Predictive Algorithm for Residual Sugar Concentration in Fermentation Process Based on Fuzzy Rule

doi:10.3969/j.issn.1673-1689.2018.09.006

Home > Archive>Volume 37, Issue 9, 2018 >931-938. DOI:10.3969/j.issn.1673-1689.2018.09.006

Predictive Algorithm for Residual Sugar Concentration in Fermentation Process Based on Fuzzy Rule
DOI:
                        10.3969/j.issn.1673-1689.2018.09.006
                    
CSTR:
                        [cstr]
                    
Author:
                        
                        
                    
Affiliation:
Clc Number:TP273+.4
Fund Project:

Article

Figures

Metrics

Reference

Cited by

Materials

Comments

Abstract:

In the fermentation process，it is difficult to implement a good online control of residual sugar concentration with delayed measurements. Due to the inherit characteristics of biomass growth，the field operator can achieve an effective estimation on the residual sugar concentration according to operating experience or knowledge. However，it is ineffective in the large fluctuation of the residual sugar concentration. Based on the operating experience or knowledge，this paper introduces a feedback correction idea to compensate the experience estimation algorithm. Moreover，considering the inaccuracy model of the residual sugar concentration，this paper proposes a fuzzy predictive estimation algorithm，a fuzzy predictive estimation algorithm with compensation combining fuzzy intelligent technology. Afterwards，the residual sugar concentration is forecast by these two predictive estimation algorithms. The accuracy and effectiveness of the fuzzy model and compensation algorithm are verified by a real experiment.

Reference

Cited by

Get Citation

LIU Hui, ZHAO Zhonggai, LIU Fei. Predictive Algorithm for Residual Sugar Concentration in Fermentation Process Based on Fuzzy Rule[J]. Journal of Food Science and Biotechnology,2018,37(9):931-938.

Copy

Article Metrics

Abstract:
PDF:
HTML:
Cited by:

History

Received:
Revised:
Adopted:
Online: October 30,2018
Published:

Article QR Code

Copy Right：Editorial Board of Journal of Food Science and Biotechnology

Address：No. 1800, Lihu Avenue, Wuxi 214122, Jiangsu Province,China PostCode：214122

Phone：0510-85913526 E-mail：xbbjb@jiangnan.edu.cn

Supported by:Beijing E-Tiller Technology Development Co., Ltd.

Get Citation

Share

Article Metrics

History

Article QR Code

WeChat

Mobile website