Use of Bilinear Structures for Modelling a Brewery Fermentation Process

Use of Bilinear Structures for Modelling a Brewery Fermentation Process

This paper presents the results of an investigative study with the aim being to obtain and assess the appropriateness of bilinear model structures for replicating the characteristics of a brewery fermentation process. Based on realtime data taken from a brewery fermentation plant, it is shown that a...

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Bibliographic Details
Main Authors: C.R. Johnson, K.J. Burnham
Format: Article
Language:English
Published: SAGE Publishing 1996-11-01
Series:Measurement + Control
Online Access:https://doi.org/10.1177/002029409602900902
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spelling doaj-5b1df9820a94494ea6c37159e146002a2020-11-25T03:24:36ZengSAGE PublishingMeasurement + Control0020-29401996-11-012910.1177/002029409602900902Use of Bilinear Structures for Modelling a Brewery Fermentation ProcessC.R. JohnsonK.J. BurnhamThis paper presents the results of an investigative study with the aim being to obtain and assess the appropriateness of bilinear model structures for replicating the characteristics of a brewery fermentation process. Based on realtime data taken from a brewery fermentation plant, it is shown that a discrete-time twin-bilinear model, which simultaneously relates temperature to specific gravity and specific gravity to temperature, provides an adequate input/output reconstruction. The ability of the twin-bilinear model structure is discussed and possibilities for its utilization with an adaptive closed loop system are considered.https://doi.org/10.1177/002029409602900902
collection DOAJ
language English
format Article
sources DOAJ
author C.R. Johnson
K.J. Burnham
spellingShingle C.R. Johnson
K.J. Burnham
Use of Bilinear Structures for Modelling a Brewery Fermentation Process
Measurement + Control
author_facet C.R. Johnson
K.J. Burnham
author_sort C.R. Johnson
title Use of Bilinear Structures for Modelling a Brewery Fermentation Process
title_short Use of Bilinear Structures for Modelling a Brewery Fermentation Process
title_full Use of Bilinear Structures for Modelling a Brewery Fermentation Process
title_fullStr Use of Bilinear Structures for Modelling a Brewery Fermentation Process
title_full_unstemmed Use of Bilinear Structures for Modelling a Brewery Fermentation Process
title_sort use of bilinear structures for modelling a brewery fermentation process
publisher SAGE Publishing
series Measurement + Control
issn 0020-2940
publishDate 1996-11-01
description This paper presents the results of an investigative study with the aim being to obtain and assess the appropriateness of bilinear model structures for replicating the characteristics of a brewery fermentation process. Based on realtime data taken from a brewery fermentation plant, it is shown that a discrete-time twin-bilinear model, which simultaneously relates temperature to specific gravity and specific gravity to temperature, provides an adequate input/output reconstruction. The ability of the twin-bilinear model structure is discussed and possibilities for its utilization with an adaptive closed loop system are considered.
url https://doi.org/10.1177/002029409602900902
work_keys_str_mv AT crjohnson useofbilinearstructuresformodellingabreweryfermentationprocess
AT kjburnham useofbilinearstructuresformodellingabreweryfermentationprocess
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