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Food Analysis Using Artificial Senses

机译:使用人工感官进行食品分析

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Nowadays, consumers are paying great attention to the characteristics of food such as smell, taste, and appearance. This motivates scientists to imitate human senses using devices known as electronic senses. These include electronic noses, electronic tongues, and computer vision. Thanks to the utilization of various sensors and methods of signal analysis, artificial senses are widely applied in food analysis for process monitoring and determining the quality and authenticity of foods. This paper summarizes achievements in the field of artificial senses. It includes a brief history of these systems, descriptions of most commonly used sensors (conductometric, potentiometric, amperometic/voltammetric, impedimetric, colorimetric, piezoelectric), data analysis methods (for example, artificial neural network (ANN), principal component analysis (PCA), model CIE L*a*b*), and application of artificial senses to food analysis, in particular quality control, authenticity and falsification assessment, and monitoring of production processes.
机译:如今,消费者非常注意食物的特性,例如气味,味道和外观。这激发了科学家使用称为电子感官的设备模仿人类的感官。这些包括电子鼻,电子舌和计算机视觉。由于使用了各种传感器和信号分析方法,因此在食品分析中广泛使用了人工感知技术,以进行过程监控以及确定食品的质量和真实性。本文总结了人工感官领域的成就。它包括这些系统的简要历史,最常用的传感器的说明(电导,电位,安培/伏安,阻抗,比色,压电),数据分析方法(例如,人工神经网络(ANN),主成分分析(PCA) ),模型CIE L * a * b *),并将人工感官应用于食品分析,尤其是质量控制,真实性和伪造评估以及生产过程的监控。

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