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Custom Design Fruit Quality Evaluation System with Non-Destructive Testing (NDT) Techniques

机译:使用无损检测(NDT)技术的定制设计水果质量评估系统

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Quality evaluation of agricultural products is most commonly conducted using destructive methods. Ripeness and maturity of fruits are determined by measuring internal and external characteristic of fruits. Destructive method enables to measure texture, color, sugar content etc. Destructive methods increase success rate of quality determination of fruits, however, it practically has many concerns about effectiveness, reliability and cost. Therefore, it is necessary to develop fast, portable and cost-effective techniques without harming fruits to meet demand of consumer for fresh and healthy fruits. Visual appearance is an important method to obtain external characteristic (size, color) of fruits for grading or sorting. This work aims to develop custom design non-destructive quality evaluation system to reduce conventional destructive quality evaluations processes of fruits. The developed system in this study for fruit quality determination consists of two parts: (a) volume estimation by automatic machine vision and (b) ultrasonic testing. Volume estimation part was finished by one of our previous study and in this study, we mostly focused on developing ultrasonic part of the system. The ultrasonic part consisted of a programmable bipolar remote pulser unit (Ultrasonar, US 100) with a frequency range between 1 Hz to 10 MHz, two of 55 kHz piezoelectric probes for ultrasonic signal transmission and reception, an oscilloscope, and a PC. Ultrasonic signal generated by US 100 was applied to fruits (tomato, apple, peach) by transmiter probe and sound waves that passthrough fruit was collected back by receiver probe. Correlation between ultrasonic parameters (velocity and attenuation) and fruits characteristic is evaluated for such fruits. However, our results showed that quality evaluation of fruits with ultrasonic testing is not expected as in literature.
机译:农产品质量评估通常是使用破坏性方法进行的。水果的成熟度是通过测量水果的内部和外部特性来确定的。破坏性方法可以测量质地,颜色,糖含量等。破坏性方法可以提高水果质量确定的成功率,但是实际上,它对有效性,可靠性和成本存在很多担忧。因此,有必要发展一种快速,便携且具有成本效益的技术而不损害水果,以满足消费者对新鲜健康水果的需求。外观是获得水果外部特征(大小,颜色)以进行分级或分选的重要方法。这项工作旨在开发定制设计的非破坏性质量评估系统,以减少常规的水果破坏性质量评估过程。本研究中开发的用于水果质量确定的系统包括两个部分:(a)通过自动机器视觉进行体积估计和(b)超声波测试。体积估算部分由我们之前的一项研究完成,在本研究中,我们主要致力于开发系统的超声部分。超声波部分包括一个频率范围在1 Hz至10 MHz之间的可编程双极远程脉冲发生器单元(Ultrasonar,US 100),两个用于超声波信号发送和接收的55 kHz压电探头,一台示波器和一台PC。由US 100产生的超声波信号通过发射器探头施加到水果(番茄,苹果,桃子)上,而通过接收器探头则采集通过水果的声波。对于此类水果,评估了超声波参数(速度和衰减)与水果特性之间的相关性。但是,我们的结果表明,没有像文献中预期的那样通过超声波测试对水果进行质量评估。

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