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Optimization Research on the Detection of Acidification Activity of Lactic Acid Bacteria by Discontinuous pH Measurement Based on Modified Gompertz Model
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China Dairy | 2025, (11) : 125 - 129
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China Dairy | 2025, (11): 125-129
• QUALITY CONTROL •
Optimization Research on the Detection of Acidification Activity of Lactic Acid Bacteria by Discontinuous pH Measurement Based on Modified Gompertz Model
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BAI Xiaotong, CHEN Chunyu, CHEN Beilei, HUANG Junguang, YANG Aijun*
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    Guangdong Yantang Dairy Co.,Ltd.,Guangzhou Guangdong 511356
doi: 10.12377/1671-4393.25.11.15
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[Objective] This study aimed at improving the accuracy of the discontinuous pH measurement in the determination of acidification activity by modeling fitting based on the modified Gompertz model.[Method] The model operated based on four key parameters:the lag phase time(λ),maximal rate of pH decrease with time(μ),initial pH(pH0),and final pH(pH∞). Based on the results of discontinuous pH measurement,the four parameters were identified by using nonlinear least square method,and then the acidification activity was determined by bisection method. The optimization was verified based on results of continuous pH measurement.[Result] The determination coefficient(R2)was 0.9988,root-mean-square error(RMSE)was 0.03,which showed that the model gave good fits of the data. The model decreased the relative error of discontinuous pH measurement from 10.62% to 2.21%.[Conclusion] The model can improved the accuracy of discontinuous pH measurement,however,the modified Gompertz model had limitations in providing other fermentation kinetic parameters due to the complicated biochemistry reation in actual fermentation process.
lactic acid bacteria  /  acidification activity  /  Gompertz model  /  discontinuous pH measurement
白晓彤, 陈春裕, 陈蓓蕾, 黄隽光, 杨爱君. 基于修正Gompertz模型的非连续pH值测量法对乳酸菌产酸活力检测的优化研究. 中国乳业, 2025 , (11) : 125 -129 . DOI: 10.12377/1671-4393.25.11.15
BAI Xiaotong, CHEN Chunyu, CHEN Beilei, HUANG Junguang, YANG Aijun. Optimization Research on the Detection of Acidification Activity of Lactic Acid Bacteria by Discontinuous pH Measurement Based on Modified Gompertz Model[J]. China Dairy, 2025 , (11) : 125 -129 . DOI: 10.12377/1671-4393.25.11.15
Year 2025 volume Issue 11
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doi: 10.12377/1671-4393.25.11.15
  • Online Date:2026-10-22
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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