A simulation model for planning of the mashing process

Jari Hämäläinen, Tatu Koljonen, Katharina Stenholm, Kirsti Pietilä

    Research output: Contribution to journalArticleScientificpeer-review

    Abstract

    The development of a computer simulation of the mashing process, incorporating mathematical models of starch hydrolysis, beta glucan hydrolysis and proteolysis which predict the effects of changes in mashing temperature on the activity levels of the relevant enzymes and the concentrations in the mash of the products and residues of the enzymic reactions, on the basis of the initial mash composition (liquor, malt grist, adjuncts and exogenous enzyme preparations) is described and the analyses required to obtain the necessary information on raw materials composition are listed. The ability of the simulation to predict the outcome of real brewery mashings depends on the accuracy of the initial input data, but can be quite precise under optimum conditions. Applications include the development of recipes for new beer brands and the determination of the optimum mashing procedures for malts made from new barley varieties or from a new season's crop of existing varieties. It is pointed out that the fact that analyses other than the conventional set of malt quality tests are needed to obtain the malt composition data required by the simulation program is not a fault in the system but indicates the shortcomings of the standard set of malt analyses.
    Original languageEnglish
    Pages (from-to)313 - 319
    Number of pages7
    JournalMBAA Technical Quarterly
    Volume34
    Issue number1
    Publication statusPublished - 1997
    MoE publication typeA1 Journal article-refereed

    Fingerprint

    hydrolysis
    enzyme
    barley
    starch
    computer simulation
    simulation
    crop
    temperature
    planning
    product
    test
    programme
    raw material
    effect

    Keywords

    • computer program mashing model simulation

    Cite this

    Hämäläinen, J., Koljonen, T., Stenholm, K., & Pietilä, K. (1997). A simulation model for planning of the mashing process. MBAA Technical Quarterly, 34(1), 313 - 319.
    Hämäläinen, Jari ; Koljonen, Tatu ; Stenholm, Katharina ; Pietilä, Kirsti. / A simulation model for planning of the mashing process. In: MBAA Technical Quarterly. 1997 ; Vol. 34, No. 1. pp. 313 - 319.
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    abstract = "The development of a computer simulation of the mashing process, incorporating mathematical models of starch hydrolysis, beta glucan hydrolysis and proteolysis which predict the effects of changes in mashing temperature on the activity levels of the relevant enzymes and the concentrations in the mash of the products and residues of the enzymic reactions, on the basis of the initial mash composition (liquor, malt grist, adjuncts and exogenous enzyme preparations) is described and the analyses required to obtain the necessary information on raw materials composition are listed. The ability of the simulation to predict the outcome of real brewery mashings depends on the accuracy of the initial input data, but can be quite precise under optimum conditions. Applications include the development of recipes for new beer brands and the determination of the optimum mashing procedures for malts made from new barley varieties or from a new season's crop of existing varieties. It is pointed out that the fact that analyses other than the conventional set of malt quality tests are needed to obtain the malt composition data required by the simulation program is not a fault in the system but indicates the shortcomings of the standard set of malt analyses.",
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    Hämäläinen, J, Koljonen, T, Stenholm, K & Pietilä, K 1997, 'A simulation model for planning of the mashing process', MBAA Technical Quarterly, vol. 34, no. 1, pp. 313 - 319.

    A simulation model for planning of the mashing process. / Hämäläinen, Jari; Koljonen, Tatu; Stenholm, Katharina; Pietilä, Kirsti.

    In: MBAA Technical Quarterly, Vol. 34, No. 1, 1997, p. 313 - 319.

    Research output: Contribution to journalArticleScientificpeer-review

    TY - JOUR

    T1 - A simulation model for planning of the mashing process

    AU - Hämäläinen, Jari

    AU - Koljonen, Tatu

    AU - Stenholm, Katharina

    AU - Pietilä, Kirsti

    PY - 1997

    Y1 - 1997

    N2 - The development of a computer simulation of the mashing process, incorporating mathematical models of starch hydrolysis, beta glucan hydrolysis and proteolysis which predict the effects of changes in mashing temperature on the activity levels of the relevant enzymes and the concentrations in the mash of the products and residues of the enzymic reactions, on the basis of the initial mash composition (liquor, malt grist, adjuncts and exogenous enzyme preparations) is described and the analyses required to obtain the necessary information on raw materials composition are listed. The ability of the simulation to predict the outcome of real brewery mashings depends on the accuracy of the initial input data, but can be quite precise under optimum conditions. Applications include the development of recipes for new beer brands and the determination of the optimum mashing procedures for malts made from new barley varieties or from a new season's crop of existing varieties. It is pointed out that the fact that analyses other than the conventional set of malt quality tests are needed to obtain the malt composition data required by the simulation program is not a fault in the system but indicates the shortcomings of the standard set of malt analyses.

    AB - The development of a computer simulation of the mashing process, incorporating mathematical models of starch hydrolysis, beta glucan hydrolysis and proteolysis which predict the effects of changes in mashing temperature on the activity levels of the relevant enzymes and the concentrations in the mash of the products and residues of the enzymic reactions, on the basis of the initial mash composition (liquor, malt grist, adjuncts and exogenous enzyme preparations) is described and the analyses required to obtain the necessary information on raw materials composition are listed. The ability of the simulation to predict the outcome of real brewery mashings depends on the accuracy of the initial input data, but can be quite precise under optimum conditions. Applications include the development of recipes for new beer brands and the determination of the optimum mashing procedures for malts made from new barley varieties or from a new season's crop of existing varieties. It is pointed out that the fact that analyses other than the conventional set of malt quality tests are needed to obtain the malt composition data required by the simulation program is not a fault in the system but indicates the shortcomings of the standard set of malt analyses.

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    Hämäläinen J, Koljonen T, Stenholm K, Pietilä K. A simulation model for planning of the mashing process. MBAA Technical Quarterly. 1997;34(1):313 - 319.