Exploring the Impact of Varying Fat Content on Milk Properties During Ohmic Heating: A PCA Study of Viscosity Changes Alongside pH Fluctuations

Mukul Sain, P.S. Minz, Arijit Ray, Shaikh Adil
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Abstract

Background: Some of the factors that contribute to the quality of milk include fat content, pH, viscosity and other rheological aspects. This research extensively investigated the effects of ohmic heating (OH) on milk viscosity, along with other rheological attributes and pH. Methods: Milk samples with varied fat constituents were subjected to OH at a constant voltage of 140V until they reached a temperature of 90°C. The pH of raw milk and heated milk was determined using an auto-pH meter, whereas the viscosity of the same was measured using a Brookfield viscometer that includes a wide range of characteristics, such as viscosity, temperature, shear stress and torque at various spindle rotation speeds. The current investigation used Principal Component Analysis (PCA) as a key statistical approach. Result: The pH values exhibited little fluctuations during OH across several milk kinds, indicating mild acidification throughout the process, but the observed alterations did not reach statistical significance (p greater than 0.05), suggesting that OH does not significantly affect milk pH. Viscosity measurements showed that the application of OH resulted in a decrease in the average viscosity of milk, suggesting changes in its ability to withstand shear forces. The correlation study revealed robust positive associations between viscosity and fat content (PC2 - 26.77%), as well as between rotational speed, shear rate and torque (PC1 - 53.72%) and a negative correlation with temperature, offering valuable insights into the dynamic properties of milk when subjected to thermal heat treatment.
探索欧姆加热过程中不同脂肪含量对牛奶特性的影响:粘度变化与 pH 值波动的 PCA 研究
背景:影响牛奶质量的一些因素包括脂肪含量、pH 值、粘度和其他流变学方面。本研究广泛调查了欧姆加热(OH)对牛奶粘度以及其他流变属性和 pH 值的影响。研究方法在 140V 的恒定电压下对含有不同脂肪成分的牛奶样品进行欧姆加热,直至其温度达到 90°C。使用自动 pH 计测定原奶和加热牛奶的 pH 值,使用 Brookfield 粘度计测量原奶和加热牛奶的粘度,该粘度计具有多种特性,如粘度、温度、剪切应力和不同主轴转速下的扭矩。本次调查采用了主成分分析法(PCA)作为主要的统计方法。结果几种牛奶的 pH 值在 OH 过程中波动很小,表明在整个过程中牛奶呈轻度酸化,但观察到的变化没有达到统计学意义(P 大于 0.05),表明 OH 对牛奶的 pH 值没有显著影响。粘度测量结果表明,施用 OH 会导致牛奶平均粘度下降,这表明牛奶承受剪切力的能力发生了变化。相关性研究表明,粘度与脂肪含量(PC2 - 26.77%)以及转速、剪切率和扭矩(PC1 - 53.72%)之间存在很强的正相关性,而与温度之间存在负相关,这为了解牛奶在热处理时的动态特性提供了宝贵的信息。
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