Optimal Control Applied to Oenological Management of Red Wine Fermentative Macerations

The management of wineries for industrial red winemaking is limited by the capacity and availability of fermentation tanks over the harvest season. The winemakers aim to optimize the wine quality, the fermentative maceration length, and the fermentation tank’s productive cycle simultaneously. Macera...

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Main Authors: Ricardo Luna, Bruno M. Lima, José Cuevas-Valenzuela, Julio E. Normey-Rico, José R. Pérez-Correa
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Fermentation
Subjects:
Online Access:https://www.mdpi.com/2311-5637/7/2/94
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spelling doaj-7224f59f30654b94837ed310e03c6f682021-06-30T23:50:06ZengMDPI AGFermentation2311-56372021-06-017949410.3390/fermentation7020094Optimal Control Applied to Oenological Management of Red Wine Fermentative MacerationsRicardo Luna0Bruno M. Lima1José Cuevas-Valenzuela2Julio E. Normey-Rico3José R. Pérez-Correa4Center for Research & Innovation (CRI), Viña Concha y Toro, Pencahue 3550000, ChileDepartment of Automation and Systems, Federal University of Santa Catarina, Florianópolis, Santa Catarina 88040-900, BrazilCenter for Research & Innovation (CRI), Viña Concha y Toro, Pencahue 3550000, ChileDepartment of Automation and Systems, Federal University of Santa Catarina, Florianópolis, Santa Catarina 88040-900, BrazilDepartment of Chemical and Bioprocess Engineering, Pontificia Universidad Católica de Chile, Santiago 7820436, ChileThe management of wineries for industrial red winemaking is limited by the capacity and availability of fermentation tanks over the harvest season. The winemakers aim to optimize the wine quality, the fermentative maceration length, and the fermentation tank’s productive cycle simultaneously. Maceration in varietal wine production is carried out until a specific sugar content (digging-out point) is attained, finishing before alcoholic fermentation. Winemakers have found that by trial and error handling of the digging-out point, they can improve the winery capacity and production cost. In this work, we develop an optimal control problem for managing the digging-out point considering two objectives associated with process efficiency and costs. A good compromise between these objectives was found by applying multi-criteria decision-making (MCDM) techniques and the knee point. Two control strategies were compared: free nutrition and traditional nutrition. TOPSIS and LINMAP algorithms were used to choose the most suitable strategy that coincided with the knee point. The preferred option was nitrogen addition only at the beginning of fermentation (6.6–10.6 g/hL of DAP) and a high fermentation temperature (30 °C), yielding the desired digging-out point with a small error (6–9 g/L).https://www.mdpi.com/2311-5637/7/2/94model predictive controlwine fermentationdynamic optimizationmulti-objective optimizationmulti-criteria decision-makingknee point
collection DOAJ
language English
format Article
sources DOAJ
author Ricardo Luna
Bruno M. Lima
José Cuevas-Valenzuela
Julio E. Normey-Rico
José R. Pérez-Correa
spellingShingle Ricardo Luna
Bruno M. Lima
José Cuevas-Valenzuela
Julio E. Normey-Rico
José R. Pérez-Correa
Optimal Control Applied to Oenological Management of Red Wine Fermentative Macerations
Fermentation
model predictive control
wine fermentation
dynamic optimization
multi-objective optimization
multi-criteria decision-making
knee point
author_facet Ricardo Luna
Bruno M. Lima
José Cuevas-Valenzuela
Julio E. Normey-Rico
José R. Pérez-Correa
author_sort Ricardo Luna
title Optimal Control Applied to Oenological Management of Red Wine Fermentative Macerations
title_short Optimal Control Applied to Oenological Management of Red Wine Fermentative Macerations
title_full Optimal Control Applied to Oenological Management of Red Wine Fermentative Macerations
title_fullStr Optimal Control Applied to Oenological Management of Red Wine Fermentative Macerations
title_full_unstemmed Optimal Control Applied to Oenological Management of Red Wine Fermentative Macerations
title_sort optimal control applied to oenological management of red wine fermentative macerations
publisher MDPI AG
series Fermentation
issn 2311-5637
publishDate 2021-06-01
description The management of wineries for industrial red winemaking is limited by the capacity and availability of fermentation tanks over the harvest season. The winemakers aim to optimize the wine quality, the fermentative maceration length, and the fermentation tank’s productive cycle simultaneously. Maceration in varietal wine production is carried out until a specific sugar content (digging-out point) is attained, finishing before alcoholic fermentation. Winemakers have found that by trial and error handling of the digging-out point, they can improve the winery capacity and production cost. In this work, we develop an optimal control problem for managing the digging-out point considering two objectives associated with process efficiency and costs. A good compromise between these objectives was found by applying multi-criteria decision-making (MCDM) techniques and the knee point. Two control strategies were compared: free nutrition and traditional nutrition. TOPSIS and LINMAP algorithms were used to choose the most suitable strategy that coincided with the knee point. The preferred option was nitrogen addition only at the beginning of fermentation (6.6–10.6 g/hL of DAP) and a high fermentation temperature (30 °C), yielding the desired digging-out point with a small error (6–9 g/L).
topic model predictive control
wine fermentation
dynamic optimization
multi-objective optimization
multi-criteria decision-making
knee point
url https://www.mdpi.com/2311-5637/7/2/94
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AT josecuevasvalenzuela optimalcontrolappliedtooenologicalmanagementofredwinefermentativemacerations
AT julioenormeyrico optimalcontrolappliedtooenologicalmanagementofredwinefermentativemacerations
AT joserperezcorrea optimalcontrolappliedtooenologicalmanagementofredwinefermentativemacerations
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