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Study on High Efficiency Black Tea Fermentation Control System Based on Multiple Regression

Published: 18 August 2021 Publication History

Abstract

Based on in-depth analysis of black tea fermentation process in modern tea making, this paper determines the key factors affecting black tea fermentation quality. A control model is established using multiple regression analysis method to achieve PID control characterized by multi-parameter coordination and normalization of the fermentation state. Using the final effect of multiple parameters as a reference, a regression study is carried out to establish a timeline-based dynamic temperature control model. Through organic coordination of sensors, system execution devices and soft boundary control algorithms, the key factors for black tea fermentation are subject to parameterized control, thus finally achieving the goal of minimal fermentation process with production efficiency improved. By comparing the production status before and after application of the control system, it indicates that: application of the control system can not only contribute to continuous, stable and rapid fermentation process, but also effectively improve the black tea fermentation quality.

References

[1]
K. Yoshino, Y. Hara, M. Sano, “Antioxidative effects of black tea theaflavins and thearubigin on lipid peroxidation of rat liver homogenates induced by tert- butyl hydroperoxide”, Biological and Pharmaceutical Bulletin, vol. 17, no. 1, pp. 146-149, 1994.
[2]
L. P. Bhuyan, S. Sabhapondit, B. D. Baruah, “Polyphenolic compounds and antioxidant activity of CTC black tea of North-East India”, Food chemistry, vol. 141, no. 4, pp. 3744-3751, 2013.
[3]
S. Li, C. Y. Lo, M. H. Pan, “Black tea: chemical analysis and stability”, Food & function, vol. 4, no. 1, pp. 10-18, 2013.
[4]
P. F. Schons, V Battestin, G A Macedo, “Fermentation and enzyme treatments for sorghum”, Brazilian Journal of Microbiology, vol. 43, no. 1, pp. 89-97, 2012.
[5]
J. L. Zhou, “Application of soft limit control algorithm”, Acta Automatica Sinica, vol. 76, no. 2, pp. 342-356, 2014.
[6]
A. Hatanaka, T. Kajiwara, J Sekiya, “Enzymic oxygenative- cleavage reaction of linolenic acid in leaves- chloroplastic lipoxygenase and fatty acid hydroperoxide lyase in tea leaves”, New York: Springer, pp. 391-398, 1987.
[7]
X. F. Jin, H. Tong, Y. Liu, “Lipoxygenase in tea”, Newsletter of Sericulture and Tea, vol. 3, pp. 32-33, 2007.
[8]
J. F. Lin, H. T. Lin, Y. F. Lin, “Changes of leaf morphology and cell tissue structure of An'xi persimmon leaf tea during processing”, Chinese Journal of Tropical Crops, vol. 31, no. 9, pp. 1611-1615, 2010.

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  • (2024)Đề xuất bộ điều khiển tối ưu phi tập trung cho các quá trình lên men chè đenJournal of Military Science and Technology10.54939/1859-1043.j.mst.93.2024.30-3793:93(30-37)Online publication date: 25-Feb-2024

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ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems
May 2021
2053 pages
ISBN:9781450390200
DOI:10.1145/3469213
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

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Published: 18 August 2021

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  • (2024)Đề xuất bộ điều khiển tối ưu phi tập trung cho các quá trình lên men chè đenJournal of Military Science and Technology10.54939/1859-1043.j.mst.93.2024.30-3793:93(30-37)Online publication date: 25-Feb-2024

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