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Analysing extraction uniformity from porous coffee beds using mathematical modelling and computational fluid dynamics
Kevin M Moroney1,2, Ken O'Connell3, Paul Meikle-Janney4
1Synthesis and Solid State Pharmaceutical Centre (SSPC), Bernal Institute, University of Limerick, Limerick, Ireland.
Uniform extraction from porous materials like coffee grounds is crucial for flavor. This study models coffee extraction, comparing 1D and CFD models, and finds geometric variations significantly impact extraction uniformity and brew quality.
Area of Science:
- Food Science and Technology
- Chemical Engineering
- Separation Processes
Background:
- Uniform extraction of soluble material from porous matrices is a key challenge in food processing, chemical, and pharmaceutical industries.
- Coffee extraction involves soluble material diffusion from coffee particles into flowing fluid within a packed bed.
- Understanding fluid flow and transport phenomena is critical for optimizing extraction processes.
Purpose of the Study:
- To model and analyze fluid flow and soluble material transport during coffee extraction.
- To compare one-dimensional (1D) flow models with computational fluid dynamics (CFD) models for coffee extraction.
- To investigate the impact of coffee grind size and brewing geometry on extraction uniformity.
Main Methods:
- Development and comparison of 1D flow models and CFD models for coffee extraction.
- Simulation of fluid flow and soluble material diffusion for fine and coarse coffee grinds.
- Experimental validation using a packed cylindrical coffee bed and analysis of a truncated cone geometry.
- Utilizing extraction maps and coffee brewing control charts to quantify extraction variation.
Main Results:
- Non-uniform flow in a truncated cone geometry leads to significant variations in local extraction levels.
- Model results were compared against experimental data for packed coffee beds.
- Extraction variation was analyzed using industry-standard coffee brewing control charts.
- Fine and coarse coffee grinds were considered in the modeling.
Conclusions:
- Geometric variations, such as using a truncated cone, can cause significant non-uniformity in coffee extraction.
- High variation in extraction yield is linked to bitter flavors in coffee brews.
- Quantifying extraction variation is important for controlling coffee brew quality and flavor profile.
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