A multiscale model for espresso brewing: Asymptotic analysis and numerical simulation

We present a novel multiscale mathematical model of espresso brewing. The model captures liquid infiltration and flow through a packed bed of ground coffee, as well as coffee solubles transport (both in the grains and in the liquid) and solubles dissolution. During infiltration, a sharp interface separates the dry and wet regions of the bed. A matched asymptotic analysis (based on fast dissolution rates) reveals that the bed can be described by four asymptotic regions: a dry region yet to be infiltrated by the liquid, a region in which the liquid is saturated with solubles and very little dissolution occurs, a slender region in which solubles are rapidly extracted from the smallest grains, and region in which slower extraction occurs from larger grains. The position and extent of each of these regions move with time (one being an intrinsic moving internal boundary layer) making the asymptotic analysis intriguing in its own right. The analysis yields a reduced model that elucidates the rate-limiting physical processes. Numerical solutions of the reduced model are compared to those to the full model, demonstrating that the reduced model is both accurate and significantly cheaper to solve.

Publication Details

Journal
University of Limerick Institutional Repository (University of Limerick)
Published
2025-01-01
DOI
https://doi.org/10.34961/researchrepository-ul.29233775
Primary Topic
Coffee research and impacts
Type
article
Field-Weighted Citation Impact
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article

A multiscale model for espresso brewing: Asymptotic analysis and numerical simulation

University of Limerick Institutional Repository (University of Limerick)
Coffee research and impacts
article

A multiscale model for espresso brewing: Asymptotic analysis and numerical simulation

article en

Abstract

We present a novel multiscale mathematical model of espresso brewing. The model captures liquid infiltration and flow through a packed bed of ground coffee, as well as coffee solubles transport (both in the grains and in the liquid) and solubles dissolution. During infiltration, a sharp interface separates the dry and wet regions of the bed. A matched asymptotic analysis (based on fast dissolution rates) reveals that the bed can be described by four asymptotic regions: a dry region yet to be infiltrated by the liquid, a region in which the liquid is saturated with solubles and very little dissolution occurs, a slender region in which solubles are rapidly extracted from the smallest grains, and region in which slower extraction occurs from larger grains. The position and extent of each of these regions move with time (one being an intrinsic moving internal boundary layer) making the asymptotic analysis intriguing in its own right. The analysis yields a reduced model that elucidates the rate-limiting physical processes. Numerical solutions of the reduced model are compared to those to the full model, demonstrating that the reduced model is both accurate and significantly cheaper to solve.

University of Limerick Institutional Repository (University of Limerick)
Openalex Percentile: Top 56%
Coffee research and impacts
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A multiscale model for espresso brewing: Asymptotic analysis and numerical simulation · University of Limerick Institutional Repository (University of Limerick) (2025) | TGRS Research Map | TGRS