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Nondestructive Detection of the Gel State of Preserved Eggs Based on Dielectric Impedance

机译:基于介电阻抗的保存卵凝胶状态的无损检测

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摘要

After completing the production of preserved eggs, traditionally, the degree of gelling is judged by allowing workers to tap the preserved eggs with their fingers and sense the resulting oscillations. The amount of oscillation is used for the quality classification. This traditional method produces varying results owing to the differences in the sensitivity of the individual workers, who are not objective. In this study, dielectric detection technology was used to classify the preserved eggs nondestructively. The impedance in the frequency range of 2–300 kHz was resolved into resistance and reactance, and was plotted on a Nyquist diagram. Next, the diagram curve was fitted in order to obtain the equivalent circuit, and the difference in the compositions of the equivalent circuits corresponding to gelled and non-gelled preserved eggs was analyzed. A preserved egg can be considered an RLC series circuit, and its decay rate is consistent with the decay rate given by mechanical vibration theory. The Nyquist diagrams for the resistance and reactance of preserved eggs clearly showed that the resistance and reactance of gelled and non-gelled eggs were quite different, and the classification of the eggs was performed using Bayesian network (BN). The results showed that a BN classifier with two variables, i.e., resistance and reactance, can be used to classify preserved eggs as gelled or non-gelled, with an accuracy of 81.0% and a kappa value of 0.62. Thus, a BN classifier based on resistance and reactance demonstrates the ability to classify the quality of preserved egg gel. This research provides a nondestructive method for the inspection of the quality of preserved egg gel, and provides a theoretical basis for the development of an automated preserved egg inspection system that can be used as the scientific basis for the determination of the quality of preserved eggs.
机译:在完成保存鸡蛋的生产后,传统上,通过允许工人用手指挖掘保存的鸡蛋并感知所得到的振荡来判断凝胶程度。振荡量用于质量分类。这种传统方法由于不客观的个人工人的敏感性的差异而产生不同的结果。在这项研究中,介电检测技术用于无损地对保存的卵子进行分类。 2-300 kHz频率范围内的阻抗得到了抗性和电抗,并在奈奎斯特图上绘制。接下来,装配图曲线以获得等效电路,分析对应于凝胶化和非凝胶化卵的等效电路的组合物的差异。保存的鸡蛋可以被认为是RLC系列电路,其衰减率与机械振动理论给出的衰减率一致。保存卵的抗性和抗抗抗抗抗蛋白的奈奎斯特图清楚地表明,凝胶化和非凝胶卵的抗性和抗抗性均为完全不同,并且使用贝叶斯网络(BN)进行蛋的分类。结果表明,具有两个变量的BN分类器,即抗性和电抗,可用于将保存的卵作为凝胶化或非凝胶化分类,精度为81.0%和κ值为0.62。因此,基于电阻和电抗的BN分类器表明了对保存的蛋凝胶的质量进行分类的能力。本研究提供了一种无损方法,用于检查保存蛋凝胶的质量,为开发自动化鸡蛋检查系统提供了理论依据,可用于确定保存鸡蛋质量的科学依据。

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