Literature DB >> 24594186

Beer fermentation: monitoring of process parameters by FT-NIR and multivariate data analysis.

Silvia Grassi1, José Manuel Amigo2, Christian Bøge Lyndgaard3, Roberto Foschino1, Ernestina Casiraghi1.   

Abstract

This work investigates the capability of Fourier-Transform near infrared (FT-NIR) spectroscopy to monitor and assess process parameters in beer fermentation at different operative conditions. For this purpose, the fermentation of wort with two different yeast strains and at different temperatures was monitored for nine days by FT-NIR. To correlate the collected spectra with °Brix, pH and biomass, different multivariate data methodologies were applied. Principal component analysis (PCA), partial least squares (PLS) and locally weighted regression (LWR) were used to assess the relationship between FT-NIR spectra and the abovementioned process parameters that define the beer fermentation. The accuracy and robustness of the obtained results clearly show the suitability of FT-NIR spectroscopy, combined with multivariate data analysis, to be used as a quality control tool in the beer fermentation process. FT-NIR spectroscopy, when combined with LWR, demonstrates to be a perfectly suitable quantitative method to be implemented in the production of beer.
Copyright © 2014 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Beer fermentation; FT-NIR; LWR; NIR; PCA; PLS; Quality control

Mesh:

Year:  2014        PMID: 24594186     DOI: 10.1016/j.foodchem.2014.01.060

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  6 in total

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Journal:  Foods       Date:  2022-01-28

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Authors:  Dimitra Tagkouli; Thalia Tsiaka; Eftichia Kritsi; Marina Soković; Vassilia J Sinanoglou; Dimitra Z Lantzouraki; Panagiotis Zoumpoulakis
Journal:  Molecules       Date:  2022-03-28       Impact factor: 4.411

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5.  Detecting Low Concentrations of Nitrogen-Based Adulterants in Whey Protein Powder Using Benchtop and Handheld NIR Spectrometers and the Feasibility of Scanning through Plastic Bag.

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Journal:  Molecules       Date:  2020-05-28       Impact factor: 4.411

Review 6.  Sensors and Instruments for Brix Measurement: A Review.

Authors:  Swapna A Jaywant; Harshpreet Singh; Khalid Mahmood Arif
Journal:  Sensors (Basel)       Date:  2022-03-16       Impact factor: 3.576

  6 in total

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