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Real-Time Monitoring of Yogurt Fermentation Process by Aquaphotomics Near-Infrared Spectroscopy

机译:Aquaphotomics近红外光谱法实时监测酸奶发酵过程

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摘要

Automated quality control could have a substantial economic impact on the dairy industry. At present, monitoring of yogurt production is performed by sampling for microbiological and physicochemical measurements. In this study, Near-Infrared Spectroscopy (NIRS) is proposed for non-invasive automated control of yogurt production and better understanding of lactic acid bacteria (LAB) fermentation. UHT (ultra-high temperature) sterilized milk was inoculated with Bulgarian yogurt and placed into a quartz cuvette (1 mm pathlength) and test-tubes. Yogurt absorbance spectra (830–2500 nm) were acquired every 15 min, and pH, in the respective test-tubes, was measured every 30 min, during 8 h of fermentation. Spectral data showed substantial baseline and slope changes with acidification. These variations corresponded to respective features of the microbiological growth curve showing water structural changes, protein denaturation, and coagulation of milk. Moving Window Principal Component Analysis (MWPCA) was applied in the spectral range of 954–1880 nm to detect absorbance bands where most variations in the loading curves were caused by LAB fermentation. Characteristic wavelength regions related to the observed physical and multiple chemical changes were identified. The results proved that NIRS is a valuable tool for real-time monitoring and better understanding of the yogurt fermentation process.
机译:自动化质量控制可能对乳制品行业产生重大经济影响。目前,通过对微生物和物理化学测量进行采样进行酸奶生产的监测。在该研究中,提出了近红外光谱(NIRS)用于酸奶生产的非侵入自动化控制,并更好地了解乳酸菌(实验室)发酵。 UHT(超高温)灭菌的牛奶用保加利亚酸奶接种,并置于石英比色皿(1mm Pathlength)和试管中。每隔15分钟获得酸奶吸收光谱(830-2500nm),并在每30分钟中每隔30分钟测量pH,在相应的试管中,在8小时内测量。光谱数据显示酸化的大量基线和斜率变化。这些变化对应于显示水结构变化,蛋白质变性和牛奶凝固的微生物生长曲线的各自特征。移动窗口主成分分析(MWPCA)在954-1880nm的光谱范围内施加,以检测由Lab发酵引起负载曲线的大多数变化的吸光度带。鉴定了与观察到的物理和多种化学变化相关的特征波长区域。结果证明,NIRS是实时监测和更好地了解酸奶发酵过程的有价值的工具。

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