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Application of water-soluble conjugated polymers in intelligent measurement and control of food microbial fermentation process

In order to reduce the difficulty of measurement and control (MAC) during food fermentation, this paper applies water-soluble conjugated polymers to sensors, conducts data modeling and prediction, and integrates the sensors into intelligent MAC systems. This article uses fermentation rate, product y...

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Detalles Bibliográficos
Autores principales: Liu, Chang, Tang, Yujiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10540684/
https://www.ncbi.nlm.nih.gov/pubmed/37780987
http://dx.doi.org/10.3389/fchem.2023.1269907
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author Liu, Chang
Tang, Yujiao
author_facet Liu, Chang
Tang, Yujiao
author_sort Liu, Chang
collection PubMed
description In order to reduce the difficulty of measurement and control (MAC) during food fermentation, this paper applies water-soluble conjugated polymers to sensors, conducts data modeling and prediction, and integrates the sensors into intelligent MAC systems. This article uses fermentation rate, product yield, and energy consumption efficiency as evaluation indicators to analyze the effectiveness of smart MAC. By comparing and analyzing the MAC method based on water-soluble conjugated polymers with the traditional MAC method, this article found that the MAC method based on water-soluble conjugated polymers can improve product yield, fermentation efficiency and energy utilization compared with traditional MAC methods. The MAC accuracy, timeliness, stability, speed and security of the MAC system based on water-soluble conjugated polymers are higher than those of traditional MAC systems. Among them, the average test stability of the traditional MAC system is 19.93% lower than that of the smart MAC system based on water-soluble conjugated polymers. Research shows that the intelligent MAC method based on water-soluble conjugated polymers can effectively improve the fermentation environment of food microorganisms and improve product quality, and is worthy of further promotion.
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spelling pubmed-105406842023-09-30 Application of water-soluble conjugated polymers in intelligent measurement and control of food microbial fermentation process Liu, Chang Tang, Yujiao Front Chem Chemistry In order to reduce the difficulty of measurement and control (MAC) during food fermentation, this paper applies water-soluble conjugated polymers to sensors, conducts data modeling and prediction, and integrates the sensors into intelligent MAC systems. This article uses fermentation rate, product yield, and energy consumption efficiency as evaluation indicators to analyze the effectiveness of smart MAC. By comparing and analyzing the MAC method based on water-soluble conjugated polymers with the traditional MAC method, this article found that the MAC method based on water-soluble conjugated polymers can improve product yield, fermentation efficiency and energy utilization compared with traditional MAC methods. The MAC accuracy, timeliness, stability, speed and security of the MAC system based on water-soluble conjugated polymers are higher than those of traditional MAC systems. Among them, the average test stability of the traditional MAC system is 19.93% lower than that of the smart MAC system based on water-soluble conjugated polymers. Research shows that the intelligent MAC method based on water-soluble conjugated polymers can effectively improve the fermentation environment of food microorganisms and improve product quality, and is worthy of further promotion. Frontiers Media S.A. 2023-09-15 /pmc/articles/PMC10540684/ /pubmed/37780987 http://dx.doi.org/10.3389/fchem.2023.1269907 Text en Copyright © 2023 Liu and Tang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Chemistry
Liu, Chang
Tang, Yujiao
Application of water-soluble conjugated polymers in intelligent measurement and control of food microbial fermentation process
title Application of water-soluble conjugated polymers in intelligent measurement and control of food microbial fermentation process
title_full Application of water-soluble conjugated polymers in intelligent measurement and control of food microbial fermentation process
title_fullStr Application of water-soluble conjugated polymers in intelligent measurement and control of food microbial fermentation process
title_full_unstemmed Application of water-soluble conjugated polymers in intelligent measurement and control of food microbial fermentation process
title_short Application of water-soluble conjugated polymers in intelligent measurement and control of food microbial fermentation process
title_sort application of water-soluble conjugated polymers in intelligent measurement and control of food microbial fermentation process
topic Chemistry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10540684/
https://www.ncbi.nlm.nih.gov/pubmed/37780987
http://dx.doi.org/10.3389/fchem.2023.1269907
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