Prediction of Sugar Content in Port Wine Vintage Grapes Using Machine Learning and Hyperspectral Imaging

The high quality of Port wine is the result of a sequence of winemaking operations, such as harvesting, maceration, fermentation, extraction and aging. These stages require proper monitoring and control, in order to consistently achieve the desired wine properties. The present work focuses on the ha...

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Bibliographic Details
Main Author: Gomes, Véronique (author)
Other Authors: Reis, Marco S. (author), Rovira-Más, Francisco (author), Mendes-Ferreira, Ana (author), Melo-Pinto, Pedro (author)
Format: article
Language:eng
Published: 2021
Subjects:
wine quality
machine learning
one-dimensional convolutional neural network
hyperspectral imaging
predictive analytics
grape ripeness
Online Access:http://hdl.handle.net/10316/100955
Country:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/100955

Internet

http://hdl.handle.net/10316/100955

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