1Multiphase Reactors and Intensification Group, Bernal Institute, University of Limerick, Limerick V94 T9PX, Ireland.
ACS Omega
|March 23, 2026
Summary
A simplified droplet breakage model effectively simulates continuous emulsification using hydrodynamic cavitation. This model accurately predicts droplet size, aiding in the design of advanced emulsion systems with low computational cost.
Area of Science:
- Chemical Engineering
- Fluid Dynamics
- Materials Science
Background:
- Liquid-liquid emulsions are vital across industries like healthcare and food.
- Hydrodynamic cavitation presents an efficient method for continuous emulsification.
- Accurate computational models are needed for designing cavitation-based emulsification processes.
Purpose of the Study:
- To reformulate a simplified droplet breakage model for continuous emulsification simulation.
- To evaluate the model's performance in predicting droplet size distributions (DSD).
- To provide a practical framework for designing and scaling up emulsion systems.
Main Methods:
- Reformulation of a simplified droplet breakage model.
- Application of the model to oil-in-water emulsions produced via vortex-based hydrodynamic cavitation.
- Evaluation using previously published experimental data under varying conditions.
Main Results:
- The model successfully simulated continuous emulsification across various operating conditions and liquid systems.
- Accurate prediction of droplet sizes (1-100 μm) with low root-mean-square error (0.002-0.6 μm).
- The model captured the influence of pressure drop and oil volume fraction.
Conclusions:
- The simplified droplet breakage model offers a generalized and practical approach for simulating continuous emulsification.
- The model demonstrates ease of implementation and low computational expense.
- This framework supports the design and scale-up of next-generation emulsion technologies.

