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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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 |
work_keys_str_mv |
AT ricardoluna optimalcontrolappliedtooenologicalmanagementofredwinefermentativemacerations AT brunomlima optimalcontrolappliedtooenologicalmanagementofredwinefermentativemacerations AT josecuevasvalenzuela optimalcontrolappliedtooenologicalmanagementofredwinefermentativemacerations AT julioenormeyrico optimalcontrolappliedtooenologicalmanagementofredwinefermentativemacerations AT joserperezcorrea optimalcontrolappliedtooenologicalmanagementofredwinefermentativemacerations |
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